Fast and Non-Destructive Profiling of Commercial Coffee Aroma under Three Conditions (Beans, Powder, and Brews) Using GC-IMS

The flavor of coffee can be affected by the preparation parameters. In this investigation, the flavor profiles of three coffee brands under three conditions (bean, powder, and brew) were analyzed by gas chromatography—ion mobility spectrometry (GC-IMS) and the electronic nose (E-nose). The flavor re...

Full description

Saved in:
Bibliographic Details
Published inMolecules (Basel, Switzerland) Vol. 27; no. 19; p. 6262
Main Authors Chen, Yanping, Chen, He, Cui, Dandan, Fang, Xiaolei, Gao, Jie, Liu, Yuan
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 23.09.2022
MDPI
Subjects
Online AccessGet full text

Cover

Loading…
Abstract The flavor of coffee can be affected by the preparation parameters. In this investigation, the flavor profiles of three coffee brands under three conditions (bean, powder, and brew) were analyzed by gas chromatography—ion mobility spectrometry (GC-IMS) and the electronic nose (E-nose). The flavor results were further studied using multiple factor analysis (MFA). A total of 117 peaks were identified in all coffee samples by GC-IMS, and the principal component analysis (PCA) showed these coffee samples could be grouped and separated. A total of 37 volatile organic compounds (VOCs) were selected as biomarkers to distinguish coffee samples, including 5 aldehydes, 10 ketones, 8 alcohols, 2 acids, 4 esters, 5 furans, and 3 other compounds. The comparison between E-nose and GC-IMS data using partial least squares regression (PLSR) and MFA showed GC-IMS could present very close sample spaces. Compared with E-nose, GC–IMS could not only be used to classify coffee samples in a very short time but also provide VOC bio-markers to discriminate coffee samples.
AbstractList The flavor of coffee can be affected by the preparation parameters. In this investigation, the flavor profiles of three coffee brands under three conditions (bean, powder, and brew) were analyzed by gas chromatography-ion mobility spectrometry (GC-IMS) and the electronic nose (E-nose). The flavor results were further studied using multiple factor analysis (MFA). A total of 117 peaks were identified in all coffee samples by GC-IMS, and the principal component analysis (PCA) showed these coffee samples could be grouped and separated. A total of 37 volatile organic compounds (VOCs) were selected as biomarkers to distinguish coffee samples, including 5 aldehydes, 10 ketones, 8 alcohols, 2 acids, 4 esters, 5 furans, and 3 other compounds. The comparison between E-nose and GC-IMS data using partial least squares regression (PLSR) and MFA showed GC-IMS could present very close sample spaces. Compared with E-nose, GC-IMS could not only be used to classify coffee samples in a very short time but also provide VOC bio-markers to discriminate coffee samples.
Audience Academic
Author Fang, Xiaolei
Gao, Jie
Liu, Yuan
Chen, Yanping
Chen, He
Cui, Dandan
AuthorAffiliation Department of Food Science & Technology, School of Agriculture & Biology, Shanghai Jiao Tong University, Shanghai 200240, China
AuthorAffiliation_xml – name: Department of Food Science & Technology, School of Agriculture & Biology, Shanghai Jiao Tong University, Shanghai 200240, China
Author_xml – sequence: 1
  givenname: Yanping
  surname: Chen
  fullname: Chen, Yanping
– sequence: 2
  givenname: He
  surname: Chen
  fullname: Chen, He
– sequence: 3
  givenname: Dandan
  surname: Cui
  fullname: Cui, Dandan
– sequence: 4
  givenname: Xiaolei
  surname: Fang
  fullname: Fang, Xiaolei
– sequence: 5
  givenname: Jie
  surname: Gao
  fullname: Gao, Jie
– sequence: 6
  givenname: Yuan
  surname: Liu
  fullname: Liu, Yuan
BookMark eNplkk1P3DAQhqOKqny0P6A3S71QiVB_Jval0pICXYm2SIWz5TiTxavEBjsBVeqPx8uiqrTywaOZdx577He_2PHBQ1G8J_iYMYU_jWEAOw-QaE1URSv6qtgjnOKSYa52_op3i_2U1hhTwol4U-yyijJeK7VX_D4zaULGd-h78OUXSFOc7eTuAV3G0LvB-RUKPWrCOEK0zgw57HsAtIhhNGj2HUR0dRNzpgm-c5MLPqHDEzA-HaHL8JDrR0_8kwgP6SO6ThvkeVMuv_18W7zuzZDg3fN-UFyfnV41X8uLH-fLZnFRWs7UVFYdZkKxlnPOWkZbaoDYroJcJDWrFFW1aFUnLQOCgUtT9Z1oucAyj2kVsINiueV2waz1bXSjib90ME4_JUJcaRMnZwfQWMheSVkBbjEnirS0N9KISra15JTbzPq8Zd3O7QidBT9FM7yAvqx4d6NX4V4rUVMlcQYcPgNiuJvzg-vRJQvDYDyEOWlaU0FUjanM0g__SNdhjj4_1UbFaZ2n36iOt6qVyQM434d8rs2rg9HZ7Jj8jaAXNRfZIwKL3EC2DTaGlCL0f25PsN4YS_9nLPYIA8nBPQ
CitedBy_id crossref_primary_10_3390_foods12163123
crossref_primary_10_3390_molecules28093874
crossref_primary_10_3390_fermentation10020111
crossref_primary_10_3390_foods13081260
Cites_doi 10.1007/s10457-017-0100-y
10.1016/j.foodchem.2016.07.088
10.1016/j.foodchem.2018.07.226
10.1016/j.jfoodeng.2008.12.012
10.1016/j.foodres.2020.109669
10.1093/chromsci/8.6.330
10.1021/jf061178t
10.1016/j.foodres.2018.03.077
10.1016/j.talanta.2013.04.034
10.1016/j.foodchem.2015.04.082
10.1016/j.fshw.2013.05.001
10.1016/j.meatsci.2020.108178
10.1039/C8AY02338G
10.1016/j.foodres.2021.110222
10.1021/jf052937v
10.1016/j.foodchem.2018.12.080
10.1021/acs.jafc.0c06887
10.1016/j.foodchem.2017.11.008
10.1016/j.foodchem.2019.03.124
10.1021/acs.jafc.8b04479
10.1016/j.foodchem.2021.131159
10.1021/jf800327j
10.1021/jf501687c
10.1002/jsfa.8450
10.1016/j.foodchem.2018.08.068
10.1111/jfpe.13063
10.1021/acs.jafc.8b01340
ContentType Journal Article
Copyright COPYRIGHT 2022 MDPI AG
2022 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 (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
2022 by the authors. 2022
Copyright_xml – notice: COPYRIGHT 2022 MDPI AG
– notice: 2022 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 (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: 2022 by the authors. 2022
DBID AAYXX
CITATION
3V.
7X7
7XB
88E
8FI
8FJ
8FK
ABUWG
AFKRA
AZQEC
BENPR
CCPQU
DWQXO
FYUFA
GHDGH
K9.
M0S
M1P
PIMPY
PQEST
PQQKQ
PQUKI
PRINS
7X8
5PM
DOA
DOI 10.3390/molecules27196262
DatabaseName CrossRef
ProQuest Central (Corporate)
ProQuest Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Medical Database (Alumni Edition)
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest Central
ProQuest Central Essentials
ProQuest Central
ProQuest One Community College
ProQuest Central
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Health & Medical Complete (Alumni)
Health & Medical Collection (Alumni Edition)
PML(ProQuest Medical Library)
Publicly Available Content Database
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
MEDLINE - Academic
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
ProQuest Central Essentials
ProQuest One Academic Eastern Edition
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
ProQuest Central China
ProQuest Hospital Collection (Alumni)
ProQuest Central
ProQuest Health & Medical Complete
Health Research Premium Collection
ProQuest Medical Library
ProQuest One Academic UKI Edition
Health and Medicine Complete (Alumni Edition)
ProQuest Central Korea
ProQuest One Academic
ProQuest Medical Library (Alumni)
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList


Publicly Available Content Database
CrossRef
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: 7X7
  name: ProQuest Health & Medical Collection
  url: https://search.proquest.com/healthcomplete
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Chemistry
EISSN 1420-3049
ExternalDocumentID oai_doaj_org_article_058f9886e0b04191b2fa8a568b78424c
A745962505
10_3390_molecules27196262
GeographicLocations China
GeographicLocations_xml – name: China
GroupedDBID ---
0R~
123
2WC
3V.
53G
5VS
7X7
88E
8FE
8FG
8FH
8FI
8FJ
A8Z
AADQD
AAFWJ
AAHBH
AAYXX
ABDBF
ABJCF
ABUWG
ACGFO
ACIWK
ACPRK
AEGXH
AENEX
AFKRA
AFPKN
AFRAH
AFZYC
AIAGR
ALIPV
ALMA_UNASSIGNED_HOLDINGS
BBNVY
BENPR
BHPHI
BPHCQ
BVXVI
CCPQU
CITATION
CS3
D1I
DIK
DU5
E3Z
EBD
EMOBN
ESTFP
ESX
FYUFA
GROUPED_DOAJ
GX1
HCIFZ
HH5
HMCUK
HYE
HZ~
I09
IAO
ITC
KB.
KQ8
LK8
M1P
M7P
MODMG
M~E
O-U
O9-
OK1
P2P
PDBOC
PIMPY
PQQKQ
PROAC
PSQYO
RIG
RPM
SV3
TR2
TUS
UKHRP
~8M
BGLVJ
7XB
8FK
AZQEC
DWQXO
K9.
PQEST
PQUKI
PRINS
7X8
5PM
ID FETCH-LOGICAL-c439t-6d03593b4443b32b2ae1cd6e439173692975b9d8c3e10e48a6fd5b4508623c9e3
IEDL.DBID RPM
ISSN 1420-3049
IngestDate Fri Oct 04 12:47:35 EDT 2024
Tue Sep 17 21:31:05 EDT 2024
Wed Jul 17 03:50:37 EDT 2024
Thu Oct 10 16:15:38 EDT 2024
Fri Feb 02 04:23:40 EST 2024
Thu Sep 26 21:18:25 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 19
Language English
License 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 (https://creativecommons.org/licenses/by/4.0/).
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c439t-6d03593b4443b32b2ae1cd6e439173692975b9d8c3e10e48a6fd5b4508623c9e3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
ORCID 0000-0003-2595-3054
OpenAccessLink https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9572980/
PMID 36234799
PQID 2724277368
PQPubID 2032355
ParticipantIDs doaj_primary_oai_doaj_org_article_058f9886e0b04191b2fa8a568b78424c
pubmedcentral_primary_oai_pubmedcentral_nih_gov_9572980
proquest_miscellaneous_2725197028
proquest_journals_2724277368
gale_infotracacademiconefile_A745962505
crossref_primary_10_3390_molecules27196262
PublicationCentury 2000
PublicationDate 20220923
PublicationDateYYYYMMDD 2022-09-23
PublicationDate_xml – month: 9
  year: 2022
  text: 20220923
  day: 23
PublicationDecade 2020
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Molecules (Basel, Switzerland)
PublicationYear 2022
Publisher MDPI AG
MDPI
Publisher_xml – name: MDPI AG
– name: MDPI
References Bingol (ref_3) 2019; 42
Hendon (ref_15) 2014; 62
Cohen (ref_8) 1970; 8
Bressanello (ref_19) 2017; 214
Arce (ref_12) 2015; 187
Franca (ref_13) 2009; 92
Chen (ref_10) 2022; 46
Zhang (ref_21) 2016; 37
Bressanello (ref_1) 2018; 66
Li (ref_9) 2021; 142
Dong (ref_7) 2019; 272
Liu (ref_16) 2020; 168
Xu (ref_29) 2020; 137
Liu (ref_22) 2019; 272
Gigl (ref_5) 2021; 69
Li (ref_17) 2019; 290
Cheong (ref_23) 2013; 115
Caporaso (ref_4) 2022; 371
Caporaso (ref_27) 2018; 108
Schnabel (ref_14) 2017; 92
Nie (ref_24) 2013; 2
Sebald (ref_28) 2018; 66
Yuan (ref_18) 2019; 11
Fournier (ref_20) 2006; 54
Liu (ref_26) 2019; 281
Baggenstoss (ref_2) 2008; 56
Pollien (ref_25) 2006; 54
He (ref_6) 2018; 98
Arce (ref_11) 2018; 246
References_xml – volume: 92
  start-page: 1535
  year: 2017
  ident: ref_14
  article-title: Shade trees: A determinant to the relative success of organic versus conventional coffee production
  publication-title: Agrofor. Syst.
  doi: 10.1007/s10457-017-0100-y
  contributor:
    fullname: Schnabel
– volume: 214
  start-page: 218
  year: 2017
  ident: ref_19
  article-title: Coffee aroma: Chemometric comparison of the chemical information provided by three different samplings combined with GC-MS to describe the sensory properties in cup
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2016.07.088
  contributor:
    fullname: Bressanello
– volume: 272
  start-page: 251
  year: 2019
  ident: ref_22
  article-title: Modifying Robusta coffee aroma by green bean chemical pre-treatment
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2018.07.226
  contributor:
    fullname: Liu
– volume: 92
  start-page: 345
  year: 2009
  ident: ref_13
  article-title: A preliminary evaluation of the effect of processing temperature on coffee roasting degree assessment
  publication-title: J. Food Eng.
  doi: 10.1016/j.jfoodeng.2008.12.012
  contributor:
    fullname: Franca
– volume: 137
  start-page: 109669
  year: 2020
  ident: ref_29
  article-title: Application of sensory evaluation, GC-ToF-MS, and E-nose to discriminate the flavor differences among five distinct parts of the Chinese blanched chicken
  publication-title: Food Res. Int.
  doi: 10.1016/j.foodres.2020.109669
  contributor:
    fullname: Xu
– volume: 8
  start-page: 330
  year: 1970
  ident: ref_8
  article-title: Plasma ChromatographyTM—A New Dimension for Gas Chromatography and Mass Spectrometry
  publication-title: J. Chromatogr. Sci.
  doi: 10.1093/chromsci/8.6.330
  contributor:
    fullname: Cohen
– volume: 54
  start-page: 8560
  year: 2006
  ident: ref_20
  article-title: Changes in headspace volatile concentrations of coffee brews caused by the roasting process and the brewing procedure
  publication-title: J. Agric. Food Chem.
  doi: 10.1021/jf061178t
  contributor:
    fullname: Fournier
– volume: 108
  start-page: 628
  year: 2018
  ident: ref_27
  article-title: Variability of single bean coffee volatile compounds of Arabica and robusta roasted coffees analysed by SPME-GC-MS
  publication-title: Food Res. Int.
  doi: 10.1016/j.foodres.2018.03.077
  contributor:
    fullname: Caporaso
– volume: 115
  start-page: 300
  year: 2013
  ident: ref_23
  article-title: Pressurised liquid extraction of volatile compounds in coffee bean
  publication-title: Talanta
  doi: 10.1016/j.talanta.2013.04.034
  contributor:
    fullname: Cheong
– volume: 187
  start-page: 572
  year: 2015
  ident: ref_12
  article-title: Determination of volatile compounds by GC-IMS to assign the quality of virgin olive oil
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2015.04.082
  contributor:
    fullname: Arce
– volume: 2
  start-page: 87
  year: 2013
  ident: ref_24
  article-title: Effect of pH, temperature and heating time on the formation of furan in sugar–glycine model systems
  publication-title: Food Sci. Hum. Wellness
  doi: 10.1016/j.fshw.2013.05.001
  contributor:
    fullname: Nie
– volume: 168
  start-page: 108178
  year: 2020
  ident: ref_16
  article-title: Characterization of Jinhua ham aroma profiles in specific to aging time by gas chromatography-ion mobility spectrometry (GC-IMS)
  publication-title: Meat Sci.
  doi: 10.1016/j.meatsci.2020.108178
  contributor:
    fullname: Liu
– volume: 11
  start-page: 530
  year: 2019
  ident: ref_18
  article-title: Direct authentication of three Chinese materia medica species of the Lilii Bulbus family in terms of volatile components by headspace-gas chromatography-ion mobility spectrometry
  publication-title: Anal. Methods
  doi: 10.1039/C8AY02338G
  contributor:
    fullname: Yuan
– volume: 142
  start-page: 110222
  year: 2021
  ident: ref_9
  article-title: GC x GC-ToF-MS and GC-IMS based volatile profile characterization of the Chinese dry-cured hams from different regions
  publication-title: Food Res. Int.
  doi: 10.1016/j.foodres.2021.110222
  contributor:
    fullname: Li
– volume: 54
  start-page: 2786
  year: 2006
  ident: ref_25
  article-title: Quantitation of furan and methylfuran formed in different precursor systems by proton transfer reaction mass spectrometry
  publication-title: J. Agric. Food Chem.
  doi: 10.1021/jf052937v
  contributor:
    fullname: Pollien
– volume: 281
  start-page: 8
  year: 2019
  ident: ref_26
  article-title: Enhancing Robusta coffee aroma by modifying flavour precursors in the green coffee bean
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2018.12.080
  contributor:
    fullname: Liu
– volume: 69
  start-page: 1027
  year: 2021
  ident: ref_5
  article-title: Identification and Quantitation of Reaction Products from Quinic Acid, Quinic Acid Lactone, and Chlorogenic Acid with Strecker Aldehydes in Roasted Coffee
  publication-title: J. Agric. Food Chem.
  doi: 10.1021/acs.jafc.0c06887
  contributor:
    fullname: Gigl
– volume: 246
  start-page: 65
  year: 2018
  ident: ref_11
  article-title: Target vs spectral fingerprint data analysis of Iberian ham samples for avoiding labelling fraud using headspace—Gas chromatography-ion mobility spectrometry
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2017.11.008
  contributor:
    fullname: Arce
– volume: 290
  start-page: 32
  year: 2019
  ident: ref_17
  article-title: Development of a flavor fingerprint by HS-GC-IMS with PCA for volatile compounds of Tricholoma matsutake Singer
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2019.03.124
  contributor:
    fullname: Li
– volume: 66
  start-page: 11092
  year: 2018
  ident: ref_28
  article-title: Sensoproteomics: A New Approach for the Identification of Taste-Active Peptides in Fermented Foods
  publication-title: J. Agric. Food Chem.
  doi: 10.1021/acs.jafc.8b04479
  contributor:
    fullname: Sebald
– volume: 371
  start-page: 131159
  year: 2022
  ident: ref_4
  article-title: Prediction of coffee aroma from single roasted coffee beans by hyperspectral imaging
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2021.131159
  contributor:
    fullname: Caporaso
– volume: 56
  start-page: 5836
  year: 2008
  ident: ref_2
  article-title: Coffee Roasting and Aroma Formation: Application of Different Time-Temperature Conditions
  publication-title: J. Agric. Food Chem.
  doi: 10.1021/jf800327j
  contributor:
    fullname: Baggenstoss
– volume: 62
  start-page: 4947
  year: 2014
  ident: ref_15
  article-title: The role of dissolved cations in coffee extraction
  publication-title: J. Agric. Food Chem.
  doi: 10.1021/jf501687c
  contributor:
    fullname: Hendon
– volume: 37
  start-page: 213
  year: 2016
  ident: ref_21
  article-title: Research Progress in Flavor Components of Coffee
  publication-title: Food Res. Dev.
  contributor:
    fullname: Zhang
– volume: 98
  start-page: 154
  year: 2018
  ident: ref_6
  article-title: Effects of maltose and lysine treatment on coffee aroma by flash gas chromatography electronic nose and gas chromatography-mass spectrometry
  publication-title: J. Sci. Food Agric.
  doi: 10.1002/jsfa.8450
  contributor:
    fullname: He
– volume: 272
  start-page: 723
  year: 2019
  ident: ref_7
  article-title: Comparative evaluation of the volatile profiles and taste properties of roasted coffee beans as affected by drying method and detected by electronic nose, electronic tongue, and HS-SPME-GC-MS
  publication-title: Food Chem.
  doi: 10.1016/j.foodchem.2018.08.068
  contributor:
    fullname: Dong
– volume: 42
  start-page: e13063
  year: 2019
  ident: ref_3
  article-title: Development of a novel 2D single coffee bean model and comparison with a 3D model under varying heating profiles
  publication-title: J. Food Process Eng.
  doi: 10.1111/jfpe.13063
  contributor:
    fullname: Bingol
– volume: 46
  start-page: e13840
  year: 2022
  ident: ref_10
  article-title: Application of gas chromatography-ion mobility spectrometry (GC-IMS) and ultrafast gas chromatography electronic-nose (uf-GC E-nose) to distinguish four Chinese freshwater fishes at both raw and cooked status
  publication-title: J. Food Biochem.
  contributor:
    fullname: Chen
– volume: 66
  start-page: 7096
  year: 2018
  ident: ref_1
  article-title: Chemometric Modeling of Coffee Sensory Notes through Their Chemical Signatures: Potential and Limits in Defining an Analytical Tool for Quality Control
  publication-title: J. Agric. Food Chem.
  doi: 10.1021/acs.jafc.8b01340
  contributor:
    fullname: Bressanello
SSID ssj0021415
Score 2.4353452
Snippet The flavor of coffee can be affected by the preparation parameters. In this investigation, the flavor profiles of three coffee brands under three conditions...
SourceID doaj
pubmedcentral
proquest
gale
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
StartPage 6262
SubjectTerms Alcohol
Alcohols
Aldehydes
Amino acids
Aroma
Beans
Biomarkers
Chromatography
Coffee
E-nose
Electronic noses
Esters
Factor analysis
Flavor
Flavors
Furans
Gas chromatography
GC-IMS
Ionic mobility
Ketones
Least squares method
Marketing
Mass spectrometry
Odors
Organic compounds
Pesticides
Principal components analysis
Scientific imaging
Spectrometry
Sulfur
VOCs
volatile organic components
Volatile organic compounds
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3NaxUxEA_Si17ET1ytEkHwgy59m-8c-x4-q9BSsIXeQrI7wR66K31PvfjHO5PdV_rswYvXnWVIMpPM_EjmN4y9EVGq1BIVYtYWAYpq6oiRpRbgm4gRJLlSt3Z0bA7P1JdzfX6j1Re9CRvpgceF259pl71zBmYJFfkmiRxd1MYl65RQbTl9G70BUxPUajAujXeYEkH9_uXYahZWwqLHCSO2olAh6799JP_9TPJG3Fk-YPenhJEfjAN9yO5A_4jdXWz6tD1mv5dxteax7_jx0NeEIwsj7E_gJ6UfN8YmPmROlSDUXQl1LYacAVDlcBk5FZFd8VM0KaCALrDJEfm7OWAQ2-Mnwy-U7xX98ys8Ed_z8sqAf1rUn4--PmFny4-ni8N66qlQt5h6rGvTEWefTEopmaRIIkLTdgaoANdK46nQNvnOtRKaGSgXTe50UpqQj2w9yKdspx96eMa4i-C7mLTpfFbRdi4pylYgdy7L6FPFPmzWOHwfqTMCQg4ySLhlkIrNyQrXPxLrdfmAvhAmXwj_8oWKvSUbBtqbaLE2TiUGOF5iuQoHVlGzIUz6Kra7MXOYNu0qCIv5isVVcBV7fS1Ga9IdSuxh-FH-oVJfnGfF7JZ7bA19W9JffCvE3V4jlHGz5_9jri_YPUGVGHRBJnfZDvoWvMT8aJ1ela3wB4dBDg4
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3db9MwELdge4AXxPgQgTEZCYkPLVpjO479hNZqZSCtqmCT9hbZ8XnwsGS0BV72x-_OTQtlEq8-y3H8O_vufL47xl4LJ5VvKBViLCs0UFSRO5QsuQBbOJQg3qS4tZOJPj5Tn8_L8_7Cbd4_q1ydiemgDl1Dd-QHokJhUlVSmw9XP3KqGkXe1b6Exl22LQpFbtrt4dFk-mVtcmFjufRlSjTuDy6XJWdhLirkPKHFhjRKSftvH83_Ppf8S_6MH7IHveLID5dI77A70D5i90arem2P2fXYzRfctYFPujYnezJlhv0FfJrqcqOM4l3kFBFCVZZwrFEXIwAO2V06TsFkM36K0AISyJFNDMnfDgGF2T6fdr-Rvp_GH87wZHzH02sD_nGUfzr5-oSdjY9OR8d5X1shb1AFWeQ6UO4-6ZVS0kvhhYOiCRooEBcX2VLArbfBNBKKASjjdAylVyVZQLKxIJ-yrbZr4RnjxoENzpc62KhcFYxXpLVADCZKZ33G3q_WuL5aptCo0fQgQOpbgGRsSCisO1L269TQzS7qfjPVg9JEa4yGgUfmsoUX0RlXauMro4RqMvaGMKxpjyJijetDDXC-lO2qPqwUFR1C5S9juyuY637zzus_rJaxV2syokm-FNdC9zP1oZBf_M-MVRvssTH1TUr7_VtK4G1LNGnM4Pn_P_6C3RcUa0EuMLnLtpBr4CVqQAu_17P5DbixB-4
  priority: 102
  providerName: ProQuest
Title Fast and Non-Destructive Profiling of Commercial Coffee Aroma under Three Conditions (Beans, Powder, and Brews) Using GC-IMS
URI https://www.proquest.com/docview/2724277368
https://search.proquest.com/docview/2725197028
https://pubmed.ncbi.nlm.nih.gov/PMC9572980
https://doaj.org/article/058f9886e0b04191b2fa8a568b78424c
Volume 27
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3db9MwED9t4wFeEJ8iMCojIfGhZW1sJ7Yf12jdQGpVwSb1LbITZ0yiydQWeOGP585NJsreeMlD7FhO7s53l7vfHcBbboV0JZVCrFOFDopMYouaJebeJBY1iNMBtzadZeeX8vMiXexB2mNhQtJ-6a6Pm-_L4-b6W8itvFmWwz5PbDif5iZFk1CPhvuwr4ToXfTOy0pQJW3DlwL9-eFy22XWr7lCZuMZta_BQ5sAlGZHF4WS_XcP5n-TJf_SPpNH8LAzG9nJdnuPYc83T-B-3ndrewq_J3a9Ybap2KxtYvImQ13Yn57NQ1du1FCsrRnhQajHEq6Vt3XtPS7ZLi0jKNmKXSBhPQ5QGJvYkb0fe1RlR2ze_sLxo7D-eIXn4gcWcg3YWR5_mn59BpeT04v8PO46K8QlGiCbOKuocp9wUkrhBHfc-qSsMk8wXCUyQ3BbZypdCp-MvNQ2q6vUyZT8H1EaL57DQdM2_gUwbb2prEuzytTSqko7STaLrytdC2tcBB_7b1zcbAtoFOh4EG2KO7SJYExUuJ1Ita_DjXZ1VXQcUIxSXRutMz9yyFomcby22qaZdkpLLssI3hENC5JQpFhpO6AB7pdqXRUnSlLLITT9IjjsyVx0orsuuEKrReFX0BG8uR1GalIkxTa-_RHmEOAX3zMCtcMeO1vfHUFuDuW7O-59-d9PvoIHnEAYFBsTh3CADOVfo2m0cQMUiIXCq56cDeDe-HQ2_zIIvxkGQUj-ABRLE-4
link.rule.ids 230,315,733,786,790,870,891,2115,12083,12792,21416,27955,27956,31752,31753,33406,33407,33777,33778,43343,43633,43838,53825,53827,74100,74390,74657
linkProvider National Library of Medicine
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3db9MwELdgPIwXxPgQgTGMhMSHFq2xndh-mtaK0sFaTaKT-mbZsT14WDLaAi_88btz040yiddc5Dj-ne_D57sj5A2zXLgaSyHGUoKDIorcgmbJWdCFBQ3iVMpbG0-q0Zn4PCtn3YHbortWuZaJSVD7tsYz8gMmQZlIySt1ePkjx65RGF3tWmjcJfcE5wL5XM5uHK4CtNMqksnBtT-4WDWcDQsmge9YxTZ0USrZf1sw_3tZ8i_tM3xIHnRmIz1a4bxD7oTmEdkerLu1PSZ_hnaxpLbxdNI2OXqTqS7sr0BPU1du0FC0jRTzQbDHEow1aGMMAYZsLyzFVLI5nQKwAQgYxkZ2pO_6AVTZPj1tfwN9P43fn4NcfE_TXQP6aZAfj78-IWfDj9PBKO86K-Q1GCDLvPJYuY87IQR3nDlmQ1H7KmAaLiyxxnRbp72qeSh6QShbRV86UaL_w2sd-FOy1bRNeEaoskF768rK6yis9MoJtFlC9Cpyq11GPqzX2FyuCmgYcDwQEHMLkIz0EYXrF7H2dXrQzs9Nt5VMr1RRK1WFngPW0oVj0SpbVspJJZioM_IWMTS4QwGx2naJBjBfrHVljqTAlkNg-mVkdw2z6bbuwtwwWkZeX5MBTYyk2Ca0P9M7mPAL_5kRucEeG1PfpDTfv6Xy3boEh0b1nv__46_I9mg6PjEnx5MvL8h9hlkXGAzju2QLOCi8BFto6fYSw18B0tEJdQ
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LbxMxELagSMAF8VS3FDASEg91lazt3bVPqAlsW6BRJFqpN8te28Ch6zYJcOHHM-NsAqES18zK2fgbe2Yyj4-QF8xwYVschRjKGgIUUeQGLEvOvCoMWBArU9_a8aQ6PBUfzsqzvv5p3pdVru7EdFG72OJ_5ANWgzGpa17JQejLIqbvmrcXlzkySGGmtafTuE5uoJONNA6yOVgHXwVYqmVWk4NwcL4kn_VzVoMOsopt2KU0vv_qJf1v4eRflqi5S-70LiTdX2J-j1zz3X1ya7xibntAfjVmvqCmc3QSuxwjyzQj9oen08TQDdaKxkCxNwT5lmCtcQzBe1gynhuKbWUzegIgexBgShtVk74aeTBre3Qaf4J8L60_msEd-ZqmugN6MM6Pjj8_JKfN-5PxYd6zLOQtbNMirxxO8eNWCMEtZ5YZX7Su8tiSC9utsPXWKidb7ouhF9JUwZVWlBgL8VZ5_ohsdbHz24RK45UztqycCsLUTlqB_osPTgZulM3Im9Ue64vlMA0NQQgCoq8AkpERorB-EOdgpw_i7Ivuj5UeljIoKSs_tKBmqrAsGGnKStpaCibajLxEDDWeVkCsNX3TAbwvzr3S-7VA-iFwAzOyu4JZ98d4rv8oXUaer8WAJmZVTOfj9_QMNv_C78xIvaEeG6--Kem-fU2jvFUJwY0c7vz_y5-Rm6Dr-tPR5ONjcpthAwbmxfgu2QIF8k_ALVrYp0nffwMmoA2q
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Fast+and+Non-Destructive+Profiling+of+Commercial+Coffee+Aroma+under+Three+Conditions+%28Beans%2C+Powder%2C+and+Brews%29+Using+GC-IMS&rft.jtitle=Molecules+%28Basel%2C+Switzerland%29&rft.au=Chen%2C+Yanping&rft.au=Chen%2C+He&rft.au=Cui%2C+Dandan&rft.au=Fang%2C+Xiaolei&rft.date=2022-09-23&rft.eissn=1420-3049&rft.volume=27&rft.issue=19&rft_id=info:doi/10.3390%2Fmolecules27196262&rft.externalDBID=NO_FULL_TEXT
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1420-3049&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1420-3049&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1420-3049&client=summon