Infrared spectroscopy as a rapid tool to detect methylglyoxal and antibacterial activity in Australian honeys

•A linear relationship found for methylglyoxal(MGO) and bacterial inhibition in honey.•Good prediction models using MIR spectral data of honey for both MGO and inhibition.•MIR spectroscopy shows promise as a technique to predict bacterial inhibition. Methylglyoxal (2-oxopropanal) is a compound known...

Full description

Saved in:
Bibliographic Details
Published inFood chemistry Vol. 172; pp. 207 - 212
Main Authors Sultanbawa, Yasmina, Cozzolino, Daniel, Fuller, Steve, Cusack, Andrew, Currie, Margaret, Smyth, Heather
Format Journal Article
LanguageEnglish
Published England Elsevier Ltd 01.04.2015
Subjects
Online AccessGet full text

Cover

Loading…
Abstract •A linear relationship found for methylglyoxal(MGO) and bacterial inhibition in honey.•Good prediction models using MIR spectral data of honey for both MGO and inhibition.•MIR spectroscopy shows promise as a technique to predict bacterial inhibition. Methylglyoxal (2-oxopropanal) is a compound known to contribute to the non-peroxide antimicrobial activity of honeys. The feasibility of using infrared spectroscopy as a predictive tool for honey antibacterial activity and methylglyoxal content was assessed. A linear relationship was found between methylglyoxal content (279–1755mg/kg) in Leptospermum polygalifolium honeys and bacterial inhibition for Escherichiacoli (R2=0.80) and Staphylococcusaureus (R2=0.64). A good prediction of methylglyoxal (R2 0.75) content in honey was achieved using spectroscopic data from the mid infrared (MIR) range in combination with partial least squares regression. These results indicate that robust predictive equations could be developed using MIR for commercial application where the prediction of bacterial inhibition is needed to ‘value’ honeys with methylglyoxal contents in excess of 200mg/kg.
AbstractList Methylglyoxal (2-oxopropanal) is a compound known to contribute to the non-peroxide antimicrobial activity of honeys. The feasibility of using infrared spectroscopy as a predictive tool for honey antibacterial activity and methylglyoxal content was assessed. A linear relationship was found between methylglyoxal content (279-1755 mg/kg) in Leptospermum polygalifolium honeys and bacterial inhibition for Escherichiacoli (R(2) = 0.80) and Staphylococcusaureus (R(2) = 0.64). A good prediction of methylglyoxal (R(2) 0.75) content in honey was achieved using spectroscopic data from the mid infrared (MIR) range in combination with partial least squares regression. These results indicate that robust predictive equations could be developed using MIR for commercial application where the prediction of bacterial inhibition is needed to 'value' honeys with methylglyoxal contents in excess of 200mg/kg.
Methylglyoxal (2-oxopropanal) is a compound known to contribute to the non-peroxide antimicrobial activity of honeys. The feasibility of using infrared spectroscopy as a predictive tool for honey antibacterial activity and methylglyoxal content was assessed. A linear relationship was found between methylglyoxal content (279-1755 mg/kg) in Leptospermum polygalifolium honeys and bacterial inhibition for Escherichiacoli (R super(2) = 0.80) and Staphylococcusaureus (R super(2) = 0.64). A good prediction of methylglyoxal (R super(2) 0.75) content in honey was achieved using spectroscopic data from the mid infrared (MIR) range in combination with partial least squares regression. These results indicate that robust predictive equations could be developed using MIR for commercial application where the prediction of bacterial inhibition is needed to 'value' honeys with methylglyoxal contents in excess of 200 mg/kg.
•A linear relationship found for methylglyoxal(MGO) and bacterial inhibition in honey.•Good prediction models using MIR spectral data of honey for both MGO and inhibition.•MIR spectroscopy shows promise as a technique to predict bacterial inhibition. Methylglyoxal (2-oxopropanal) is a compound known to contribute to the non-peroxide antimicrobial activity of honeys. The feasibility of using infrared spectroscopy as a predictive tool for honey antibacterial activity and methylglyoxal content was assessed. A linear relationship was found between methylglyoxal content (279–1755mg/kg) in Leptospermum polygalifolium honeys and bacterial inhibition for Escherichiacoli (R2=0.80) and Staphylococcusaureus (R2=0.64). A good prediction of methylglyoxal (R2 0.75) content in honey was achieved using spectroscopic data from the mid infrared (MIR) range in combination with partial least squares regression. These results indicate that robust predictive equations could be developed using MIR for commercial application where the prediction of bacterial inhibition is needed to ‘value’ honeys with methylglyoxal contents in excess of 200mg/kg.
Author Cozzolino, Daniel
Fuller, Steve
Currie, Margaret
Sultanbawa, Yasmina
Cusack, Andrew
Smyth, Heather
Author_xml – sequence: 1
  givenname: Yasmina
  surname: Sultanbawa
  fullname: Sultanbawa, Yasmina
  email: y.sultanbawa@uq.edu.au
  organization: Centre for Nutrition and Food Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Australia
– sequence: 2
  givenname: Daniel
  surname: Cozzolino
  fullname: Cozzolino, Daniel
  organization: School of Agriculture, Food and Wine, The University of Adelaide, Australia
– sequence: 3
  givenname: Steve
  surname: Fuller
  fullname: Fuller, Steve
  organization: Innovative Food Solutions and Technology, Department of Agriculture, Fisheries and Forestry, Queensland, Australia
– sequence: 4
  givenname: Andrew
  surname: Cusack
  fullname: Cusack, Andrew
  organization: Innovative Food Solutions and Technology, Department of Agriculture, Fisheries and Forestry, Queensland, Australia
– sequence: 5
  givenname: Margaret
  surname: Currie
  fullname: Currie, Margaret
  organization: Innovative Food Solutions and Technology, Department of Agriculture, Fisheries and Forestry, Queensland, Australia
– sequence: 6
  givenname: Heather
  surname: Smyth
  fullname: Smyth, Heather
  organization: Centre for Nutrition and Food Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Australia
BackLink https://www.ncbi.nlm.nih.gov/pubmed/25442544$$D View this record in MEDLINE/PubMed
BookMark eNqNkU1r3DAQhkVIaTZp_0LQsRc7-rD1cWsIbRII9NKehVYad7XYliNpQ_3vq2WTXpvDSCCe0Qzvc4nO5zgDQteUtJRQcbNvhxi928HUMkK7luiWCHmGNlRJ3kgi2TnaEE5Uo2gnLtBlzntCSGXVR3TB-q471gZNj_OQbAKP8wKupJhdXFZsM7Y42SV4XGIc64E9lArgCcpuHX-Pa_xjR2xnX6uErXUFUji-uBJeQllxmPHtIZdkx2BnvKvrr_kT-jDYMcPn1_sK_fr-7efdQ_P04_7x7vapcR2hpem4E8pxD67TRCmArZfESTZIq3XPQHpNXc8VVT0oKqiWzEoumKC-d5ICv0JfTv8uKT4fIBczhexgHO0M8ZANFVxrzaju34EyrYXWXFZUnFBXY8oJBrOkMNm0GkrM0YrZmzcr5mjFEG2qldp4_TrjsJ3A_2t701CBrycAaigvAZLJLsDswIdUQzc-hv_N-Asm76Qu
CitedBy_id crossref_primary_10_1016_j_lwt_2022_113377
crossref_primary_10_1111_jam_14429
crossref_primary_10_1371_journal_pone_0243246
crossref_primary_10_1016_j_vibspec_2016_02_011
crossref_primary_10_1016_j_foodres_2022_111667
crossref_primary_10_1016_j_jfca_2017_12_002
crossref_primary_10_1088_1748_605X_ab87e5
crossref_primary_10_1021_acs_jafc_6b04776
crossref_primary_10_2478_jas_2018_0012
crossref_primary_10_1080_00218839_2017_1411178
crossref_primary_10_1007_s00203_016_1308_3
crossref_primary_10_1039_C9NJ03553B
crossref_primary_10_3390_molecules26134007
crossref_primary_10_1007_s12393_019_09191_2
crossref_primary_10_1039_C5RA05828G
Cites_doi 10.1016/j.foodres.2010.10.043
10.1371/journal.pone.0017709
10.1016/j.foodchem.2009.03.022
10.1016/0926-6569(63)90108-1
10.1111/j.2042-7158.1991.tb03186.x
10.1021/jf034985q
10.1007/s00217-003-0814-0
10.1002/iub.578
10.17221/911-CJFS
10.1021/jf300068w
10.12968/jowc.2011.20.11.528
10.1016/j.mimet.2005.04.007
10.1016/j.eujim.2010.09.182
10.1002/mnfr.200700282
10.1021/jf100420z
10.1016/j.carres.2007.12.011
10.1016/j.carres.2009.03.020
10.1016/j.foodres.2009.10.008
10.1007/s00217-007-0759-9
10.1016/j.foodchem.2006.04.010
10.1255/nirn.689
ContentType Journal Article
Copyright 2014 Elsevier Ltd
Copyright © 2014 Elsevier Ltd. All rights reserved.
Copyright_xml – notice: 2014 Elsevier Ltd
– notice: Copyright © 2014 Elsevier Ltd. All rights reserved.
DBID CGR
CUY
CVF
ECM
EIF
NPM
AAYXX
CITATION
7X8
7QL
7T7
8FD
C1K
FR3
P64
DOI 10.1016/j.foodchem.2014.09.067
DatabaseName Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
CrossRef
MEDLINE - Academic
Bacteriology Abstracts (Microbiology B)
Industrial and Applied Microbiology Abstracts (Microbiology A)
Technology Research Database
Environmental Sciences and Pollution Management
Engineering Research Database
Biotechnology and BioEngineering Abstracts
DatabaseTitle MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
CrossRef
MEDLINE - Academic
Engineering Research Database
Technology Research Database
Industrial and Applied Microbiology Abstracts (Microbiology A)
Bacteriology Abstracts (Microbiology B)
Biotechnology and BioEngineering Abstracts
Environmental Sciences and Pollution Management
DatabaseTitleList MEDLINE
Engineering Research Database

MEDLINE - Academic
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Economics
Chemistry
Diet & Clinical Nutrition
EISSN 1873-7072
EndPage 212
ExternalDocumentID 10_1016_j_foodchem_2014_09_067
25442544
S0308814614014344
Genre Research Support, Non-U.S. Gov't
Journal Article
GeographicLocations Australia
GeographicLocations_xml – name: Australia
GroupedDBID ---
--K
--M
.~1
0R~
1B1
1RT
1~.
1~5
4.4
457
4G.
5GY
5VS
7-5
71M
8P~
9JM
9JN
AABNK
AABVA
AACTN
AAEDT
AAEDW
AAIAV
AAIKC
AAIKJ
AAKOC
AALRI
AAMNW
AAOAW
AAQFI
AARLI
AATLK
AAXUO
ABFNM
ABFRF
ABGRD
ABGSF
ABJNI
ABMAC
ABUDA
ABYKQ
ACDAQ
ACGFO
ACGFS
ACIUM
ACRLP
ADBBV
ADECG
ADEZE
ADQTV
ADUVX
AEBSH
AEFWE
AEHWI
AEKER
AENEX
AEQOU
AFKWA
AFTJW
AFXIZ
AFZHZ
AGUBO
AGYEJ
AHHHB
AIEXJ
AIKHN
AITUG
AJBFU
AJOXV
AJSZI
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AXJTR
BKOJK
BLXMC
CBWCG
CS3
DOVZS
DU5
EBS
EFJIC
EFLBG
EJD
EO8
EO9
EP2
EP3
F5P
FDB
FIRID
FLBIZ
FNPLU
FYGXN
G-Q
GBLVA
IHE
J1W
K-O
KOM
KZ1
LW9
M41
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
Q38
RIG
ROL
RPZ
SAB
SCC
SDF
SDG
SDP
SES
SPC
SPCBC
SSA
SSK
SSU
SSZ
T5K
WH7
~G-
~KM
AAHBH
AAXKI
AKRWK
CGR
CUY
CVF
ECM
EIF
NPM
29H
53G
AALCJ
AAQXK
AAYJJ
AAYXX
ABXDB
ACNNM
ACRPL
ADMUD
ADNMO
AFJKZ
AGHFR
AGRDE
AI.
ASPBG
AVWKF
AZFZN
CITATION
FEDTE
FGOYB
G-2
HLV
HVGLF
HZ~
R2-
SCB
SEW
VH1
WUQ
Y6R
7X8
7QL
7T7
8FD
C1K
FR3
P64
ID FETCH-LOGICAL-c401t-43c68c3dec49088eebd70c72f7a9952e7d91c538185e8161972a736261d5c71e3
IEDL.DBID .~1
ISSN 0308-8146
IngestDate Sat Oct 26 01:43:16 EDT 2024
Fri Oct 25 11:07:05 EDT 2024
Fri Dec 06 03:55:32 EST 2024
Sat Sep 28 08:06:28 EDT 2024
Fri Feb 23 02:19:30 EST 2024
IsPeerReviewed true
IsScholarly true
Keywords Honey
Methylglyoxal
Infrared spectroscopy
Antibacterial activity
Language English
License Copyright © 2014 Elsevier Ltd. All rights reserved.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c401t-43c68c3dec49088eebd70c72f7a9952e7d91c538185e8161972a736261d5c71e3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
PMID 25442544
PQID 1629969937
PQPubID 23479
PageCount 6
ParticipantIDs proquest_miscellaneous_1639992195
proquest_miscellaneous_1629969937
crossref_primary_10_1016_j_foodchem_2014_09_067
pubmed_primary_25442544
elsevier_sciencedirect_doi_10_1016_j_foodchem_2014_09_067
PublicationCentury 2000
PublicationDate 2015-04-01
2015-Apr-01
2015-04-00
20150401
PublicationDateYYYYMMDD 2015-04-01
PublicationDate_xml – month: 04
  year: 2015
  text: 2015-04-01
  day: 01
PublicationDecade 2010
PublicationPlace England
PublicationPlace_xml – name: England
PublicationTitle Food chemistry
PublicationTitleAlternate Food Chem
PublicationYear 2015
Publisher Elsevier Ltd
Publisher_xml – name: Elsevier Ltd
References Mavric, Wittmann, Barth, Henle (b0080) 2008; 52
Sinelli, Cerretani, di Egidio, Bendini, Casiraghi (b0100) 2010; 43
Thomas, Hamdan, Hailes, Walker (b0110) 2011; 20
Adams, Manley-Harris, Molan (b0010) 2009; 344
Carr (b0030) 1998; 18
Fearn (b0055) 2002; 13
Kwakman, Velde, de Boer, Vandenbroucke-Grauls, Zaat (b0070) 2011; 6
Stephens, J. M. D. C. (2006). The factors responsible for the varying levels of UMF® in mānuka (Leptospermum scoparium) honey (Ph.D. thesis). University of Waikato, New Zealand.
Allen, Molan, Reid (b0015) 1991; 43
Patton, Barrett, Brennan, Moran (b0090) 2006; 64
Williams (b0125) 2001
Shah, Cynkar, Smith, Cozzolino (b0095) 2010; 58
Weigel, Opitz, Henle (b0115) 2004; 218
Adams, Boult, Deadman, Farr, Grainger, Manley-Harris (b0005) 2008; 343
Cozzolino, Cynkar, Shah, Smith (b0040) 2011; 44
Etzold, Lichtenberg-Kraag (b0050) 2008; 227
Kato, Umeda, Maeda, Matsumoto, Kitamoto, Kikuzaki (b0060) 2012; 60
Kelly, Downey, Fouratier (b0065) 2004; 52
Naes, Isaksson, Fearn, Davies (b0085) 2002
White, Subers, Schepartz (b0120) 1963; 73
Bertelli, Plessi, Sabatini, Lolli, Grillenzoni (b0025) 2007; 101
Kwakman, Zaat (b0075) 2012; 64
Cozzolino, Holdstock, Dambergs, Cynkar, Smith (b0045) 2009; 116
Zerm, Jecht, Dé-Malter, Friedrich, Girke, Kröz (b0130) 2010; 2
Atrott, Henle (b0020) 2009; 27
Carter, Blair, Irish (b0035) 2010
Carter (10.1016/j.foodchem.2014.09.067_b0035) 2010
Zerm (10.1016/j.foodchem.2014.09.067_b0130) 2010; 2
Thomas (10.1016/j.foodchem.2014.09.067_b0110) 2011; 20
Cozzolino (10.1016/j.foodchem.2014.09.067_b0045) 2009; 116
Kelly (10.1016/j.foodchem.2014.09.067_b0065) 2004; 52
Patton (10.1016/j.foodchem.2014.09.067_b0090) 2006; 64
Sinelli (10.1016/j.foodchem.2014.09.067_b0100) 2010; 43
Carr (10.1016/j.foodchem.2014.09.067_b0030) 1998; 18
Kwakman (10.1016/j.foodchem.2014.09.067_b0075) 2012; 64
Allen (10.1016/j.foodchem.2014.09.067_b0015) 1991; 43
Williams (10.1016/j.foodchem.2014.09.067_b0125) 2001
Bertelli (10.1016/j.foodchem.2014.09.067_b0025) 2007; 101
Cozzolino (10.1016/j.foodchem.2014.09.067_b0040) 2011; 44
Naes (10.1016/j.foodchem.2014.09.067_b0085) 2002
Weigel (10.1016/j.foodchem.2014.09.067_b0115) 2004; 218
Fearn (10.1016/j.foodchem.2014.09.067_b0055) 2002; 13
Shah (10.1016/j.foodchem.2014.09.067_b0095) 2010; 58
Atrott (10.1016/j.foodchem.2014.09.067_b0020) 2009; 27
Kwakman (10.1016/j.foodchem.2014.09.067_b0070) 2011; 6
Adams (10.1016/j.foodchem.2014.09.067_b0005) 2008; 343
Kato (10.1016/j.foodchem.2014.09.067_b0060) 2012; 60
White (10.1016/j.foodchem.2014.09.067_b0120) 1963; 73
10.1016/j.foodchem.2014.09.067_b0105
Mavric (10.1016/j.foodchem.2014.09.067_b0080) 2008; 52
Etzold (10.1016/j.foodchem.2014.09.067_b0050) 2008; 227
Adams (10.1016/j.foodchem.2014.09.067_b0010) 2009; 344
References_xml – volume: 343
  start-page: 651
  year: 2008
  end-page: 659
  ident: b0005
  article-title: Isolation by HPLC and characterisation of the bioactive fraction of New Zealand manuka (
  publication-title: Carbohydrate Research
  contributor:
    fullname: Manley-Harris
– volume: 227
  start-page: 579
  year: 2008
  end-page: 586
  ident: b0050
  article-title: Determination of the botanical origin of honey by Fourier-transformed infrared spectroscopy: An approach for routine analysis
  publication-title: European Food Research and Technology
  contributor:
    fullname: Lichtenberg-Kraag
– volume: 52
  start-page: 33
  year: 2004
  end-page: 39
  ident: b0065
  article-title: Initial study of honey adulteration by sugar solutions using midinfrared (MIR) spectroscopy and chemometrics
  publication-title: Journal of Agricultural and Food Chemistry
  contributor:
    fullname: Fouratier
– volume: 344
  start-page: 1050
  year: 2009
  end-page: 1053
  ident: b0010
  article-title: The origin of methylglyoxal in New Zealand manuka (
  publication-title: Carbohydrate Research
  contributor:
    fullname: Molan
– volume: 27
  start-page: S163
  year: 2009
  end-page: S165
  ident: b0020
  article-title: Methylglyoxal in manuka honey – Correlation with antibacterial properties
  publication-title: Czech Journal of Food Sciences
  contributor:
    fullname: Henle
– volume: 73
  start-page: 57
  year: 1963
  end-page: 70
  ident: b0120
  article-title: The identification of inhibine, the antibacterial factor in honey, as hydrogen peroxide and its origin in a honey glucose-oxidase system
  publication-title: Biochimica et Biophysica Acta
  contributor:
    fullname: Schepartz
– volume: 6
  year: 2011
  ident: b0070
  article-title: Two major medicinal honeys have different mechanisms of bactericidal activity
  publication-title: PLoS One
  contributor:
    fullname: Zaat
– volume: 13
  start-page: 12
  year: 2002
  end-page: 14
  ident: b0055
  article-title: Assessing calibrations: SEP, RPD, RER and R
  publication-title: NIR News
  contributor:
    fullname: Fearn
– volume: 101
  start-page: 1565
  year: 2007
  end-page: 1570
  ident: b0025
  article-title: Classification of Italian honeys by mid-infrared diffuse reflectance spectroscopy (DRIFTS)
  publication-title: Food Chemistry
  contributor:
    fullname: Grillenzoni
– year: 2010
  ident: b0035
  article-title: An investigation into the therapeutic properties of honey
  contributor:
    fullname: Irish
– volume: 116
  start-page: 761
  year: 2009
  end-page: 765
  ident: b0045
  article-title: Mid infrared spectroscopy and multivariate analysis: A tool to discriminate between organic and non-organic wines grown in Australia
  publication-title: Food Chemistry
  contributor:
    fullname: Smith
– volume: 64
  start-page: 48
  year: 2012
  end-page: 55
  ident: b0075
  article-title: Antibacterial components of honey
  publication-title: IUBMB Life
  contributor:
    fullname: Zaat
– volume: 52
  start-page: 483
  year: 2008
  end-page: 489
  ident: b0080
  article-title: Identification and quantification of methylglyoxal as the dominant antibacterial constituent of Manuka (
  publication-title: Molecular Nutrition & Food Research
  contributor:
    fullname: Henle
– volume: 218
  start-page: 147
  year: 2004
  end-page: 151
  ident: b0115
  article-title: Studies on the occurrence and formation of 1,2-dicarbonyls in honey
  publication-title: European Food Research and Technology
  contributor:
    fullname: Henle
– volume: 43
  start-page: 369
  year: 2010
  end-page: 375
  ident: b0100
  article-title: Application of near (NIR) infrared and mid (MIR) infrared spectroscopy as a rapid tool to classify extra virgin olive oil on the basis of fruity attribute intensity
  publication-title: Food Research International
  contributor:
    fullname: Casiraghi
– year: 2002
  ident: b0085
  article-title: A user-friendly guide to multivariate calibration and classification
  contributor:
    fullname: Davies
– start-page: 145
  year: 2001
  end-page: 169
  ident: b0125
  article-title: Implementation of near-infrared technology
  publication-title: Near infrared technology in the agricultural and food industries
  contributor:
    fullname: Williams
– volume: 2
  start-page: 258
  year: 2010
  end-page: 259
  ident: b0130
  article-title: Treatment of diabetic foot syndrome with manuka honey
  publication-title: European Journal of Integrative Medicine
  contributor:
    fullname: Kröz
– volume: 20
  start-page: 528
  year: 2011
  end-page: 533
  ident: b0110
  article-title: Manuka honey as an effective treatment for chronic pilonidal sinus wounds
  publication-title: Journal of Wound Care
  contributor:
    fullname: Walker
– volume: 18
  start-page: 1
  year: 1998
  end-page: 5
  ident: b0030
  article-title: Therapeutic properties of New Zealand and Australian tea trees (
  publication-title: New Zealand Pharmacy
  contributor:
    fullname: Carr
– volume: 60
  start-page: 3418
  year: 2012
  end-page: 3423
  ident: b0060
  article-title: Identification of a novel glycoside, leptosin, as a chemical marker of manuka honey
  publication-title: Journal of Agricultural and Food Chemistry
  contributor:
    fullname: Kikuzaki
– volume: 43
  start-page: 817
  year: 1991
  end-page: 822
  ident: b0015
  article-title: A survey of the antibacterial activity of some New Zealand honeys
  publication-title: Journal of Pharmacy and Pharmacology
  contributor:
    fullname: Reid
– volume: 44
  start-page: 181
  year: 2011
  end-page: 186
  ident: b0040
  article-title: Feasibility study on the use of attenuated total reflectance mid-infrared for analysis of compositional parameters in wine
  publication-title: Food Research International
  contributor:
    fullname: Smith
– volume: 64
  start-page: 84
  year: 2006
  end-page: 95
  ident: b0090
  article-title: Use of a spectrophotometric bioassay for determination of microbial sensitivity to manuka honey
  publication-title: Journal of Microbiological methods
  contributor:
    fullname: Moran
– volume: 58
  start-page: 3279
  year: 2010
  end-page: 3283
  ident: b0095
  article-title: Use of attenuated total reflectance midinfrared for rapid and real-time analysis of compositional parameters in commercial white grape juice
  publication-title: Journal of Agricultural and Food Chemistry
  contributor:
    fullname: Cozzolino
– volume: 44
  start-page: 181
  issue: 1
  year: 2011
  ident: 10.1016/j.foodchem.2014.09.067_b0040
  article-title: Feasibility study on the use of attenuated total reflectance mid-infrared for analysis of compositional parameters in wine
  publication-title: Food Research International
  doi: 10.1016/j.foodres.2010.10.043
  contributor:
    fullname: Cozzolino
– volume: 6
  issue: 3
  year: 2011
  ident: 10.1016/j.foodchem.2014.09.067_b0070
  article-title: Two major medicinal honeys have different mechanisms of bactericidal activity
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0017709
  contributor:
    fullname: Kwakman
– volume: 116
  start-page: 761
  issue: 3
  year: 2009
  ident: 10.1016/j.foodchem.2014.09.067_b0045
  article-title: Mid infrared spectroscopy and multivariate analysis: A tool to discriminate between organic and non-organic wines grown in Australia
  publication-title: Food Chemistry
  doi: 10.1016/j.foodchem.2009.03.022
  contributor:
    fullname: Cozzolino
– volume: 73
  start-page: 57
  year: 1963
  ident: 10.1016/j.foodchem.2014.09.067_b0120
  article-title: The identification of inhibine, the antibacterial factor in honey, as hydrogen peroxide and its origin in a honey glucose-oxidase system
  publication-title: Biochimica et Biophysica Acta
  doi: 10.1016/0926-6569(63)90108-1
  contributor:
    fullname: White
– volume: 43
  start-page: 817
  issue: 12
  year: 1991
  ident: 10.1016/j.foodchem.2014.09.067_b0015
  article-title: A survey of the antibacterial activity of some New Zealand honeys
  publication-title: Journal of Pharmacy and Pharmacology
  doi: 10.1111/j.2042-7158.1991.tb03186.x
  contributor:
    fullname: Allen
– volume: 52
  start-page: 33
  issue: 1
  year: 2004
  ident: 10.1016/j.foodchem.2014.09.067_b0065
  article-title: Initial study of honey adulteration by sugar solutions using midinfrared (MIR) spectroscopy and chemometrics
  publication-title: Journal of Agricultural and Food Chemistry
  doi: 10.1021/jf034985q
  contributor:
    fullname: Kelly
– ident: 10.1016/j.foodchem.2014.09.067_b0105
– volume: 218
  start-page: 147
  issue: 2
  year: 2004
  ident: 10.1016/j.foodchem.2014.09.067_b0115
  article-title: Studies on the occurrence and formation of 1,2-dicarbonyls in honey
  publication-title: European Food Research and Technology
  doi: 10.1007/s00217-003-0814-0
  contributor:
    fullname: Weigel
– volume: 64
  start-page: 48
  issue: 1
  year: 2012
  ident: 10.1016/j.foodchem.2014.09.067_b0075
  article-title: Antibacterial components of honey
  publication-title: IUBMB Life
  doi: 10.1002/iub.578
  contributor:
    fullname: Kwakman
– volume: 27
  start-page: S163
  year: 2009
  ident: 10.1016/j.foodchem.2014.09.067_b0020
  article-title: Methylglyoxal in manuka honey – Correlation with antibacterial properties
  publication-title: Czech Journal of Food Sciences
  doi: 10.17221/911-CJFS
  contributor:
    fullname: Atrott
– volume: 60
  start-page: 3418
  issue: 13
  year: 2012
  ident: 10.1016/j.foodchem.2014.09.067_b0060
  article-title: Identification of a novel glycoside, leptosin, as a chemical marker of manuka honey
  publication-title: Journal of Agricultural and Food Chemistry
  doi: 10.1021/jf300068w
  contributor:
    fullname: Kato
– volume: 20
  start-page: 528
  issue: 11
  year: 2011
  ident: 10.1016/j.foodchem.2014.09.067_b0110
  article-title: Manuka honey as an effective treatment for chronic pilonidal sinus wounds
  publication-title: Journal of Wound Care
  doi: 10.12968/jowc.2011.20.11.528
  contributor:
    fullname: Thomas
– year: 2010
  ident: 10.1016/j.foodchem.2014.09.067_b0035
  contributor:
    fullname: Carter
– volume: 64
  start-page: 84
  issue: 1
  year: 2006
  ident: 10.1016/j.foodchem.2014.09.067_b0090
  article-title: Use of a spectrophotometric bioassay for determination of microbial sensitivity to manuka honey
  publication-title: Journal of Microbiological methods
  doi: 10.1016/j.mimet.2005.04.007
  contributor:
    fullname: Patton
– volume: 2
  start-page: 258
  issue: 4
  year: 2010
  ident: 10.1016/j.foodchem.2014.09.067_b0130
  article-title: Treatment of diabetic foot syndrome with manuka honey
  publication-title: European Journal of Integrative Medicine
  doi: 10.1016/j.eujim.2010.09.182
  contributor:
    fullname: Zerm
– volume: 52
  start-page: 483
  issue: 4
  year: 2008
  ident: 10.1016/j.foodchem.2014.09.067_b0080
  article-title: Identification and quantification of methylglyoxal as the dominant antibacterial constituent of Manuka (Leptospermum scoparium) honeys from New Zealand
  publication-title: Molecular Nutrition & Food Research
  doi: 10.1002/mnfr.200700282
  contributor:
    fullname: Mavric
– start-page: 145
  year: 2001
  ident: 10.1016/j.foodchem.2014.09.067_b0125
  article-title: Implementation of near-infrared technology
  contributor:
    fullname: Williams
– volume: 58
  start-page: 3279
  issue: 6
  year: 2010
  ident: 10.1016/j.foodchem.2014.09.067_b0095
  article-title: Use of attenuated total reflectance midinfrared for rapid and real-time analysis of compositional parameters in commercial white grape juice
  publication-title: Journal of Agricultural and Food Chemistry
  doi: 10.1021/jf100420z
  contributor:
    fullname: Shah
– volume: 18
  start-page: 1
  issue: 2
  year: 1998
  ident: 10.1016/j.foodchem.2014.09.067_b0030
  article-title: Therapeutic properties of New Zealand and Australian tea trees (Leptospermum and Melaleuca)
  publication-title: New Zealand Pharmacy
  contributor:
    fullname: Carr
– volume: 343
  start-page: 651
  issue: 4
  year: 2008
  ident: 10.1016/j.foodchem.2014.09.067_b0005
  article-title: Isolation by HPLC and characterisation of the bioactive fraction of New Zealand manuka (Leptospermum scoparium) honey
  publication-title: Carbohydrate Research
  doi: 10.1016/j.carres.2007.12.011
  contributor:
    fullname: Adams
– volume: 344
  start-page: 1050
  issue: 8
  year: 2009
  ident: 10.1016/j.foodchem.2014.09.067_b0010
  article-title: The origin of methylglyoxal in New Zealand manuka (Leptospermum scoparium) honey
  publication-title: Carbohydrate Research
  doi: 10.1016/j.carres.2009.03.020
  contributor:
    fullname: Adams
– volume: 43
  start-page: 369
  issue: 1
  year: 2010
  ident: 10.1016/j.foodchem.2014.09.067_b0100
  article-title: Application of near (NIR) infrared and mid (MIR) infrared spectroscopy as a rapid tool to classify extra virgin olive oil on the basis of fruity attribute intensity
  publication-title: Food Research International
  doi: 10.1016/j.foodres.2009.10.008
  contributor:
    fullname: Sinelli
– volume: 227
  start-page: 579
  issue: 2
  year: 2008
  ident: 10.1016/j.foodchem.2014.09.067_b0050
  article-title: Determination of the botanical origin of honey by Fourier-transformed infrared spectroscopy: An approach for routine analysis
  publication-title: European Food Research and Technology
  doi: 10.1007/s00217-007-0759-9
  contributor:
    fullname: Etzold
– year: 2002
  ident: 10.1016/j.foodchem.2014.09.067_b0085
  contributor:
    fullname: Naes
– volume: 101
  start-page: 1565
  issue: 4
  year: 2007
  ident: 10.1016/j.foodchem.2014.09.067_b0025
  article-title: Classification of Italian honeys by mid-infrared diffuse reflectance spectroscopy (DRIFTS)
  publication-title: Food Chemistry
  doi: 10.1016/j.foodchem.2006.04.010
  contributor:
    fullname: Bertelli
– volume: 13
  start-page: 12
  issue: 6
  year: 2002
  ident: 10.1016/j.foodchem.2014.09.067_b0055
  article-title: Assessing calibrations: SEP, RPD, RER and R2
  publication-title: NIR News
  doi: 10.1255/nirn.689
  contributor:
    fullname: Fearn
SSID ssj0002018
Score 2.3048549
Snippet •A linear relationship found for methylglyoxal(MGO) and bacterial inhibition in honey.•Good prediction models using MIR spectral data of honey for both MGO and...
Methylglyoxal (2-oxopropanal) is a compound known to contribute to the non-peroxide antimicrobial activity of honeys. The feasibility of using infrared...
SourceID proquest
crossref
pubmed
elsevier
SourceType Aggregation Database
Index Database
Publisher
StartPage 207
SubjectTerms Anti-Bacterial Agents - pharmacology
Antibacterial activity
Australia
Honey
Honey - analysis
Infrared spectroscopy
Leptospermum
Methylglyoxal
Pyruvaldehyde - analysis
Pyruvaldehyde - pharmacology
Spectrophotometry, Infrared
Title Infrared spectroscopy as a rapid tool to detect methylglyoxal and antibacterial activity in Australian honeys
URI https://dx.doi.org/10.1016/j.foodchem.2014.09.067
https://www.ncbi.nlm.nih.gov/pubmed/25442544
https://search.proquest.com/docview/1629969937
https://search.proquest.com/docview/1639992195
Volume 172
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3db9QwDLem8QAvaBsDbhtTkBBv3V0_0rSP08F0A3EvMGlvUZqk0OnWnu46afeyv3120jCQBjzw0EqN0jayLduJ7Z8B3sVpVhsuqmhiax5lacUjRUFehyxi6zxRrnzsyzyfXWSfLvnlFkxDLQylVQ663-t0p62HkfFAzfGyacZfCWmFDrBoi5ClGWGCZnxCXQxO7h7SPNDAFT6SULjjrl-qhK9O6q4zSBuqSI893qnrN_-ogfqTA-oM0dkOPB88SHbqF7kLW7bdg6fT0LhtD0YfGtuz92yA_FyweUDcx3mhEHn9Aq7P23pF-efMlVsSrGW33DC1Zoqt1LIxrO-6Bd6YsRRqYNRterP4vth0t_hV1Rq8-qbyeM80on0rCta07OEMhf3oWhSXfbg4-_htOouG7guRRoL2yDedFzo1VrtcKGsrIyZaJLVQZckTK0wZa-4Mvi3QbyxFogSB28SGaxHb9CVst_iD18AKQrkpcN9blegg6kJZW6hM8KSuOcqCGsE4kFwuPciGDNlnVzIwSRKT5KSUyKQRlIEz8jdxkWgJ_vnu28BKiZyhAIlqbXezlnGOxjknj-1vc9ClK1HP8xG88nLwc80E90bXwX-s7hCe4RP3yUFHsN2vbuwb9Hv66tgJ9jE8OT3_PJvfA0MCAlU
link.rule.ids 314,780,784,4502,24116,27924,27925,45585,45679
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Lb9swDCa67tBdhq17NHtqwLCbm_ghyz4W2Yp0a3NZC_QmyJK8uUjtIHGB5tLfXlKy1g3Y47CDfLBlWyAJkhLJjwDv4zSrDRdVNLE1j7K04pGiIK9DFrF1nihXPnYyz2dn2edzfr4F01ALQ2mVg-73Ot1p6-HOeKDmeNk046-EtEIHWLRFyNIsuwf3M47eLwr1_s1dngdauMKHEgp33vVTmfDFft11BolDJemxBzx1Ded_a6H-5IE6S3T4CB4OLiQ78Kt8DFu23YWdaejctgujj43t2Qc2YH4u2DxA7uO8UIm8fgKXR229ogR05uotCdeyW26YWjPFVmrZGNZ33QIvzFiKNTBqN71ZfFtsumv8qmoNjr6pPOAz3dG-FwVrWnZ3iMK-dy3Ky1M4O_x0Op1FQ_uFSCNFe2SczgudGqtdMpS1lRETLZJaqLLkiRWmjDV3Ft8W6DiWIlGC0G1iw7WIbfoMtlv8wR6wgmBuCtz4ViV6iLpQ1hYqEzypa47CoEYwDiSXS4-yIUP62YUMTJLEJDkpJTJpBGXgjPxFXiSagn---y6wUiJnKEKiWttdrWWco3XOyWX72xz06UpU9HwEz70c_Fgz4b3RePEfq3sLO7PTk2N5fDT_8hIe4BPuM4VewXa_urKv0QnqqzdOyG8BQ2oD8g
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=Infrared+spectroscopy+as+a+rapid+tool+to+detect+methylglyoxal+and+antibacterial+activity+in+Australian+honeys&rft.jtitle=Food+chemistry&rft.au=Sultanbawa%2C+Yasmina&rft.au=Cozzolino%2C+Daniel&rft.au=Fuller%2C+Steve&rft.au=Cusack%2C+Andrew&rft.date=2015-04-01&rft.pub=Elsevier+Ltd&rft.issn=0308-8146&rft.eissn=1873-7072&rft.volume=172&rft.spage=207&rft.epage=212&rft_id=info:doi/10.1016%2Fj.foodchem.2014.09.067&rft.externalDocID=S0308814614014344
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0308-8146&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0308-8146&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0308-8146&client=summon