Quantum-SAR Extension of the Spectral-SAR Algorithm. Application to Polyphenolic Anticancer Bioactivity

Aiming to assess the role of individual molecular structures in the molecular mechanism of ligand-receptor interaction correlation analysis, the recent Spectral-SAR approach is employed to introduce the Quantum-SAR (QuaSAR) “wave” and “conversion factor” in terms of difference between inter-endpoint...

Full description

Saved in:
Bibliographic Details
Published inInternational journal of molecular sciences Vol. 10; no. 3; pp. 1193 - 1214
Main Authors Putz, Mihai V., Putz, Ana-Maria, Lazea, Marius, Ienciu, Luciana, Chiriac, Adrian
Format Journal Article
LanguageEnglish
Published Switzerland MDPI AG 01.03.2009
Molecular Diversity Preservation International (MDPI)
Subjects
Online AccessGet full text
ISSN1422-0067
1661-6596
1422-0067
DOI10.3390/ijms10031193

Cover

Abstract Aiming to assess the role of individual molecular structures in the molecular mechanism of ligand-receptor interaction correlation analysis, the recent Spectral-SAR approach is employed to introduce the Quantum-SAR (QuaSAR) “wave” and “conversion factor” in terms of difference between inter-endpoint inter-molecular activities for a given set of compounds; this may account for inter-conversion (metabolization) of molecular (concentration) effects while indicating the structural (quantum) based influential/detrimental role on bio-/eco- effect in a causal manner rather than by simple inspection of measured values; the introduced QuaSAR method is then illustrated for a study of the activity of a series of flavonoids on breast cancer resistance protein.
AbstractList Aiming to assess the role of individual molecular structures in the molecular mechanism of ligand-receptor interaction correlation analysis, the recent Spectral-SAR approach is employed to introduce the Quantum-SAR (QuaSAR) "wave" and "conversion factor" in terms of difference between inter-endpoint inter-molecular activities for a given set of compounds; this may account for inter-conversion (metabolization) of molecular (concentration) effects while indicating the structural (quantum) based influential/detrimental role on bio-/eco- effect in a causal manner rather than by simple inspection of measured values; the introduced QuaSAR method is then illustrated for a study of the activity of a series of flavonoids on breast cancer resistance protein.
Aiming to assess the role of individual molecular structures in the molecular mechanism of ligand-receptor interaction correlation analysis, the recent Spectral-SAR approach is employed to introduce the Quantum-SAR (QuaSAR) awavea and aconversion factora in terms of difference between inter-endpoint inter-molecular activities for a given set of compounds; this may account for inter-conversion (metabolization) of molecular (concentration) effects while indicating the structural (quantum) based influential/detrimental role on bio-/eco- effect in a causal manner rather than by simple inspection of measured values; the introduced QuaSAR method is then illustrated for a study of the activity of a series of flavonoids on breast cancer resistance protein.
Aiming to assess the role of individual molecular structures in the molecular mechanism of ligand-receptor interaction correlation analysis, the recent Spectral-SAR approach is employed to introduce the Quantum-SAR (QuaSAR) "wave" and "conversion factor" in terms of difference between inter-endpoint inter-molecular activities for a given set of compounds; this may account for inter-conversion (metabolization) of molecular (concentration) effects while indicating the structural (quantum) based influential/detrimental role on bio-/eco- effect in a causal manner rather than by simple inspection of measured values; the introduced QuaSAR method is then illustrated for a study of the activity of a series of flavonoids on breast cancer resistance protein.Aiming to assess the role of individual molecular structures in the molecular mechanism of ligand-receptor interaction correlation analysis, the recent Spectral-SAR approach is employed to introduce the Quantum-SAR (QuaSAR) "wave" and "conversion factor" in terms of difference between inter-endpoint inter-molecular activities for a given set of compounds; this may account for inter-conversion (metabolization) of molecular (concentration) effects while indicating the structural (quantum) based influential/detrimental role on bio-/eco- effect in a causal manner rather than by simple inspection of measured values; the introduced QuaSAR method is then illustrated for a study of the activity of a series of flavonoids on breast cancer resistance protein.
Author Putz, Mihai V.
Lazea, Marius
Ienciu, Luciana
Putz, Ana-Maria
Chiriac, Adrian
AuthorAffiliation 3 Laboratory of Inorganic Chemistry, Timişoara Institute of Chemistry of Romanian Academy, Av. Mihai Viteazul, No.24, Timişoara RO-300223, Romania
4 Whatman, Part of GE Healthcare, Inc, 200 Park Avenue Suite 210, Florham Park, NJ 07932-1026, USA; E-Mail: Luciana.ienciu@ge.com
1 Laboratory of Computational and Structural Physical Chemistry, Chemistry Department, West University of Timişoara, Pestalozzi Street No.16, Timişoara, RO-300115, Romania; E-Mails: lacrama.anamaria@cbg.uvt.ro (M.P.); laz_marius2@yahoo.com (M.L.); achiriac@cbg.uvt.ro (A.C.)
2 “Nicolas Georgescu-Roegen” Forming and Researching Center, 4th, Oituz Str., Timişoara, RO- 300086, Romania
AuthorAffiliation_xml – name: 2 “Nicolas Georgescu-Roegen” Forming and Researching Center, 4th, Oituz Str., Timişoara, RO- 300086, Romania
– name: 1 Laboratory of Computational and Structural Physical Chemistry, Chemistry Department, West University of Timişoara, Pestalozzi Street No.16, Timişoara, RO-300115, Romania; E-Mails: lacrama.anamaria@cbg.uvt.ro (M.P.); laz_marius2@yahoo.com (M.L.); achiriac@cbg.uvt.ro (A.C.)
– name: 3 Laboratory of Inorganic Chemistry, Timişoara Institute of Chemistry of Romanian Academy, Av. Mihai Viteazul, No.24, Timişoara RO-300223, Romania
– name: 4 Whatman, Part of GE Healthcare, Inc, 200 Park Avenue Suite 210, Florham Park, NJ 07932-1026, USA; E-Mail: Luciana.ienciu@ge.com
Author_xml – sequence: 1
  givenname: Mihai V.
  surname: Putz
  fullname: Putz, Mihai V.
– sequence: 2
  givenname: Ana-Maria
  surname: Putz
  fullname: Putz, Ana-Maria
– sequence: 3
  givenname: Marius
  surname: Lazea
  fullname: Lazea, Marius
– sequence: 4
  givenname: Luciana
  surname: Ienciu
  fullname: Ienciu, Luciana
– sequence: 5
  givenname: Adrian
  surname: Chiriac
  fullname: Chiriac, Adrian
BackLink https://www.ncbi.nlm.nih.gov/pubmed/19399244$$D View this record in MEDLINE/PubMed
BookMark eNp9kUtr3DAUhUVJaR7tLutgCLSbOr2S7PFoU3BD-oBAm0fXQpblGQ2y5Epymvn30TxopoFkpYvOp4POuYdozzqrEDrGcEYpg0960QcMQDFm9BU6wAUhOcCk2tuZ99FhCAsAQknJ3qD9hDJGiuIAza5GYePY5zf1dXZxH5UN2tnMdVmcq-xmUDJ6YdZqbWbO6zjvz7J6GIyWIq7Q6LJfziyHubIuXWa1jUmyUvnsi3ZCRn2n4_Itet0JE9S77XmEfn-9uD3_nl_-_PbjvL7MZVGQmAs5bQSrgJFJGqqqbRlQUM10CgUBIXGHBaiOqlZ2KXKDW4IZBkUnTdJaSY9QvvEd7SCWf4UxfPC6F37JMfBVYXy3sMR_3vDD2PTJVdlV3n9vnND8f8XqOZ-5O04mFQFSJoMPWwPv_owqRN7rIJUxwio3Bl5RWqx7T-T7F0kCJStISRJ4-gRcuNHbVBvHZVogK0tcJepk9-ePMbe7TQDZANK7ELzquNRxvbMURJvn-vj45NGL9T0AaAHHLA
CitedBy_id crossref_primary_10_1080_1062936X_2015_1064472
crossref_primary_10_3390_ijms11041228
crossref_primary_10_1016_S1452_3981_23_13393_1
crossref_primary_10_3390_ijms141121741
crossref_primary_10_1007_s00044_013_0508_5
crossref_primary_10_3390_molecules21121639
crossref_primary_10_1142_S0219633610006146
crossref_primary_10_3390_ijms10104474
crossref_primary_10_3390_ijms17040536
crossref_primary_10_2174_0929867325666181031123127
crossref_primary_10_1016_j_scitotenv_2009_09_041
crossref_primary_10_2174_0929867326666190704124857
crossref_primary_10_3390_ijms10083316
crossref_primary_10_3390_ijms13011161
crossref_primary_10_3390_molecules18089061
crossref_primary_10_1016_j_foodres_2010_01_006
crossref_primary_10_1002_cem_1421
crossref_primary_10_1016_S1452_3981_23_18312_X
crossref_primary_10_3390_ijms12085098
crossref_primary_10_1021_ci100103r
crossref_primary_10_1016_j_chemolab_2014_11_008
crossref_primary_10_1016_S1452_3981_23_13029_X
crossref_primary_10_1142_S0219633610005608
crossref_primary_10_1186_1752_153X_5_29
Cites_doi 10.1002/qsar.200710067
10.1016/j.bcp.2005.05.017
10.1021/jm9507035
10.1023/B:PHAM.0000033015.84146.4c
10.1002/(SICI)1099-128X(199603)10:2<119::AID-CEM409>3.0.CO;2-4
10.1016/S0031-6997(24)01472-8
10.1021/ci980090f
10.1126/science.67.1731.244
10.1002/qsar.200710103
10.1124/mol.65.5.1208
10.1002/qsar.200710117
10.1002/qsar.200710107
10.1021/jm00280a017
10.1002/(SICI)1521-3838(199907)18:3<262::AID-QSAR262>3.0.CO;2-S
10.1016/S0163-7258(02)00298-X
10.1046/j.1365-2141.2001.03122.x
10.1002/qsar.19940130306
10.3390/i8050363
10.3390/i8080842
10.1002/qsar.200710118
10.1002/qsar.200710102
10.1002/(SICI)1521-3838(199804)17:02<131::AID-QSAR131>3.0.CO;2-L
10.1021/ar50020a002
10.1002/qsar.200710099
10.1155/2007/12813
10.1073/pnas.17.12.684
10.1021/ci980033m
10.1021/ci950204c
10.1007/BF02288492
10.1021/jm00196a017
ContentType Journal Article
Copyright Copyright MDPI AG 2009
2009 by the authors; licensee Molecular Diversity Preservation International, Basel, Switzerland. This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license ( ). 2009
Copyright_xml – notice: Copyright MDPI AG 2009
– notice: 2009 by the authors; licensee Molecular Diversity Preservation International, Basel, Switzerland. This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license ( ). 2009
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
3V.
7X7
7XB
88E
8FI
8FJ
8FK
8G5
ABUWG
AFKRA
AZQEC
BENPR
CCPQU
DWQXO
FYUFA
GHDGH
GNUQQ
GUQSH
K9.
M0S
M1P
M2O
MBDVC
PHGZM
PHGZT
PIMPY
PJZUB
PKEHL
PPXIY
PQEST
PQQKQ
PQUKI
PRINS
Q9U
7QO
8FD
FR3
P64
7X8
5PM
ADTOC
UNPAY
DOI 10.3390/ijms10031193
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
ProQuest Central (Corporate)
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)
Research Library
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest One Academic
ProQuest One Community College
ProQuest Central
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
Research Library Prep
ProQuest Health & Medical Complete (Alumni)
Health & Medical Collection (Alumni Edition)
Medical Database
ProQuest Research Library
Research Library (Corporate)
ProQuest Central Premium
ProQuest One Academic
Publicly Available Content Database
ProQuest Health & Medical Research Collection
ProQuest One Academic Middle East (New)
ProQuest One Health & Nursing
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest Central Basic
Biotechnology Research Abstracts
Technology Research Database
Engineering Research Database
Biotechnology and BioEngineering Abstracts
MEDLINE - Academic
PubMed Central (Full Participant titles)
Unpaywall for CDI: Periodical Content
Unpaywall
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Publicly Available Content Database
Research Library Prep
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest One Health & Nursing
Research Library (Alumni Edition)
ProQuest Central China
ProQuest Central
ProQuest Health & Medical Research Collection
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
ProQuest Central Korea
Health & Medical Research Collection
ProQuest Research Library
ProQuest Central (New)
ProQuest Medical Library (Alumni)
ProQuest Central Basic
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
ProQuest Hospital Collection (Alumni)
ProQuest Health & Medical Complete
ProQuest Medical Library
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
Engineering Research Database
Biotechnology Research Abstracts
Technology Research Database
Biotechnology and BioEngineering Abstracts
MEDLINE - Academic
DatabaseTitleList Publicly Available Content Database

Engineering Research Database
MEDLINE - Academic
CrossRef
MEDLINE
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
– sequence: 3
  dbid: UNPAY
  name: Unpaywall
  url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/
  sourceTypes: Open Access Repository
– sequence: 4
  dbid: BENPR
  name: ProQuest Central
  url: http://www.proquest.com/pqcentral?accountid=15518
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
Chemistry
EISSN 1422-0067
EndPage 1214
ExternalDocumentID 10.3390/ijms10031193
PMC2672025
3308408761
19399244
10_3390_ijms10031193
Genre Journal Article
GeographicLocations Romania
GeographicLocations_xml – name: Romania
GroupedDBID ---
29J
2WC
53G
5GY
5VS
7X7
88E
8FE
8FG
8FH
8FI
8FJ
8G5
A8Z
AADQD
AAFWJ
AAHBH
AAYXX
ABDBF
ABUWG
ACGFO
ACIHN
ACIWK
ACPRK
ACUHS
ADBBV
ADRAZ
AEAQA
AENEX
AFKRA
AFZYC
ALMA_UNASSIGNED_HOLDINGS
AOIJS
AZQEC
BAWUL
BCNDV
BENPR
BPHCQ
BVXVI
C1A
CCPQU
CITATION
CS3
D1I
DIK
DU5
DWQXO
E3Z
EBD
EBS
EJD
ESTFP
ESX
F5P
FRP
FYUFA
GNUQQ
GUQSH
GX1
HH5
HMCUK
HYE
IPNFZ
KQ8
LK8
M1P
M2O
M48
MODMG
O5R
O5S
OK1
OVT
P2P
PHGZM
PHGZT
PIMPY
PJZUB
PPXIY
PQQKQ
PROAC
PSQYO
RIG
RNS
RPM
TR2
TUS
UKHRP
~8M
3V.
ABJCF
ALIPV
BBNVY
BHPHI
CGR
CUY
CVF
ECM
EIF
GROUPED_DOAJ
HCIFZ
IAO
IHR
ITC
KB.
M7P
M~E
NPM
PDBOC
7XB
8FK
K9.
MBDVC
PKEHL
PQEST
PQUKI
PRINS
Q9U
7QO
8FD
FR3
P64
7X8
PUEGO
5PM
ADTOC
AFFHD
UNPAY
ID FETCH-LOGICAL-c442t-ac8ba9709268ba77dd9030eb880420ac1f1a0ef3edcf031b1d21910e36bc1fdc3
IEDL.DBID UNPAY
ISSN 1422-0067
1661-6596
IngestDate Wed Oct 29 12:10:41 EDT 2025
Tue Sep 30 16:46:10 EDT 2025
Fri Sep 05 13:23:49 EDT 2025
Tue Oct 07 09:30:30 EDT 2025
Tue Oct 07 06:30:25 EDT 2025
Wed Feb 19 02:24:57 EST 2025
Thu Oct 16 04:33:23 EDT 2025
Thu Apr 24 23:07:34 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 3
Keywords spectral paths
vector norms
EC50
correlation factors
flavonoids
QSAR
Language English
License This article is an open-access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
cc-by
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c442t-ac8ba9709268ba77dd9030eb880420ac1f1a0ef3edcf031b1d21910e36bc1fdc3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
OpenAccessLink https://proxy.k.utb.cz/login?url=https://www.mdpi.com/1422-0067/10/3/1193/pdf?version=1403136708
PMID 19399244
PQID 1525995517
PQPubID 2032341
PageCount 22
ParticipantIDs unpaywall_primary_10_3390_ijms10031193
pubmedcentral_primary_oai_pubmedcentral_nih_gov_2672025
proquest_miscellaneous_733402325
proquest_miscellaneous_20594252
proquest_journals_1525995517
pubmed_primary_19399244
crossref_citationtrail_10_3390_ijms10031193
crossref_primary_10_3390_ijms10031193
PublicationCentury 2000
PublicationDate 2009-03-01
PublicationDateYYYYMMDD 2009-03-01
PublicationDate_xml – month: 03
  year: 2009
  text: 2009-03-01
  day: 01
PublicationDecade 2000
PublicationPlace Switzerland
PublicationPlace_xml – name: Switzerland
– name: Basel
PublicationTitle International journal of molecular sciences
PublicationTitleAlternate Int J Mol Sci
PublicationYear 2009
Publisher MDPI AG
Molecular Diversity Preservation International (MDPI)
Publisher_xml – name: MDPI AG
– name: Molecular Diversity Preservation International (MDPI)
References Putz (ref_37) 2008; 1
Cronin (ref_31) 2008; 27
Putz (ref_32) 2006; 15
ref_14
ref_58
ref_13
ref_57
ref_12
ref_11
ref_55
ref_10
Putz (ref_35) 2007; 8
Sargent (ref_54) 2001; 115
Tsakovska (ref_27) 2008; 27
Zhao (ref_24) 1998; 17
Havsteen (ref_49) 2002; 96
ref_15
Zhang (ref_52) 2004; 21
Hansch (ref_56) 1969; 2
Putz (ref_39) 2008; 53
Putz (ref_33) 2006; 15
Lucic (ref_22) 1999; 39
ref_23
Wilson (ref_44) 1931; 17
Putz (ref_34) 2007; 8
So (ref_16) 1996; 39
Wilson (ref_45) 1939; 4
Teko (ref_18) 1996; 36
Kubinyi (ref_19) 1994; 13
ref_36
Topliss (ref_47) 1979; 22
Pavan (ref_25) 2008; 27
Zheng (ref_21) 2000; 40
Haegawa (ref_20) 1999; 18
Wilson (ref_43) 1928; 67
Topliss (ref_46) 1972; 15
Patlewicz (ref_29) 2008; 27
ref_38
Zhang (ref_51) 2005; 70
Netzeva (ref_30) 2008; 27
Kubinyi (ref_17) 1996; 10
Patlewicz (ref_28) 2008; 27
ref_42
Pavan (ref_26) 2008; 27
ref_41
ref_40
ref_1
ref_3
Zhang (ref_53) 2004; 65
ref_2
Middleton (ref_50) 2000; 52
ref_48
ref_9
ref_8
ref_5
ref_4
ref_7
ref_6
References_xml – volume: 27
  start-page: 60
  year: 2008
  ident: ref_29
  article-title: A mini-review of available skin sensitization (Q)SARs/Expert systems
  publication-title: QSAR Comb. Sci
  doi: 10.1002/qsar.200710067
– volume: 70
  start-page: 627
  year: 2005
  ident: ref_51
  article-title: Structure activity relationships and quantitative structure activity relationships for the flavonoid-mediated inhibition of breast cancer resistance protein
  publication-title: Biochem. Pharmacol
  doi: 10.1016/j.bcp.2005.05.017
– ident: ref_9
– ident: ref_5
– ident: ref_55
– volume: 39
  start-page: 1521
  year: 1996
  ident: ref_16
  article-title: Evolutionary optimisation in quantitative structure-activity relationship: An application of genetic neural network
  publication-title: J. Med. Chem
  doi: 10.1021/jm9507035
– volume: 21
  start-page: 1263
  year: 2004
  ident: ref_52
  article-title: Combined effects of multiple flavonoids on breast cancer resistance protein (ABCG2)-mediated transport
  publication-title: Pharm. Res
  doi: 10.1023/B:PHAM.0000033015.84146.4c
– volume: 10
  start-page: 119
  year: 1996
  ident: ref_17
  article-title: Evolutionary variable selection in regression and PLS analysis
  publication-title: J. Chemometr
  doi: 10.1002/(SICI)1099-128X(199603)10:2<119::AID-CEM409>3.0.CO;2-4
– volume: 52
  start-page: 673
  year: 2000
  ident: ref_50
  article-title: The effects of plant flavonoids on mammalian cells: implications for inflammation, heart disease, and cancer
  publication-title: Pharmacol. Rev
  doi: 10.1016/S0031-6997(24)01472-8
– ident: ref_42
– ident: ref_1
– ident: ref_23
– volume: 39
  start-page: 121
  year: 1999
  ident: ref_22
  article-title: Multivariate regression outperforms several robust architectures of neural networks in QSAR modelling
  publication-title: J. Chem. Inf. Comput. Sci
  doi: 10.1021/ci980090f
– ident: ref_58
– volume: 67
  start-page: 244
  year: 1928
  ident: ref_43
  article-title: Review of the abilities of man, their nature and measurement, by Spearman, C
  publication-title: Science
  doi: 10.1126/science.67.1731.244
– volume: 15
  start-page: 159
  year: 2006
  ident: ref_32
  article-title: A spectral approach of the molecular structure – biological activity relationship part I. The general algorithm
  publication-title: Ann. West Univ. Timişoara Ser. Chem
– volume: 53
  start-page: 73
  year: 2008
  ident: ref_39
  article-title: Spectral-SAR: Old wine in new bottle
  publication-title: Studia Universitatis Babeş-Bolyai Chemia
– volume: 27
  start-page: 49
  year: 2008
  ident: ref_28
  article-title: A review of (Q)SAR models for skin and eye irritation and corrosion
  publication-title: QSAR Comb. Sci
  doi: 10.1002/qsar.200710103
– ident: ref_8
– ident: ref_4
– volume: 65
  start-page: 1208
  year: 2004
  ident: ref_53
  article-title: Flavonoids are inhibitors of breast cancer resistance protein (ABCG2)-mediated transport
  publication-title: Mol. Pharmacol
  doi: 10.1124/mol.65.5.1208
– ident: ref_48
– ident: ref_10
– volume: 15
  start-page: 167
  year: 2006
  ident: ref_33
  article-title: A spectral approach of the molecular structure – biological activity relationship part II. The enzymatic activity
  publication-title: Ann. West Univ. Timişoara Ser. Chem
– ident: ref_41
– volume: 27
  start-page: 32
  year: 2008
  ident: ref_26
  article-title: Review of estimation models for biodegradation
  publication-title: QSAR Comb. Sci
  doi: 10.1002/qsar.200710117
– volume: 27
  start-page: 41
  year: 2008
  ident: ref_27
  article-title: A mini review of mammalian toxicity (Q)SAR models
  publication-title: QSAR Comb. Sci
  doi: 10.1002/qsar.200710107
– ident: ref_13
– ident: ref_38
– volume: 15
  start-page: 1066
  year: 1972
  ident: ref_46
  article-title: Chance correlation in structure-activity studies using multiple regression analysis
  publication-title: J. Med. Chem
  doi: 10.1021/jm00280a017
– volume: 18
  start-page: 262
  year: 1999
  ident: ref_20
  article-title: GA strategy for variable selection in QSAR Studies: Enhancement of comparative molecular binding energy analysis by GA-based PLS method
  publication-title: Quant. Struct.-Act. Relat
  doi: 10.1002/(SICI)1521-3838(199907)18:3<262::AID-QSAR262>3.0.CO;2-S
– volume: 1
  start-page: 45
  year: 2008
  ident: ref_37
  article-title: Turning SPECTRAL-SAR into 3D-QSAR analysis. application on H+K+-ATPase inhibitory activity
  publication-title: Int. J. Chem. Model
– volume: 96
  start-page: 67
  year: 2002
  ident: ref_49
  article-title: The biochemistry and medical significance of the flavonoids
  publication-title: Pharmacol. Ther
  doi: 10.1016/S0163-7258(02)00298-X
– ident: ref_7
– volume: 115
  start-page: 257
  year: 2001
  ident: ref_54
  article-title: Breast cancer resistance protein expression and resistance to daunorubicin in blast cells from patients with acute myeloid leukaemia
  publication-title: Br. J. Haematol
  doi: 10.1046/j.1365-2141.2001.03122.x
– ident: ref_3
– volume: 13
  start-page: 285
  year: 1994
  ident: ref_19
  article-title: Variable selection in QSAR studies. 1. An evolutionary algorithm
  publication-title: Quant. Struct.-Act. Relat
  doi: 10.1002/qsar.19940130306
– volume: 8
  start-page: 363
  year: 2007
  ident: ref_34
  article-title: Introducing spectral structure activity relationship (S-SAR) analysis. Application to ecotoxicology
  publication-title: Int. J. Mol. Sci
  doi: 10.3390/i8050363
– ident: ref_11
– volume: 8
  start-page: 842
  year: 2007
  ident: ref_35
  article-title: A Spectral-SAR model for the anionic-cationic interaction in ionic liquids: Application to Vibrio fischeri ecotoxicity
  publication-title: Int. J. Mol. Sci
  doi: 10.3390/i8080842
– volume: 27
  start-page: 91
  year: 2008
  ident: ref_31
  article-title: (Q)SARs for predicting effects relating to reproductive toxicity
  publication-title: QSAR Comb. Sci
  doi: 10.1002/qsar.200710118
– ident: ref_40
– ident: ref_14
– volume: 27
  start-page: 21
  year: 2008
  ident: ref_25
  article-title: Review of literature based quantitative structure-activity relationship models for bioconcentration
  publication-title: QSAR Comb. Sci
  doi: 10.1002/qsar.200710102
– volume: 17
  start-page: 131
  year: 1998
  ident: ref_24
  article-title: Quantitative structure-activity relationships of chemicals acting by non-polar narcosis - theoretical considerations
  publication-title: Quant. Struct.-Act. Relat
  doi: 10.1002/(SICI)1521-3838(199804)17:02<131::AID-QSAR131>3.0.CO;2-L
– volume: 2
  start-page: 232
  year: 1969
  ident: ref_56
  article-title: A quantitative approach to biological-structure activity relationships
  publication-title: Acta Chem. Res
  doi: 10.1021/ar50020a002
– ident: ref_6
– ident: ref_2
– volume: 27
  start-page: 77
  year: 2008
  ident: ref_30
  article-title: Review of (quantitative) structure-activity relationship for acute aquatic toxicity
  publication-title: QSAR Comb. Sci
  doi: 10.1002/qsar.200710099
– ident: ref_12
– ident: ref_36
  doi: 10.1155/2007/12813
– volume: 17
  start-page: 684
  year: 1931
  ident: ref_44
  article-title: The distribution of chi-square
  publication-title: Proc. Nat. Acad. Sci. USA
  doi: 10.1073/pnas.17.12.684
– ident: ref_15
– volume: 40
  start-page: 185
  year: 2000
  ident: ref_21
  article-title: Novel variable selection quantitative structure-property relationship approach based on the k-nearest neighbour principle
  publication-title: J. Chem. Inf. Comput. Sci
  doi: 10.1021/ci980033m
– volume: 36
  start-page: 794
  year: 1996
  ident: ref_18
  article-title: Neutral network studies. 2. Variable selection
  publication-title: J. Chem. Inf. Comput. Sci
  doi: 10.1021/ci950204c
– ident: ref_57
– volume: 4
  start-page: 133
  year: 1939
  ident: ref_45
  article-title: A note on factor analysis
  publication-title: Psychometrika
  doi: 10.1007/BF02288492
– volume: 22
  start-page: 1238
  year: 1979
  ident: ref_47
  article-title: Chance factors in studies of quantitative structure-activity relationships
  publication-title: J. Med. Chem
  doi: 10.1021/jm00196a017
SSID ssj0023259
Score 2.069537
Snippet Aiming to assess the role of individual molecular structures in the molecular mechanism of ligand-receptor interaction correlation analysis, the recent...
SourceID unpaywall
pubmedcentral
proquest
pubmed
crossref
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 1193
SubjectTerms Algorithms
Antineoplastic Agents - chemistry
Antineoplastic Agents - therapeutic use
Antineoplastic Agents - toxicity
Biological activity
Breast Neoplasms - drug therapy
Breast Neoplasms - metabolism
Breast Neoplasms - pathology
Cancer
Cell Survival - drug effects
Chemistry
Female
Flavonoids
Flavonoids - chemistry
Flavonoids - therapeutic use
Flavonoids - toxicity
Humans
MCF-7 Cells
Polyphenols - chemistry
Polyphenols - therapeutic use
Quantitative Structure-Activity Relationship
Variables
SummonAdditionalLinks – databaseName: ProQuest One Academic
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwEB6VrVC5IChQAgV8AC4o1HGcODkgFKqtKg6rUqjUW2Tn0RZlk6WbCPbfM5PXblW1t0geJfHM2B57xt8H8N7JsyDVIsHZTwpbhkFu65C7tqEsmqdd3HO0aJ8z__hMfj_3zrdgNtyFobLKYU5sJ-q0SuiM_IB4esIQ13f1dfHHJtYoyq4OFBq6p1ZIv7QQYw9gWxAy1gS2v01nJ6fjFswVLX2ag6uS7Xuh35XCu7jxP7j6PV865ONtEnpzkboVed4uoNxpyoVe_dVFsbE6HT2Bx31YyaLOD57CVlbuwsOOaHK1CzuHA6_bM7j40aA2m7n9Mzpl039tBXtVsipnGAsy4qOnj7WtUXGBKqgv559ZtE50s7piJ1WxouowQhVmUUkH4ug91wy_SDcliJDiOZwdTX8dHts93YKdSClqWyeB0aHiofDxQak0RaPxzARkRq4TJ3c0z3IXu52jmoyT4mzn8Mz1DbalifsCJmVVZi-B5UpnPso70nNlYLgxUmHsqJXhaaK4tuDToN846bHIiRKjiHFPQtaIN61hwYdRetFhcNwhtz-YKu5H4jJe-40F78ZmVDklRnSZVc0yFgRaIzxhAbtDQrmubL3Hgr3O9Os_CQnbV0oL1A2nGAUIwPtmS3l12QJ5C18JTu_8OLrPvR18dX8HX8OjLtdFFXL7MKmvm-wNhky1eduPg_9nDhbh
  priority: 102
  providerName: ProQuest
– databaseName: Scholars Portal Journals: Open Access
  dbid: M48
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3dT9wwDLcY08Re0Ma-ytiWh42XKZC2adM-TFOFQGjSpn2dxFuV9AOYeu1x12rcfz-7X3C6wVslW0ljO4ldu_4BvLfzLEi1k-DpJx0uwyDnOhQuN5RF87SLMUfb7fObfzqRX868sw0Y6ud7AS7-G9oRntRkXhxcXy0_44b_RBEnhuyHl3-mC5usE52R_dkVJ0gpSr32-BoP4CFeWyHhOnyVY4oBPYkWSc3GC4r7Xuh3VfFrA67eV2tO6Hot5VZTzvTyry6KWxfVyRPY7j1MFnUm8RQ2snIHHnWYk8sd2DoaIN6ewfmPBgXbTPmv6Cc7vm6L2auSVTlDt5ARND1N1lKj4hwXXF9MD1h0k_NmdcW-V8WSCsWowTCLSvo2joY0Zzgj_TRB2BTPYXJy_PvolPfICzyR0qm5TgKjQyVCx8cHpdIU9ScyE5BGhU7s3NYiy11cdo5iMnaKB58tMtc3SEsT9wVsllWZvQKWK535yG9Lz5WBEcZIhW6kVkakiRLago-DfOOkb0tO6BhFjOEJaSO-rQ0LPozcs64dxx18e4Oq4sGmYoJ6CkN0EZUF70YyipxyJLrMqmYRO9S_xvEcC9gdHMp1ZWs9FrzsVH_zJiG1-ZXSArViFCMD9fJepZSXF21Pb8dXjqAx90fzuXeBu_cv8DU87tJeVCy3B5v1vMneoPdUm7ftLvgHo0QafA
  priority: 102
  providerName: Scholars Portal
Title Quantum-SAR Extension of the Spectral-SAR Algorithm. Application to Polyphenolic Anticancer Bioactivity
URI https://www.ncbi.nlm.nih.gov/pubmed/19399244
https://www.proquest.com/docview/1525995517
https://www.proquest.com/docview/20594252
https://www.proquest.com/docview/733402325
https://pubmed.ncbi.nlm.nih.gov/PMC2672025
https://www.mdpi.com/1422-0067/10/3/1193/pdf?version=1403136708
UnpaywallVersion publishedVersion
Volume 10
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVFSB
  databaseName: Free Full-Text Journals in Chemistry
  customDbUrl:
  eissn: 1422-0067
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0023259
  issn: 1661-6596
  databaseCode: HH5
  dateStart: 20000101
  isFulltext: true
  titleUrlDefault: http://abc-chemistry.org/
  providerName: ABC ChemistRy
– providerCode: PRVAFT
  databaseName: Open Access Digital Library
  customDbUrl:
  eissn: 1422-0067
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0023259
  issn: 1661-6596
  databaseCode: KQ8
  dateStart: 20070101
  isFulltext: true
  titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html
  providerName: Colorado Alliance of Research Libraries
– providerCode: PRVAFT
  databaseName: Open Access Digital Library
  customDbUrl:
  eissn: 1422-0067
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0023259
  issn: 1661-6596
  databaseCode: KQ8
  dateStart: 20000101
  isFulltext: true
  titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html
  providerName: Colorado Alliance of Research Libraries
– providerCode: PRVEBS
  databaseName: EBSCOhost Academic Search Ultimate
  customDbUrl: https://search.ebscohost.com/login.aspx?authtype=ip,shib&custid=s3936755&profile=ehost&defaultdb=asn
  eissn: 1422-0067
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0023259
  issn: 1661-6596
  databaseCode: ABDBF
  dateStart: 20081201
  isFulltext: true
  titleUrlDefault: https://search.ebscohost.com/direct.asp?db=asn
  providerName: EBSCOhost
– providerCode: PRVEBS
  databaseName: EBSCOhost Food Science Source
  customDbUrl:
  eissn: 1422-0067
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0023259
  issn: 1661-6596
  databaseCode: A8Z
  dateStart: 20081201
  isFulltext: true
  titleUrlDefault: https://search.ebscohost.com/login.aspx?authtype=ip,uid&profile=ehost&defaultdb=fsr
  providerName: EBSCOhost
– providerCode: PRVBFR
  databaseName: Free Medical Journals
  customDbUrl:
  eissn: 1422-0067
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0023259
  issn: 1661-6596
  databaseCode: DIK
  dateStart: 20000101
  isFulltext: true
  titleUrlDefault: http://www.freemedicaljournals.com
  providerName: Flying Publisher
– providerCode: PRVFQY
  databaseName: GFMER Free Medical Journals
  customDbUrl:
  eissn: 1422-0067
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0023259
  issn: 1661-6596
  databaseCode: GX1
  dateStart: 0
  isFulltext: true
  titleUrlDefault: http://www.gfmer.ch/Medical_journals/Free_medical.php
  providerName: Geneva Foundation for Medical Education and Research
– providerCode: PRVAQN
  databaseName: PubMed Central Free
  customDbUrl:
  eissn: 1422-0067
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0023259
  issn: 1661-6596
  databaseCode: RPM
  dateStart: 20070101
  isFulltext: true
  titleUrlDefault: https://www.ncbi.nlm.nih.gov/pmc/
  providerName: National Library of Medicine
– providerCode: PRVPQU
  databaseName: Health & Medical Collection
  customDbUrl:
  eissn: 1422-0067
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0023259
  issn: 1661-6596
  databaseCode: 7X7
  dateStart: 20000301
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/healthcomplete
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl: http://www.proquest.com/pqcentral?accountid=15518
  eissn: 1422-0067
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0023259
  issn: 1661-6596
  databaseCode: BENPR
  dateStart: 20000301
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Technology Collection
  customDbUrl:
  eissn: 1422-0067
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0023259
  issn: 1661-6596
  databaseCode: 8FG
  dateStart: 20000301
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/technologycollection1
  providerName: ProQuest
– providerCode: PRVFZP
  databaseName: Scholars Portal Journals: Open Access
  customDbUrl:
  eissn: 1422-0067
  dateEnd: 20250930
  omitProxy: true
  ssIdentifier: ssj0023259
  issn: 1661-6596
  databaseCode: M48
  dateStart: 20070101
  isFulltext: true
  titleUrlDefault: http://journals.scholarsportal.info
  providerName: Scholars Portal
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Lj9MwELagFYIL70dgKT4AF5Q2sZ04OaGAWlZIVGWhUjll7Tx2C2lStQlQfj0zSdrtslqExCVK5MljMmN7xjP-hpDndpp4sWIRjH6CmcL3UlP5Fjc1RtEcxcHnqNE-x-7hVLyfObO2zum6TasEV3xeD9K4PmHieAp9e8AHNhgbg2Wcvv7eLiUh1hxCjuFm367rgDHeId3peBJ8qfcUtTfjOcxCJhI0qe8cHP3B_OtibaNO10Hn_UnpgqV5MWHyepUv1eaHyrK92Wh0ixxv-WiSUL71q1L3o19_QDz-B6O3yc3WUqVBo1p3yJUkv0uuNbUrN_fIyccKhFItzE_BER3-rBPhi5wWKQWTkmJZe-Shbg2yk2I1L08XfRqcxctpWdBJkW0wyQzBiWmQ47o6KOGKwltwwwXWtbhPpqPh57eHZlu1wYyEYKWpIk8rX1o-c-FEyjgG2VuJ9lAbLBXZqa2sJOXwN1PgStsxDJq2lXBXQ1sc8Qekkxd58ojQVKrEBXpbOFx42tJaSDBBldRWHElLGeTVVmxh1EKaY2WNLATXBoUc7gvZIC921MsGyuMSuoOtBoRth16HWCbK98G8lAZ5tmuGrojxFZUnRbUOGWLfMIcZhF5CITkHf50zxyAPG406-xIfIYKFMIg8p2s7AsQBP9-Sz09rPHDmSmbhM1_utPKvDD7-V8In5EYTPMOUuwPSKVdV8hRssFL3yFU5k3D0Ru96pPtmOJ4cwdUH4fXaHvgb9eEvgA
linkProvider Unpaywall
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3db9MwED-NIVReEIyvwGB-YLygMMd24uQBoWhs6tiY-NikvmVO4mxDbVLWVqP_FH8jd0nTdpq2t71F8sl27sM--873A3jnFTbMjchw9VPCVVFYuCbi0k0piuYbiWeOutrnYdA9Vl97fm8F_rVvYSitsl0T64U6rzK6I98inJ4owv1dfx7-cQk1iqKrLYRGoxb7dnqJR7bRp70vKN9NIXZ3jra77gxVwM2UEmPXZGFqIs0jEeCH1nmOc-M2DWm23GRe4RluC2nzrECNT70cjdrjVgYptuWZxH7vwX0lcS1B-9G9xQFPihqczcM9zw38KGgS7aWM-Nb578HIIwuqQ9zLW-A1v_Z6emZnUg7N9NL0-0t73-5jeDRzWlncaNkTWLHlGjxoYCyna9DZblHjnsLpjwnKajJwf8U_2c7fOj--KllVMPQ0GaHd02B1a9w_RQaPzwYfWbwIo7Nxxb5X_SnlnlHNYhaXdN2OunnBcER6h0FwF8_g-E7Y_hxWy6q0L4EV2tgA6T3lSxWmPE2VRs_U6JTnmebGgQ8tf5NsVumcADf6CZ54SBrJsjQc2JxTD5sKHzfQrbeiSmZ2PkoWWunAxrwZWU5hF1PaajJKBJXEEb5wgN1AoaVUtfY48KIR_WImEVUOVsoBfUUp5gRUHvxqS3l-VpcJF4EWnPp8P1efW3_w1e0_uAGd7tG3g-Rg73D_NTxsomqUi7cOq-OLiX2Dztk4fVtbBIOTuzbB_8g3Tig
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3fb9MwED6NIRgvCMavwGB-YLygUMdx4-YBoWpbtTE0DcakvgU7cbahNClrotF_jb-Ou6RpO03b294i-ZQ4vu_ss-98H8B7L7W9RIsYZz8pXBn2UleH3HcNRdG62sc9R13t8zDYO5Ffh93hCvxr78JQWmU7J9YTdVLEdEbeIZ6eMMT1XXXSWVrE0c7gy_iPSwxSFGlt6TQaiBzY6SVu3yaf93dQ11tCDHZ_bu-5M4YBN5ZSlK6Oe0aHiociwAelkgT7ya3pUc-5jr3U09ymvk3iFNFvvAQN3OPWDwy2JbGP770H95Xvh5ROqIaLzZ4vaqI2D9c_N-iGQZN0j4K8c_57NPHImupw9_JyeM3HvZ6quVblYz291Fm2tA4OnsDjmQPL-g3insKKzdfhQUNpOV2Hte2WQe4ZnH6vUG_VyD3u_2C7f-tc-SJnRcrQ62THdMcTP1a39rNTHODybPSJ9RchdVYW7KjIppSHRvWLWT-no3fE6QXDL9KdDKK-eA4ndzLsL2A1L3L7CliqtA1Q3pNdX_YMN0Yq9FK1MjyJFdcOfGzHN4pnVc-JfCOLcPdD2oiWteHA1lx63FT7uEFuo1VVNLP5SbRAqAOb82YccgrB6NwW1SQSVB5HdIUD7AYJxJKs0ePAy0b1i56EVEVYSgfUFVDMBahU-NWW_PysLhkuAiU4vfPDHD63_uDr239wEx6i8UXf9g8P3sCjJsBGaXkbsFpeVPYt-mmleVcbBINfd22B_wFdV1Jr
linkToUnpaywall http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Lb9NAEB6hVAguvCmGAnsALsjJenfttU_IQq0qDlV5RCons-tHG0jsKLGB8OuZsZ00pSpC4mZpxo_xzO7O7Mx-A_DCK_IwMyLF2U8JV0Vh4ZqIS9dSFs03EmOOFu3zKDgcq3cn_knf53TZl1ViKD5pJ2nan3BpPsWxPZIjD52N0Twr3nzvt5IIa44gx-iw707gozM-gJ3x0XH8uT1T1N9M17gKucTQlb5LDPRHk6-zpUc23SadtxelS57m5YLJG005N6sfZjrdWo0ObsOXtRxdEcq3YVPbYfrrD4jH_xD0DtzqPVUWd6Z1F67l5T243vWuXN2H0_cNKqWZuR_jD2z_Z1sIX5WsKhi6lIza2pMMLTWenlaLSX02G7L4PF_O6oodV9MVFZkRODGLS9pXRyNcMHwLHbigvhYPYHyw_-ntodt3bXBTpUTtmjS0JtI8EgFeaJ1lqHue25CsgZvUKzzD80Li3yxQKutlOGl6PJeBRVqWyocwKKsyfwSs0CYPkN9TvlSh5dYqjS6o0ZZnqebGgddrtSVpD2lOnTWmCYY2pORkW8kOvNxwzzsojyv49tYWkPQDeplQm6goQvdSO_B8Q8ahSPkVU-ZVs0wEYd8IXzjAruDQUmK8LoXvwG5nUedfEhFEsFIO6Au2tmEgHPCLlHJy1uKBi0ALTs98tbHKvwr4-F8Zn8DNLnlGJXd7MKgXTf4UfbDaPuvH2W9mxSs_
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=Quantum-SAR+Extension+of+the+Spectral-SAR+Algorithm.+Application+to+Polyphenolic+Anticancer+Bioactivity&rft.jtitle=International+journal+of+molecular+sciences&rft.au=Putz%2C+Mihai+V&rft.au=Putz%2C+Ana-Maria&rft.au=Lazea%2C+Marius&rft.au=Ienciu%2C+Luciana&rft.date=2009-03-01&rft.pub=MDPI+AG&rft.issn=1661-6596&rft.eissn=1422-0067&rft.volume=10&rft.issue=3&rft.spage=1193&rft_id=info:doi/10.3390%2Fijms10031193&rft.externalDBID=HAS_PDF_LINK&rft.externalDocID=3308408761
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1422-0067&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1422-0067&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1422-0067&client=summon