Quantitative Metabolomics to Explore the Role of Plasma Polyamines in Colorectal Cancer

Colorectal cancer (CRC) is one of the major public health and socio-economic problems, which management demands the development of non-invasive screening tests. Assessment of circulating polyamines could be a valuable tool, although analytical problems still preclude its clinical practice. We exploi...

Full description

Saved in:
Bibliographic Details
Published inInternational journal of molecular sciences Vol. 24; no. 1; p. 101
Main Authors Coradduzza, Donatella, Arru, Caterina, Culeddu, Nicola, Congiargiu, Antonella, Azara, Emanuela Gigliola, Scanu, Antonio Mario, Zinellu, Angelo, Muroni, Maria Rosaria, Rallo, Vincenzo, Medici, Serenella, Carru, Ciriaco, Angius, Andrea, De Miglio, Maria Rosaria
Format Journal Article
LanguageEnglish
Published Switzerland MDPI 21.12.2022
Subjects
Online AccessGet full text
ISSN1422-0067
1661-6596
1422-0067
DOI10.3390/ijms24010101

Cover

Abstract Colorectal cancer (CRC) is one of the major public health and socio-economic problems, which management demands the development of non-invasive screening tests. Assessment of circulating polyamines could be a valuable tool, although analytical problems still preclude its clinical practice. We exploited ultra-high-resolution liquid chromatography and mass spectrometry, as a highly sensitive and innovative method, to profile eleven polyamines, including spermine and spermidine with their acetylated forms. These data together with an evaluation of the inflammatory indexes might represent suitable biomarkers for the identification of CRC patients. The statistical models revealed good discrimination in distinguishing CRC patients from healthy subjects. The plasma assessment of ornithine and acetylspermine, as well as lymphocyte/platelet ratio, revealed helpful information on the progression of CRC. The combined profiles of circulating polyamines and inflammatory indexes, together with the application of an innovative technology, could represent a valuable tool for discriminating patients from different clinical groups.
AbstractList Colorectal cancer (CRC) is one of the major public health and socio-economic problems, which management demands the development of non-invasive screening tests. Assessment of circulating polyamines could be a valuable tool, although analytical problems still preclude its clinical practice. We exploited ultra-high-resolution liquid chromatography and mass spectrometry, as a highly sensitive and innovative method, to profile eleven polyamines, including spermine and spermidine with their acetylated forms. These data together with an evaluation of the inflammatory indexes might represent suitable biomarkers for the identification of CRC patients. The statistical models revealed good discrimination in distinguishing CRC patients from healthy subjects. The plasma assessment of ornithine and acetylspermine, as well as lymphocyte/platelet ratio, revealed helpful information on the progression of CRC. The combined profiles of circulating polyamines and inflammatory indexes, together with the application of an innovative technology, could represent a valuable tool for discriminating patients from different clinical groups.
Colorectal cancer (CRC) is one of the major public health and socio-economic problems, which management demands the development of non-invasive screening tests. Assessment of circulating polyamines could be a valuable tool, although analytical problems still preclude its clinical practice. We exploited ultra-high-resolution liquid chromatography and mass spectrometry, as a highly sensitive and innovative method, to profile eleven polyamines, including spermine and spermidine with their acetylated forms. These data together with an evaluation of the inflammatory indexes might represent suitable biomarkers for the identification of CRC patients. The statistical models revealed good discrimination in distinguishing CRC patients from healthy subjects. The plasma assessment of ornithine and acetylspermine, as well as lymphocyte/platelet ratio, revealed helpful information on the progression of CRC. The combined profiles of circulating polyamines and inflammatory indexes, together with the application of an innovative technology, could represent a valuable tool for discriminating patients from different clinical groups.Colorectal cancer (CRC) is one of the major public health and socio-economic problems, which management demands the development of non-invasive screening tests. Assessment of circulating polyamines could be a valuable tool, although analytical problems still preclude its clinical practice. We exploited ultra-high-resolution liquid chromatography and mass spectrometry, as a highly sensitive and innovative method, to profile eleven polyamines, including spermine and spermidine with their acetylated forms. These data together with an evaluation of the inflammatory indexes might represent suitable biomarkers for the identification of CRC patients. The statistical models revealed good discrimination in distinguishing CRC patients from healthy subjects. The plasma assessment of ornithine and acetylspermine, as well as lymphocyte/platelet ratio, revealed helpful information on the progression of CRC. The combined profiles of circulating polyamines and inflammatory indexes, together with the application of an innovative technology, could represent a valuable tool for discriminating patients from different clinical groups.
Author Culeddu, Nicola
Carru, Ciriaco
Azara, Emanuela Gigliola
Muroni, Maria Rosaria
Coradduzza, Donatella
De Miglio, Maria Rosaria
Scanu, Antonio Mario
Angius, Andrea
Zinellu, Angelo
Rallo, Vincenzo
Medici, Serenella
Congiargiu, Antonella
Arru, Caterina
AuthorAffiliation 5 Department of Chemical, Physical, Mathematical and Natural Sciences, University of Sassari, 07100 Sassari, Italy
1 Department of Biomedical Sciences, University of Sassari, 07100 Sassari, Italy
2 Institute of Biomolecular Chemistry, National Research Council, 07040 Sassari, Italy
6 Control Quality Unit, Azienda-Ospedaliera Universitaria (AOU), 07100 Sassari, Italy
3 Department of Medicine, Surgery and Pharmacy, University of Sassari, 07100 Sassari, Italy
4 Institute for Genetic and Biomedical Research (IRGB), Department of Biomedicine, National Research Council, 09042 Monserrato, Italy
AuthorAffiliation_xml – name: 5 Department of Chemical, Physical, Mathematical and Natural Sciences, University of Sassari, 07100 Sassari, Italy
– name: 2 Institute of Biomolecular Chemistry, National Research Council, 07040 Sassari, Italy
– name: 3 Department of Medicine, Surgery and Pharmacy, University of Sassari, 07100 Sassari, Italy
– name: 1 Department of Biomedical Sciences, University of Sassari, 07100 Sassari, Italy
– name: 4 Institute for Genetic and Biomedical Research (IRGB), Department of Biomedicine, National Research Council, 09042 Monserrato, Italy
– name: 6 Control Quality Unit, Azienda-Ospedaliera Universitaria (AOU), 07100 Sassari, Italy
Author_xml – sequence: 1
  givenname: Donatella
  surname: Coradduzza
  fullname: Coradduzza, Donatella
– sequence: 2
  givenname: Caterina
  surname: Arru
  fullname: Arru, Caterina
– sequence: 3
  givenname: Nicola
  orcidid: 0000-0001-7432-6415
  surname: Culeddu
  fullname: Culeddu, Nicola
– sequence: 4
  givenname: Antonella
  orcidid: 0000-0002-8112-1298
  surname: Congiargiu
  fullname: Congiargiu, Antonella
– sequence: 5
  givenname: Emanuela Gigliola
  surname: Azara
  fullname: Azara, Emanuela Gigliola
– sequence: 6
  givenname: Antonio Mario
  orcidid: 0000-0001-7878-1167
  surname: Scanu
  fullname: Scanu, Antonio Mario
– sequence: 7
  givenname: Angelo
  orcidid: 0000-0002-8396-0968
  surname: Zinellu
  fullname: Zinellu, Angelo
– sequence: 8
  givenname: Maria Rosaria
  surname: Muroni
  fullname: Muroni, Maria Rosaria
– sequence: 9
  givenname: Vincenzo
  orcidid: 0000-0002-8938-5650
  surname: Rallo
  fullname: Rallo, Vincenzo
– sequence: 10
  givenname: Serenella
  orcidid: 0000-0002-4304-0251
  surname: Medici
  fullname: Medici, Serenella
– sequence: 11
  givenname: Ciriaco
  orcidid: 0000-0002-6985-4907
  surname: Carru
  fullname: Carru, Ciriaco
– sequence: 12
  givenname: Andrea
  orcidid: 0000-0003-2596-6461
  surname: Angius
  fullname: Angius, Andrea
– sequence: 13
  givenname: Maria Rosaria
  orcidid: 0000-0002-9393-3234
  surname: De Miglio
  fullname: De Miglio, Maria Rosaria
BackLink https://www.ncbi.nlm.nih.gov/pubmed/36613539$$D View this record in MEDLINE/PubMed
BookMark eNp9kUtv1DAUha2qVV-w6xp5yaJp_Ugy9gYJjVqo1IqCqFhaN84NdeXYQ-y0zL8nw_QxIIG8sCV_9xyf4wOyHWJAQo44O5FSs1N31ydRMr5aW2Sfl0IUjNWz7Y3zHjlI6Y4xIUWld8merGsuK6n3ybfPI4TsMmR3j_QKMzTRx97ZRHOkZz8XPg5I8y3SL9EjjR299pB6oNfRL6F3ARN1gc7jirMZPJ1DsDi8Ijsd-ISvH_dDcnN-9nX-sbj89OFi_v6ysFKVuYASqkpzpVUrGWus6lquLbRWsXZmG66mCExB14qy5qISWnRYYtuVDYJUXMtDUqx1x7CA5QN4bxaD62FYGs7MqiCzWdDEv1vzi7HpsbUY8gAvMxGc-fMmuFvzPd4brQSbiXISePsoMMQfI6Zsepcseg8B45iMmNVcT89W1YS-2fR6NnlqfwLEGrBDTGnAztjfPxFX1s7_K8HxX0P_DfwLocuoHQ
CitedBy_id crossref_primary_10_3390_nu16172894
crossref_primary_10_3390_ijms24043658
crossref_primary_10_3389_fonc_2024_1480704
crossref_primary_10_3390_biology12040558
crossref_primary_10_3390_medicina59101886
crossref_primary_10_3390_metabo14120708
crossref_primary_10_3390_medicina59122124
crossref_primary_10_1097_SLA_0000000000006463
Cites_doi 10.1016/S0167-5877(00)00115-X
10.1016/S0165-9936(03)00607-1
10.1053/j.gastro.2010.01.058
10.1016/j.ijpharm.2016.04.039
10.4999/uhod.160971
10.1053/j.gastro.2019.07.055
10.1038/srep29765
10.1016/S0140-6736(13)61649-9
10.1002/jso.24490
10.1095/biolreprod.113.114637
10.1016/j.jchromb.2020.122468
10.1200/JCO.2010.33.5091
10.3390/diagnostics12092151
10.21873/anticanres.12634
10.1002/cem.1006
10.1016/j.cmet.2015.04.011
10.1016/j.ctarc.2022.100539
10.3390/biom12040514
10.21037/atm.2017.06.30
10.3390/ijms19030756
10.1155/2019/3853454
10.1002/mas.21548
10.1016/j.bbagen.2018.06.004
10.1016/j.bbrc.2016.09.002
10.1080/14737159.2022.2065197
10.1007/s11306-007-0099-6
10.3390/curroncol28060411
10.1186/1471-2407-6-191
10.3390/medsci5040032
10.1016/j.clcc.2017.03.015
10.1371/journal.ppat.1006480
10.1200/JCO.2005.04.0063
10.1016/j.rpor.2020.07.002
10.1002/cem.2736
10.1038/s41598-019-52708-2
10.1038/s41568-022-00473-2
10.1371/journal.pone.0136033
10.1097/00042737-200109000-00006
10.3892/or.2012.2015
10.3390/ijms23031258
10.1038/nrmicro3344
10.1016/j.canlet.2021.06.020
10.1186/s12935-020-01545-9
10.21873/invivo.12962
10.1007/s10120-014-0396-5
10.1515/cclm-2012-0704
10.1016/j.bbamcr.2004.12.004
10.1080/00949650701377984
10.3322/caac.21660
10.1016/j.ajpath.2016.08.021
10.18632/oncotarget.21313
10.1158/1940-6207.CAPR-08-0042
10.1016/j.biopha.2016.11.016
10.1016/j.aca.2013.06.044
10.18632/oncotarget.8901
10.1074/jbc.273.25.15313
10.18632/oncotarget.9516
10.1056/NEJMoa1500596
ContentType Journal Article
Copyright 2022 by the authors. 2022
Copyright_xml – notice: 2022 by the authors. 2022
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
7X8
5PM
ADTOC
UNPAY
DOI 10.3390/ijms24010101
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
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)
MEDLINE - Academic
DatabaseTitleList CrossRef
MEDLINE

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
– sequence: 3
  dbid: UNPAY
  name: Unpaywall
  url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/
  sourceTypes: Open Access Repository
DeliveryMethod fulltext_linktorsrc
Discipline Biology
EISSN 1422-0067
ExternalDocumentID 10.3390/ijms24010101
PMC9820724
36613539
10_3390_ijms24010101
Genre Journal Article
GrantInformation_xml – fundername: Fondazione Banco di Sardegna, Italy, and "Fondo di Ateneo per la Ricerca 2020" from University of Sassari, Italy
– fundername: Fondazione Banco di Sardegna
– fundername: “Fondo di Ateneo per la Ricerca 2020” from the University of Sassari
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
AEAQA
AENEX
AFKRA
AFZYC
ALMA_UNASSIGNED_HOLDINGS
AOIJS
AZQEC
BAWUL
BCNDV
BENPR
BPHCQ
BVXVI
CCPQU
CITATION
CS3
D1I
DIK
DU5
DWQXO
E3Z
EBD
EBS
EJD
ESTFP
ESX
F5P
FRP
FYUFA
GNUQQ
GUQSH
GX1
HH5
HMCUK
HYE
IAO
IHR
ITC
KQ8
LK8
M1P
M2O
M48
MODMG
O5R
O5S
OK1
OVT
P2P
PHGZM
PHGZT
PIMPY
PJZUB
PPXIY
PQQKQ
PROAC
PSQYO
RNS
RPM
TR2
TUS
UKHRP
~8M
3V.
ABJCF
ALIPV
BBNVY
BHPHI
CGR
CUY
CVF
ECM
EIF
GROUPED_DOAJ
HCIFZ
KB.
M7P
M~E
NPM
PDBOC
7X8
PUEGO
5PM
ADRAZ
ADTOC
C1A
IPNFZ
RIG
UNPAY
ID FETCH-LOGICAL-c384t-a4a5591898d300bc8fd19cadc80d7cb1814208afd246125292fe4edf4bea38193
IEDL.DBID UNPAY
ISSN 1422-0067
1661-6596
IngestDate Sun Oct 26 04:11:10 EDT 2025
Tue Sep 30 17:16:20 EDT 2025
Mon Sep 08 10:04:18 EDT 2025
Wed Feb 19 02:25:18 EST 2025
Thu Oct 16 04:34:17 EDT 2025
Thu Apr 24 23:07:09 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords polyamine
inflammatory indexes
colorectal cancer
biomarker
agmatine
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/).
cc-by
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c384t-a4a5591898d300bc8fd19cadc80d7cb1814208afd246125292fe4edf4bea38193
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
These authors contributed equally to this work.
ORCID 0000-0001-7878-1167
0000-0002-8396-0968
0000-0002-4304-0251
0000-0002-9393-3234
0000-0002-6985-4907
0000-0003-2596-6461
0000-0001-7432-6415
0000-0002-8112-1298
0000-0002-8938-5650
OpenAccessLink https://proxy.k.utb.cz/login?url=https://www.mdpi.com/1422-0067/24/1/101/pdf?version=1671618509
PMID 36613539
PQID 2761981485
PQPubID 23479
ParticipantIDs unpaywall_primary_10_3390_ijms24010101
pubmedcentral_primary_oai_pubmedcentral_nih_gov_9820724
proquest_miscellaneous_2761981485
pubmed_primary_36613539
crossref_citationtrail_10_3390_ijms24010101
crossref_primary_10_3390_ijms24010101
PublicationCentury 2000
PublicationDate 20221221
PublicationDateYYYYMMDD 2022-12-21
PublicationDate_xml – month: 12
  year: 2022
  text: 20221221
  day: 21
PublicationDecade 2020
PublicationPlace Switzerland
PublicationPlace_xml – name: Switzerland
PublicationTitle International journal of molecular sciences
PublicationTitleAlternate Int J Mol Sci
PublicationYear 2022
Publisher MDPI
Publisher_xml – name: MDPI
References Wang (ref_20) 2014; 90
Akyol (ref_32) 2016; 84
Liu (ref_54) 2013; 791
Mayeur (ref_40) 2005; 1745
Cho (ref_27) 2015; 18
Albaugh (ref_39) 2017; 115
ref_56
Holbert (ref_36) 2022; 22
Louis (ref_35) 2014; 12
Desch (ref_6) 2005; 23
Stoffel (ref_7) 2020; 158
Greiner (ref_58) 2000; 45
ref_19
Chen (ref_33) 2016; 186
ref_17
ref_16
ref_15
Baumann (ref_60) 2003; 22
Mestre (ref_9) 2021; 28
Kapancik (ref_38) 2016; 26
Chan (ref_8) 2022; 22
Miao (ref_47) 2017; 8
Kunishige (ref_43) 2022; 36
Sun (ref_52) 2016; 7
ref_25
Folprecht (ref_4) 2011; 29
Meyskens (ref_26) 2008; 1
Jacob (ref_12) 2019; 38
Coradduzza (ref_55) 2021; 1162
Satriano (ref_21) 1998; 273
Wallace (ref_24) 2001; 13
Rantalainen (ref_23) 2006; 20
Paiva (ref_46) 2020; 25
Le (ref_5) 2015; 372
Huang (ref_45) 2012; 28
Pan (ref_49) 2019; 9
Westerhuis (ref_59) 2008; 4
ref_34
ref_31
Bae (ref_13) 2018; 1862
Roine (ref_18) 2018; 38
Yang (ref_50) 2019; 2019
Hemminki (ref_2) 2016; 6
Brenner (ref_3) 2014; 383
Setiawan (ref_30) 2021; 519
Choi (ref_28) 2016; 478
Johnson (ref_37) 2015; 21
Grivennikov (ref_10) 2010; 138
Breton (ref_57) 2008; 78
Platikanov (ref_61) 2015; 29
Sung (ref_1) 2021; 71
Goyal (ref_53) 2017; 5
Hu (ref_51) 2013; 51
Fahrmann (ref_29) 2017; 38
Cui (ref_22) 2016; 506
Rossi (ref_11) 2017; 16
ref_48
Passardi (ref_42) 2016; 7
Li (ref_14) 2020; 20
Chauhan (ref_44) 2022; 31
Wang (ref_41) 2005; 26
References_xml – volume: 45
  start-page: 23
  year: 2000
  ident: ref_58
  article-title: Principles and practical application of the receiver-operating characteristic analysis for diagnostic tests
  publication-title: Prev. Vet. Med.
  doi: 10.1016/S0167-5877(00)00115-X
– volume: 22
  start-page: 395
  year: 2003
  ident: ref_60
  article-title: Cross-validation as the objective function for variable-selection techniques
  publication-title: TrAC—Trends Anal. Chem.
  doi: 10.1016/S0165-9936(03)00607-1
– volume: 138
  start-page: P2101
  year: 2010
  ident: ref_10
  article-title: Inflammation and colon cancer
  publication-title: Gastroenterology
  doi: 10.1053/j.gastro.2010.01.058
– volume: 506
  start-page: 79
  year: 2016
  ident: ref_22
  article-title: Polyamine metabolism-based dual functional gene delivery system to synergistically inhibit the proliferation of cancer
  publication-title: Int. J. Pharm.
  doi: 10.1016/j.ijpharm.2016.04.039
– volume: 26
  start-page: 103
  year: 2016
  ident: ref_38
  article-title: The Relationship of Agmatine Deficiency with the Lung Cancer
  publication-title: Int. J. Hematol. Oncol.
  doi: 10.4999/uhod.160971
– volume: 158
  start-page: 341
  year: 2020
  ident: ref_7
  article-title: Epidemiology and Mechanisms of the Increasing Incidence of Colon and Rectal Cancers in Young Adults
  publication-title: Gastroenterology
  doi: 10.1053/j.gastro.2019.07.055
– volume: 6
  start-page: 29765
  year: 2016
  ident: ref_2
  article-title: Patterns of metastasis in colon and rectal cancer
  publication-title: Sci. Rep.
  doi: 10.1038/srep29765
– volume: 383
  start-page: 1490
  year: 2014
  ident: ref_3
  article-title: Colorectal cancer
  publication-title: Lancet
  doi: 10.1016/S0140-6736(13)61649-9
– volume: 115
  start-page: 273
  year: 2017
  ident: ref_39
  article-title: Arginine Metabolism and Cancer
  publication-title: J. Surg. Oncol.
  doi: 10.1002/jso.24490
– volume: 90
  start-page: 1
  year: 2014
  ident: ref_20
  article-title: Arginine decarboxylase and agmatinase: An alternative pathway for de novo biosynthesis of polyamines for development of mammalian conceptuses
  publication-title: Biol. Reprod.
  doi: 10.1095/biolreprod.113.114637
– volume: 1162
  start-page: 122468
  year: 2021
  ident: ref_55
  article-title: A preliminary study procedure for detection of polyamines in plasma samples as a potential diagnostic tool in prostate cancer
  publication-title: J. Chromatogr. B Analyt. Technol. Biomed. Life Sci.
  doi: 10.1016/j.jchromb.2020.122468
– volume: 26
  start-page: 616
  year: 2005
  ident: ref_41
  article-title: Inhibitory effect of agmatine on proliferation of tumor cells by modulation of polyamine metabolism
  publication-title: Acta Pharmacol. Sin.
– volume: 29
  start-page: 2011
  year: 2011
  ident: ref_4
  article-title: Cetuximab plus irinotecan, fluorouracil, and leucovorin as first-line treatment for metastatic colorectal cancer: Updated analysis of overall survival according to tumor KRAS and BRAF mutation status
  publication-title: J. Clin. Oncol.
  doi: 10.1200/JCO.2010.33.5091
– ident: ref_16
  doi: 10.3390/diagnostics12092151
– volume: 38
  start-page: 3601
  year: 2018
  ident: ref_18
  article-title: Altered Polyamine Profiles in Colorectal Cancer
  publication-title: Anticancer Res.
  doi: 10.21873/anticanres.12634
– volume: 20
  start-page: 341
  year: 2006
  ident: ref_23
  article-title: OPLS discriminant analysis: Combining the strengths of PLS-DA and SIMCA classification
  publication-title: J. Chemom.
  doi: 10.1002/cem.1006
– volume: 21
  start-page: 891
  year: 2015
  ident: ref_37
  article-title: Metabolism links bacterial biofilms and colon carcinogenesis
  publication-title: Cell Metab.
  doi: 10.1016/j.cmet.2015.04.011
– volume: 31
  start-page: 100539
  year: 2022
  ident: ref_44
  article-title: Pre-treatment hematological parameters as a cost effective predictive marker for response to concurrent chemo radiation in locally advanced cervical cancer
  publication-title: Cancer Treat. Res. Commun.
  doi: 10.1016/j.ctarc.2022.100539
– ident: ref_56
– ident: ref_15
  doi: 10.3390/biom12040514
– volume: 5
  start-page: 271
  year: 2017
  ident: ref_53
  article-title: De Prognostic value of red blood cell distribution width in hepatocellular carcinoma
  publication-title: Ann. Transl. Med.
  doi: 10.21037/atm.2017.06.30
– ident: ref_19
  doi: 10.3390/ijms19030756
– volume: 2019
  start-page: 3853454
  year: 2019
  ident: ref_50
  article-title: Red Blood Cell Distribution Width Predicts Pulmonary Hypertension Secondary to Chronic Obstructive Pulmonary Disease
  publication-title: Can. Respir. J.
  doi: 10.1155/2019/3853454
– volume: 38
  start-page: 221
  year: 2019
  ident: ref_12
  article-title: Metabolomics toward personalized medicine
  publication-title: Mass. Spectrom. Rev.
  doi: 10.1002/mas.21548
– volume: 1862
  start-page: 2053
  year: 2018
  ident: ref_13
  article-title: The old and new biochemistry of polyamines
  publication-title: Biochim. Biophys. Acta—Gen. Subj.
  doi: 10.1016/j.bbagen.2018.06.004
– volume: 478
  start-page: 1674
  year: 2016
  ident: ref_28
  article-title: Targeting ODC1 inhibits tumor growth through reduction of lipid metabolism in human hepatocellular carcinoma
  publication-title: Biochem. Biophys. Res. Commun.
  doi: 10.1016/j.bbrc.2016.09.002
– volume: 38
  start-page: 271
  year: 2017
  ident: ref_29
  article-title: Integrated metabolomics and proteomics highlight altered nicotinamide and polyamine pathways in lung adenocarcinoma
  publication-title: Carcinogenesis
– volume: 22
  start-page: 449
  year: 2022
  ident: ref_8
  article-title: Advances in tests for colorectal cancer screening and diagnosis
  publication-title: Expert Rev. Mol. Diagn.
  doi: 10.1080/14737159.2022.2065197
– volume: 4
  start-page: 81
  year: 2008
  ident: ref_59
  article-title: Assessment of PLSDA cross validation
  publication-title: Metabolomics
  doi: 10.1007/s11306-007-0099-6
– volume: 28
  start-page: 4874
  year: 2021
  ident: ref_9
  article-title: Screening for Colorectal Cancer Leading into a New Decade: The “Roaring ’20s” for Epigenetic Biomarkers?
  publication-title: Curr. Oncol.
  doi: 10.3390/curroncol28060411
– ident: ref_25
  doi: 10.1186/1471-2407-6-191
– ident: ref_31
  doi: 10.3390/medsci5040032
– volume: 16
  start-page: 264
  year: 2017
  ident: ref_11
  article-title: Are Markers of Systemic Inflammation Good Prognostic Indicators in Colorectal Cancer?
  publication-title: Clin. Colorectal Cancer
  doi: 10.1016/j.clcc.2017.03.015
– ident: ref_34
  doi: 10.1371/journal.ppat.1006480
– volume: 23
  start-page: 8512
  year: 2005
  ident: ref_6
  article-title: Colorectal cancer surveillance: 2005 Update of an American Society of Clinical Oncology practice guideline
  publication-title: J. Clin. Oncol.
  doi: 10.1200/JCO.2005.04.0063
– volume: 25
  start-page: 768
  year: 2020
  ident: ref_46
  article-title: Pretreatment hemoglobin level as a prognostic factor in patients with locally advanced head and neck squamous cell carcinoma
  publication-title: Rep. Pract. Oncol. Radiother.
  doi: 10.1016/j.rpor.2020.07.002
– volume: 29
  start-page: 528
  year: 2015
  ident: ref_61
  article-title: Comparison of the variable importance in projection (VIP) and of the selectivity ratio (SR) methods for variable selection and interpretation
  publication-title: J. Chemom.
  doi: 10.1002/cem.2736
– volume: 9
  start-page: 16208
  year: 2019
  ident: ref_49
  article-title: The relationship between red cell distribution width and all-cause and cause-specific mortality in a general population
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-019-52708-2
– volume: 22
  start-page: 467
  year: 2022
  ident: ref_36
  article-title: Polyamines in cancer: Integrating organismal metabolism and antitumour immunity
  publication-title: Nat. Rev. Cancer
  doi: 10.1038/s41568-022-00473-2
– ident: ref_48
  doi: 10.1371/journal.pone.0136033
– volume: 13
  start-page: 1033
  year: 2001
  ident: ref_24
  article-title: Polyamines and colon cancer
  publication-title: Eur. J. Gastroenterol. Hepatol.
  doi: 10.1097/00042737-200109000-00006
– volume: 28
  start-page: 1831
  year: 2012
  ident: ref_45
  article-title: miR-143 and miR-145 inhibit stem cell characteristics of PC-3 prostate cancer cells
  publication-title: Oncol. Rep.
  doi: 10.3892/or.2012.2015
– ident: ref_17
  doi: 10.3390/ijms23031258
– volume: 12
  start-page: 661
  year: 2014
  ident: ref_35
  article-title: The gut microbiota, bacterial metabolites and colorectal cancer
  publication-title: Nat. Rev. Microbiol.
  doi: 10.1038/nrmicro3344
– volume: 519
  start-page: 91
  year: 2021
  ident: ref_30
  article-title: Metabolism and function of polyamines in cancer progression
  publication-title: Cancer Lett.
  doi: 10.1016/j.canlet.2021.06.020
– volume: 20
  start-page: 539
  year: 2020
  ident: ref_14
  article-title: Polyamines and related signaling pathways in cancer
  publication-title: Cancer Cell. Int.
  doi: 10.1186/s12935-020-01545-9
– volume: 36
  start-page: 2314
  year: 2022
  ident: ref_43
  article-title: The Prognostic Significance of Preoperative Anemia in Gastric Cancer Patients
  publication-title: In Vivo
  doi: 10.21873/invivo.12962
– volume: 18
  start-page: 495
  year: 2015
  ident: ref_27
  article-title: Gene polymorphisms in the ornithine decarboxylase–polyamine pathway modify gastric cancer risk by interaction with isoflavone concentrations
  publication-title: Gastric Cancer
  doi: 10.1007/s10120-014-0396-5
– volume: 51
  start-page: 1403
  year: 2013
  ident: ref_51
  article-title: Red blood cell distribution width is a potential prognostic index for liver disease
  publication-title: Clin. Chem. Lab. Med.
  doi: 10.1515/cclm-2012-0704
– volume: 1745
  start-page: 111
  year: 2005
  ident: ref_40
  article-title: Effects of agmatine accumulation in human colon carcinoma cells on polyamine metabolism, DNA synthesis and the cell cycle
  publication-title: Biochim. Biophys. Acta—Mol. Cell. Res.
  doi: 10.1016/j.bbamcr.2004.12.004
– volume: 78
  start-page: 623
  year: 2008
  ident: ref_57
  article-title: A tool for systematically comparing the power of tests for normality
  publication-title: J. Stat. Comput. Simul.
  doi: 10.1080/00949650701377984
– volume: 71
  start-page: 209
  year: 2021
  ident: ref_1
  article-title: Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries
  publication-title: CA Cancer. J. Clin.
  doi: 10.3322/caac.21660
– volume: 186
  start-page: 3131
  year: 2016
  ident: ref_33
  article-title: Ornithine Decarboxylase Is Sufficient for Prostate Tumorigenesis via Androgen Receptor Signaling
  publication-title: Am. J. Pathol.
  doi: 10.1016/j.ajpath.2016.08.021
– volume: 8
  start-page: 87971
  year: 2017
  ident: ref_47
  article-title: Combined neutrophil-platelet score and hemoglobin level predict survival in esophageal squamous cell carcinoma patients treated with chemoradiotherapy
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.21313
– volume: 1
  start-page: 32
  year: 2008
  ident: ref_26
  article-title: Difluoromethylornithine plus sulindac for the prevention of sporadic colorectal adenomas: A randomized placebo-controlled, double-blind trial
  publication-title: Cancer Prev. Res.
  doi: 10.1158/1940-6207.CAPR-08-0042
– volume: 84
  start-page: 2029
  year: 2016
  ident: ref_32
  article-title: DENSpm overcame Bcl-2 mediated resistance against Paclitaxel treatment in MCF-7 breast cancer cells via activating polyamine catabolic machinery
  publication-title: Biomed. Pharmacother.
  doi: 10.1016/j.biopha.2016.11.016
– volume: 791
  start-page: 36
  year: 2013
  ident: ref_54
  article-title: Determination of polyamine metabolome in plasma and urine by ultrahigh performance liquid chromatography-tandem mass spectrometry method: Application to identify potential markers for human hepatic cancer
  publication-title: Anal. Chim. Acta
  doi: 10.1016/j.aca.2013.06.044
– volume: 7
  start-page: 33210
  year: 2016
  ident: ref_42
  article-title: Inflammatory indexes as predictors of prognosis and bevacizumab efficacy in patients with metastatic colorectal cancer
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.8901
– volume: 273
  start-page: 15313
  year: 1998
  ident: ref_21
  article-title: Agmatine suppresses proliferation by frameshift induction of antizyme and attenuation of cellular polyamine levels
  publication-title: J. Biol. Chem.
  doi: 10.1074/jbc.273.25.15313
– volume: 7
  start-page: 42650
  year: 2016
  ident: ref_52
  article-title: The ratio of hemoglobin to red cell distribution width as a novel prognostic parameter in esophageal squamous cell carcinoma: A retrospective study from southern China
  publication-title: Oncotarget
  doi: 10.18632/oncotarget.9516
– volume: 372
  start-page: 2509
  year: 2015
  ident: ref_5
  article-title: PD-1 Blockade in Tumors with Mismatch-Repair Deficiency
  publication-title: N. Engl. J. Med.
  doi: 10.1056/NEJMoa1500596
SSID ssj0023259
Score 2.417999
Snippet Colorectal cancer (CRC) is one of the major public health and socio-economic problems, which management demands the development of non-invasive screening...
SourceID unpaywall
pubmedcentral
proquest
pubmed
crossref
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
StartPage 101
SubjectTerms Chromatography, Liquid - methods
Colorectal Neoplasms - diagnosis
Humans
Polyamines - analysis
Spermidine
Spermine
SummonAdditionalLinks – databaseName: Scholars Portal Journals: Open Access
  dbid: M48
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3fa9swED66jq19Kd2v1ms7NNj2MrzZkh1LD6WMsFIGHd1YWN-MJEssxbHbxKHLf9-7ODEpWYdfDD7b4j7J953vdAfwTqDNyKRXYap8L0xMJnDNRSI0keLGWITdz6t9fu-dDZJvl-nlBiy7jS4UOPmna0f9pAbj8tPfm9kJLvhj8jjRZf88vBpN0DDFdDyCx3iqqInDedLFE5A2pKpNe1-7YxueCjRSIqV-4au2aY1wrudNbk2raz271WW5YpROd2FnwSbZlxb-Z7DhqufwpO0vOXsBv39MdTXfRYbfNHbuGkS8pG3IE9bUrE2_cwwpIPtZl47Vnl0gmR5pdlGXMz2ijHg2rFi_JjmLGmJ9miTjlzA4_fqrfxYuOimEVsikCXWi0XOIpZKFiCJjpS9iZXVhZVRk1qCVpyi79gVVl-MpV9y7xBU-MU6TSydewWZVV24fmJBFbLzppS52SKWM0l4Lo6zMpENq4gP4uNRhbhdlxqnbRZmju0HKz1eVH8D7Tvq6La_xgNzbJRw5zn8KaujK1dNJzuk_DI5fpgHstfB0T1riGkB2D7hOgGpr379SDf_Ma2wrZEYZTwL40EH83wG-fvDlB7DNactEzEMeH8JmM566IyQyjXkzn6N3kkXx0A
  priority: 102
  providerName: Scholars Portal
Title Quantitative Metabolomics to Explore the Role of Plasma Polyamines in Colorectal Cancer
URI https://www.ncbi.nlm.nih.gov/pubmed/36613539
https://www.proquest.com/docview/2761981485
https://pubmed.ncbi.nlm.nih.gov/PMC9820724
https://www.mdpi.com/1422-0067/24/1/101/pdf?version=1671618509
UnpaywallVersion publishedVersion
Volume 24
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 (PMC)
  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/eLvHCXMwnV3ri9NAEF-0RfSL70d8lBXUL5JrdjeP3U9ylquHcKUeFuunsLvZxd6lSbkmSv3rnU3ScvVQRAIhIZOwYWZ2fjM7M4vQKwY2I-FW-JGwsR-qhIHOBcxXgaBKaWC7bbp9TuLjWfhxHs27gNu6S6sEV3zRTNIuPuG7-XRIwyEBBSfDVWbffe8iSSROXLv3yNXv9eMIsHgP9WeT6eHXpqSoe9ddgxHyHUGb-c7Azx8uzpZrsGbEHfs26QrQvJovebMuVnLzQ-b5JWM0voPS7W-0OSjnB3WlDvTP3zo8_v9_3kW3O5yKD1vBuoeumeI-utHuXLl5gL58qmXR1KfBbIlPTAWylLsC5zWuStwm9hkM4BKflrnBpcVTgOlLiadlvpFLl2uPFwUelY5OgwOAR078Lh6i2fjo8-jY7_Zo8DXjYeXLUIJPQrjgGQsCpbnNiNAy0zzIEq0AP7j1e2kz17eORlRQa0KT2VAZ6ZxF9gj1irIwTxBmPCPKqjgyxABIU0JayZTQPOEGQI_10Nstl1LdNTB3-2jkKTgyjqfpZZ566PWOetU27vgD3cstw1PQLLdcIgtT1uuUuggPjJ9HHnrcCsDuSwwkikVMeCjZE40dgevavf-kWHxruncLwFwJDT30ZidEfx3g038lfIZuUVebQahPyXPUqy5q8wIQU6UG6HoyT-DMxx8GqP_-aDI9hbuTkA86hfkFbbwT8g
linkProvider Unpaywall
linkToUnpaywall http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3di9QwEA-yh-jL-a09P4igvkhvm6QfyZMci8cheKzi4vlUkjThVrvtctsq61_vTNtdbj0Ukb4UOi0NM8n8ZjLzCyEvBPiMTHoVJsqnYWwyAXMuEqGJFDfGgtp9x_Z5mp7M4ndnydmQcFsNZZUQis-7RRrzEyGup2MejxlMcDZeFv7N9yGTxNIM6d4T7N_bSxPA4iOyNzudHn3pWoqGd_EenFCIAn3lu4A4fzz_uliBN2N47fqkK0Dzar3kjbZa6vUPXZaXnNHxLZJvhtHXoHw7bBtzaH_-xvD4_-O8TfYHnEqPesO6Q6656i653p9cub5HPn9oddX1p8FqSd-7BmypxAbnFW1q2hf2OQrgkn6sS0drT6cA0xeaTutyrRdYa0_nFZ3UKGchAKATNL-L-2R2_PbT5CQczmgIrZBxE-pYQ0zCpJKFiCJjpS-YsrqwMioyawA_4P699gXy1vGEK-5d7AofG6cxWBQPyKiqK_eIUCELZrxJE8ccgDSjtNfCKCsz6QD0-IC83mgptwOBOZ6jUeYQyKBO88s6DcjLrfSyJ-74g9zzjcJzmFm4XaIrV7ernGOGB_5fJgF52BvA9ksCLEokQgUk2zGNrQCydu8-qebnHXu3AsyV8Tggr7ZG9NcfPPhXwcfkJsfeDMZDzp6QUXPRuqeAmBrzbJgWvwCrKg-x
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=Quantitative+Metabolomics+to+Explore+the+Role+of+Plasma+Polyamines+in+Colorectal+Cancer&rft.jtitle=International+journal+of+molecular+sciences&rft.au=Coradduzza%2C+Donatella&rft.au=Arru%2C+Caterina&rft.au=Culeddu%2C+Nicola&rft.au=Congiargiu%2C+Antonella&rft.date=2022-12-21&rft.eissn=1422-0067&rft.volume=24&rft.issue=1&rft_id=info:doi/10.3390%2Fijms24010101&rft_id=info%3Apmid%2F36613539&rft.externalDocID=36613539
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