NMR-based fecal metabolomics fingerprinting as predictors of earlier diagnosis in patients with colorectal cancer
Colorectal cancer (CRC) is a growing cause of mortality in developing countries, warranting investigation into its earlier detection for optimal disease management. A metabolomics based approach provides potential for noninvasive identification of biomarkers of colorectal carcinogenesis, as well as...
Gespeichert in:
Veröffentlicht in: | Oncotarget 2016-05, Vol.7 (20), p.29454-29464 |
---|---|
Hauptverfasser: | , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 29464 |
---|---|
container_issue | 20 |
container_start_page | 29454 |
container_title | Oncotarget |
container_volume | 7 |
creator | Lin, Yan Ma, Changchun Liu, Chengkang Wang, Zhening Yang, Jurong Liu, Xinmu Shen, Zhiwei Wu, Renhua |
description | Colorectal cancer (CRC) is a growing cause of mortality in developing countries, warranting investigation into its earlier detection for optimal disease management. A metabolomics based approach provides potential for noninvasive identification of biomarkers of colorectal carcinogenesis, as well as dissection of molecular pathways of pathophysiological conditions. Here, proton nuclear magnetic resonance spectroscopy (1HNMR) -based metabolomic approach was used to profile fecal metabolites of 68 CRC patients (stage I/II=20; stage III=25 and stage IV=23) and 32 healthy controls (HC). Pattern recognition through principal component analysis (PCA) and orthogonal partial least squares-discriminant analysis (OPLS-DA) was applied on 1H-NMR processed data for dimension reduction. OPLS-DA revealed that each stage of CRC could be clearly distinguished from HC based on their metabolomic profiles. Successive analyses identified distinct disturbances to fecal metabolites of CRC patients at various stages, compared with those in cancer free controls, including reduced levels of acetate, butyrate, propionate, glucose, glutamine, and elevated quantities of succinate, proline, alanine, dimethylglycine, valine, glutamate, leucine, isoleucine and lactate. These altered fecal metabolites potentially involved in the disruption of normal bacterial ecology, malabsorption of nutrients, increased glycolysis and glutaminolysis. Our findings revealed that the fecal metabolic profiles of healthy controls can be distinguished from CRC patients, even in the early stage (stage I/II), highlighting the potential utility of NMR-based fecal metabolomics fingerprinting as predictors of earlier diagnosis in CRC patients. |
doi_str_mv | 10.18632/oncotarget.8762 |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5045409</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1815683224</sourcerecordid><originalsourceid>FETCH-LOGICAL-c354t-a8dee892a609bbb947fb090ea6f13f84551b86546312ee87d9e6e3ce6cb3a3913</originalsourceid><addsrcrecordid>eNpVkc1rFjEQxoMottTePUmOXrbmezcXQYofhaogeg6T7OzbyG7yNslr8b832lrrXGZgnvnNDA8hzzk745OR4lVOITcoO2xn02jEI3LMrbKD0Fo-flAfkdNav7MeWo2TsE_JkRg5G5WQx-T608cvg4eKM10wwEo3bODzmrcYKl1i2mHZl5haryhUui84x9ByqTQvFKGsEQudI-xSrrHSmOgeWsTUKr2J7YqGzioYWkcHSAHLM_JkgbXi6V0-Id_evf16_mG4_Pz-4vzN5RCkVm2AaUacrADDrPfeqnHxzDIEs3C5TEpr7iejlZFcdOE4WzQoA5rgJUjL5Ql5fcvdH_yGc-gnFVhdf2aD8tNliO7_TopXbpd_OM2UVsx2wMs7QMnXB6zNbbEGXFdImA_V8YlrM0khVJeyW2koudaCy_0aztwfs9w_s9xvs_rIi4fn3Q_8tUb-AhEKlpg</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1815683224</pqid></control><display><type>article</type><title>NMR-based fecal metabolomics fingerprinting as predictors of earlier diagnosis in patients with colorectal cancer</title><source>Freely Accessible Journals</source><source>MEDLINE</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central Open Access</source><source>PubMed Central</source><creator>Lin, Yan ; Ma, Changchun ; Liu, Chengkang ; Wang, Zhening ; Yang, Jurong ; Liu, Xinmu ; Shen, Zhiwei ; Wu, Renhua</creator><creatorcontrib>Lin, Yan ; Ma, Changchun ; Liu, Chengkang ; Wang, Zhening ; Yang, Jurong ; Liu, Xinmu ; Shen, Zhiwei ; Wu, Renhua</creatorcontrib><description>Colorectal cancer (CRC) is a growing cause of mortality in developing countries, warranting investigation into its earlier detection for optimal disease management. A metabolomics based approach provides potential for noninvasive identification of biomarkers of colorectal carcinogenesis, as well as dissection of molecular pathways of pathophysiological conditions. Here, proton nuclear magnetic resonance spectroscopy (1HNMR) -based metabolomic approach was used to profile fecal metabolites of 68 CRC patients (stage I/II=20; stage III=25 and stage IV=23) and 32 healthy controls (HC). Pattern recognition through principal component analysis (PCA) and orthogonal partial least squares-discriminant analysis (OPLS-DA) was applied on 1H-NMR processed data for dimension reduction. OPLS-DA revealed that each stage of CRC could be clearly distinguished from HC based on their metabolomic profiles. Successive analyses identified distinct disturbances to fecal metabolites of CRC patients at various stages, compared with those in cancer free controls, including reduced levels of acetate, butyrate, propionate, glucose, glutamine, and elevated quantities of succinate, proline, alanine, dimethylglycine, valine, glutamate, leucine, isoleucine and lactate. These altered fecal metabolites potentially involved in the disruption of normal bacterial ecology, malabsorption of nutrients, increased glycolysis and glutaminolysis. Our findings revealed that the fecal metabolic profiles of healthy controls can be distinguished from CRC patients, even in the early stage (stage I/II), highlighting the potential utility of NMR-based fecal metabolomics fingerprinting as predictors of earlier diagnosis in CRC patients.</description><identifier>ISSN: 1949-2553</identifier><identifier>EISSN: 1949-2553</identifier><identifier>DOI: 10.18632/oncotarget.8762</identifier><identifier>PMID: 27107423</identifier><language>eng</language><publisher>United States: Impact Journals LLC</publisher><subject>Adult ; Aged ; Colorectal Neoplasms - diagnosis ; Colorectal Neoplasms - metabolism ; Early Detection of Cancer - methods ; Feces - chemistry ; Female ; Humans ; Male ; Metabolomics - methods ; Middle Aged ; Proton Magnetic Resonance Spectroscopy - methods ; Research Paper</subject><ispartof>Oncotarget, 2016-05, Vol.7 (20), p.29454-29464</ispartof><rights>Copyright: © 2016 Lin et al. 2016</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c354t-a8dee892a609bbb947fb090ea6f13f84551b86546312ee87d9e6e3ce6cb3a3913</citedby><cites>FETCH-LOGICAL-c354t-a8dee892a609bbb947fb090ea6f13f84551b86546312ee87d9e6e3ce6cb3a3913</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5045409/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5045409/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,728,781,785,886,27929,27930,53796,53798</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27107423$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lin, Yan</creatorcontrib><creatorcontrib>Ma, Changchun</creatorcontrib><creatorcontrib>Liu, Chengkang</creatorcontrib><creatorcontrib>Wang, Zhening</creatorcontrib><creatorcontrib>Yang, Jurong</creatorcontrib><creatorcontrib>Liu, Xinmu</creatorcontrib><creatorcontrib>Shen, Zhiwei</creatorcontrib><creatorcontrib>Wu, Renhua</creatorcontrib><title>NMR-based fecal metabolomics fingerprinting as predictors of earlier diagnosis in patients with colorectal cancer</title><title>Oncotarget</title><addtitle>Oncotarget</addtitle><description>Colorectal cancer (CRC) is a growing cause of mortality in developing countries, warranting investigation into its earlier detection for optimal disease management. A metabolomics based approach provides potential for noninvasive identification of biomarkers of colorectal carcinogenesis, as well as dissection of molecular pathways of pathophysiological conditions. Here, proton nuclear magnetic resonance spectroscopy (1HNMR) -based metabolomic approach was used to profile fecal metabolites of 68 CRC patients (stage I/II=20; stage III=25 and stage IV=23) and 32 healthy controls (HC). Pattern recognition through principal component analysis (PCA) and orthogonal partial least squares-discriminant analysis (OPLS-DA) was applied on 1H-NMR processed data for dimension reduction. OPLS-DA revealed that each stage of CRC could be clearly distinguished from HC based on their metabolomic profiles. Successive analyses identified distinct disturbances to fecal metabolites of CRC patients at various stages, compared with those in cancer free controls, including reduced levels of acetate, butyrate, propionate, glucose, glutamine, and elevated quantities of succinate, proline, alanine, dimethylglycine, valine, glutamate, leucine, isoleucine and lactate. These altered fecal metabolites potentially involved in the disruption of normal bacterial ecology, malabsorption of nutrients, increased glycolysis and glutaminolysis. Our findings revealed that the fecal metabolic profiles of healthy controls can be distinguished from CRC patients, even in the early stage (stage I/II), highlighting the potential utility of NMR-based fecal metabolomics fingerprinting as predictors of earlier diagnosis in CRC patients.</description><subject>Adult</subject><subject>Aged</subject><subject>Colorectal Neoplasms - diagnosis</subject><subject>Colorectal Neoplasms - metabolism</subject><subject>Early Detection of Cancer - methods</subject><subject>Feces - chemistry</subject><subject>Female</subject><subject>Humans</subject><subject>Male</subject><subject>Metabolomics - methods</subject><subject>Middle Aged</subject><subject>Proton Magnetic Resonance Spectroscopy - methods</subject><subject>Research Paper</subject><issn>1949-2553</issn><issn>1949-2553</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkc1rFjEQxoMottTePUmOXrbmezcXQYofhaogeg6T7OzbyG7yNslr8b832lrrXGZgnvnNDA8hzzk745OR4lVOITcoO2xn02jEI3LMrbKD0Fo-flAfkdNav7MeWo2TsE_JkRg5G5WQx-T608cvg4eKM10wwEo3bODzmrcYKl1i2mHZl5haryhUui84x9ByqTQvFKGsEQudI-xSrrHSmOgeWsTUKr2J7YqGzioYWkcHSAHLM_JkgbXi6V0-Id_evf16_mG4_Pz-4vzN5RCkVm2AaUacrADDrPfeqnHxzDIEs3C5TEpr7iejlZFcdOE4WzQoA5rgJUjL5Ql5fcvdH_yGc-gnFVhdf2aD8tNliO7_TopXbpd_OM2UVsx2wMs7QMnXB6zNbbEGXFdImA_V8YlrM0khVJeyW2koudaCy_0aztwfs9w_s9xvs_rIi4fn3Q_8tUb-AhEKlpg</recordid><startdate>20160517</startdate><enddate>20160517</enddate><creator>Lin, Yan</creator><creator>Ma, Changchun</creator><creator>Liu, Chengkang</creator><creator>Wang, Zhening</creator><creator>Yang, Jurong</creator><creator>Liu, Xinmu</creator><creator>Shen, Zhiwei</creator><creator>Wu, Renhua</creator><general>Impact Journals LLC</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20160517</creationdate><title>NMR-based fecal metabolomics fingerprinting as predictors of earlier diagnosis in patients with colorectal cancer</title><author>Lin, Yan ; Ma, Changchun ; Liu, Chengkang ; Wang, Zhening ; Yang, Jurong ; Liu, Xinmu ; Shen, Zhiwei ; Wu, Renhua</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c354t-a8dee892a609bbb947fb090ea6f13f84551b86546312ee87d9e6e3ce6cb3a3913</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Colorectal Neoplasms - diagnosis</topic><topic>Colorectal Neoplasms - metabolism</topic><topic>Early Detection of Cancer - methods</topic><topic>Feces - chemistry</topic><topic>Female</topic><topic>Humans</topic><topic>Male</topic><topic>Metabolomics - methods</topic><topic>Middle Aged</topic><topic>Proton Magnetic Resonance Spectroscopy - methods</topic><topic>Research Paper</topic><toplevel>online_resources</toplevel><creatorcontrib>Lin, Yan</creatorcontrib><creatorcontrib>Ma, Changchun</creatorcontrib><creatorcontrib>Liu, Chengkang</creatorcontrib><creatorcontrib>Wang, Zhening</creatorcontrib><creatorcontrib>Yang, Jurong</creatorcontrib><creatorcontrib>Liu, Xinmu</creatorcontrib><creatorcontrib>Shen, Zhiwei</creatorcontrib><creatorcontrib>Wu, Renhua</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Oncotarget</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lin, Yan</au><au>Ma, Changchun</au><au>Liu, Chengkang</au><au>Wang, Zhening</au><au>Yang, Jurong</au><au>Liu, Xinmu</au><au>Shen, Zhiwei</au><au>Wu, Renhua</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>NMR-based fecal metabolomics fingerprinting as predictors of earlier diagnosis in patients with colorectal cancer</atitle><jtitle>Oncotarget</jtitle><addtitle>Oncotarget</addtitle><date>2016-05-17</date><risdate>2016</risdate><volume>7</volume><issue>20</issue><spage>29454</spage><epage>29464</epage><pages>29454-29464</pages><issn>1949-2553</issn><eissn>1949-2553</eissn><abstract>Colorectal cancer (CRC) is a growing cause of mortality in developing countries, warranting investigation into its earlier detection for optimal disease management. A metabolomics based approach provides potential for noninvasive identification of biomarkers of colorectal carcinogenesis, as well as dissection of molecular pathways of pathophysiological conditions. Here, proton nuclear magnetic resonance spectroscopy (1HNMR) -based metabolomic approach was used to profile fecal metabolites of 68 CRC patients (stage I/II=20; stage III=25 and stage IV=23) and 32 healthy controls (HC). Pattern recognition through principal component analysis (PCA) and orthogonal partial least squares-discriminant analysis (OPLS-DA) was applied on 1H-NMR processed data for dimension reduction. OPLS-DA revealed that each stage of CRC could be clearly distinguished from HC based on their metabolomic profiles. Successive analyses identified distinct disturbances to fecal metabolites of CRC patients at various stages, compared with those in cancer free controls, including reduced levels of acetate, butyrate, propionate, glucose, glutamine, and elevated quantities of succinate, proline, alanine, dimethylglycine, valine, glutamate, leucine, isoleucine and lactate. These altered fecal metabolites potentially involved in the disruption of normal bacterial ecology, malabsorption of nutrients, increased glycolysis and glutaminolysis. Our findings revealed that the fecal metabolic profiles of healthy controls can be distinguished from CRC patients, even in the early stage (stage I/II), highlighting the potential utility of NMR-based fecal metabolomics fingerprinting as predictors of earlier diagnosis in CRC patients.</abstract><cop>United States</cop><pub>Impact Journals LLC</pub><pmid>27107423</pmid><doi>10.18632/oncotarget.8762</doi><tpages>11</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1949-2553 |
ispartof | Oncotarget, 2016-05, Vol.7 (20), p.29454-29464 |
issn | 1949-2553 1949-2553 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5045409 |
source | Freely Accessible Journals; MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; PubMed Central Open Access; PubMed Central |
subjects | Adult Aged Colorectal Neoplasms - diagnosis Colorectal Neoplasms - metabolism Early Detection of Cancer - methods Feces - chemistry Female Humans Male Metabolomics - methods Middle Aged Proton Magnetic Resonance Spectroscopy - methods Research Paper |
title | NMR-based fecal metabolomics fingerprinting as predictors of earlier diagnosis in patients with colorectal cancer |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-13T04%3A16%3A21IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=NMR-based%20fecal%20metabolomics%20fingerprinting%20as%20predictors%20of%20earlier%20diagnosis%20in%20patients%20with%20colorectal%20cancer&rft.jtitle=Oncotarget&rft.au=Lin,%20Yan&rft.date=2016-05-17&rft.volume=7&rft.issue=20&rft.spage=29454&rft.epage=29464&rft.pages=29454-29464&rft.issn=1949-2553&rft.eissn=1949-2553&rft_id=info:doi/10.18632/oncotarget.8762&rft_dat=%3Cproquest_pubme%3E1815683224%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1815683224&rft_id=info:pmid/27107423&rfr_iscdi=true |