Cyclooxygenase inhibitors use is associated with reduced risk of esophageal adenocarcinoma in patients with Barrett’s esophagus: a meta-analysis
Background: Esophageal adenocarcinoma (EAC) has high mortality and is increasing in incidence. Barrett’s esophagus (BE) increases the risk for EAC. Studies have reported inconsistent findings on the association between use of cyclooxygenase (COX) inhibitors and the risk of neoplastic progression in...
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Veröffentlicht in: | British journal of cancer 2014-04, Vol.110 (9), p.2378-2388 |
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creator | Zhang, S Zhang, X-Q Ding, X-W Yang, R-K Huang, S-L Kastelein, F Bruno, M Yu, X-J Zhou, D Zou, X-P |
description | Background:
Esophageal adenocarcinoma (EAC) has high mortality and is increasing in incidence. Barrett’s esophagus (BE) increases the risk for EAC. Studies have reported inconsistent findings on the association between use of cyclooxygenase (COX) inhibitors and the risk of neoplastic progression in BE patients. Therefore, we performed a meta-analysis to investigate this association.
Methods:
A meta-analysis was undertaken among a total of 9 observational studies using fixed- and random-effects models, comprising 5446 participants; 605 had EAC or high-grade dysplasia (HGD).
Results:
Overall, COX inhibitors use was associated with a reduced risk of EAC/HGD among BE patients (relative risk (RR)=0.64, 95% confidence interval (CI)=0.53–0.77). Aspirin use also reduced the risk of EAC/HGD (RR=0.63, 95% CI=0.43–0.94), as well as non-aspirin COX inhibitors (RR=0.50, 95% CI=0.32–0.78). The chemopreventive effect seemed to be independent of duration response.
Conclusions:
Cyclooxygenase inhibitors use is associated with a reduced risk of developing EAC in patients with BE. Both low-dose aspirin and non-aspirin COX inhibitors are associated with a reduced risk of neoplasia. More well-designed randomised controlled trials are needed to increase our understanding of the chemopreventive effect of COX inhibitors. |
doi_str_mv | 10.1038/bjc.2014.127 |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4007227</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1520345592</sourcerecordid><originalsourceid>FETCH-LOGICAL-c480t-3a5205219eed74bc4b1576f5a65992726bc58392a9059aa2b5746eae6ddef64d3</originalsourceid><addsrcrecordid>eNptkc-O0zAQxiMEYsvCjTOyhJA4kGI7cRLvAWmp-CetxAXO1sSZtC5JXDwJbG88AzdejyfBod1lQZys0fzmm2_8JclDwZeCZ9XzemuXkot8KWR5K1kIlclUVLK8nSw452XKteQnyT2ibSw1r8q7yYnMCyWySi2S76u97by_3K9xAELmho2r3egDsWkuiQGRtw5GbNhXN25YwGaysQiOPjHfMiS_28AaoWPQ4OAtBOsG30PUYjsYHQ4jHUZfQgg4jj-__aCrsYnOGLAeR0hhgG5Pju4nd1roCB8c39Pk4-tXH1Zv04v3b96tzi9Sm1d8TDNQkispNGJT5rXNa6HKolVQKK1lKYvaqirTEjRXGkDWqswLBCyaBtsib7LT5MVBdzfVPTY2-gzQmV1wPYS98eDM353BbczafzF5_FYpyyjw9CgQ_OcJaTS9I4tdBwP6iYyIBrNcKS0j-vgfdOunEA-eKaErnSk1Cz47UDZ4ooDttRnBzRy2iWGbOWwjfu9_dPOAa_gq3Qg8OQJAFro2wGAd_eEqxaUWWeTSA0exNawx3HD3v8W_AOppxYg</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1519893557</pqid></control><display><type>article</type><title>Cyclooxygenase inhibitors use is associated with reduced risk of esophageal adenocarcinoma in patients with Barrett’s esophagus: a meta-analysis</title><source>MEDLINE</source><source>Nature</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central</source><source>SpringerLink Journals - AutoHoldings</source><creator>Zhang, S ; Zhang, X-Q ; Ding, X-W ; Yang, R-K ; Huang, S-L ; Kastelein, F ; Bruno, M ; Yu, X-J ; Zhou, D ; Zou, X-P</creator><creatorcontrib>Zhang, S ; Zhang, X-Q ; Ding, X-W ; Yang, R-K ; Huang, S-L ; Kastelein, F ; Bruno, M ; Yu, X-J ; Zhou, D ; Zou, X-P</creatorcontrib><description>Background:
Esophageal adenocarcinoma (EAC) has high mortality and is increasing in incidence. Barrett’s esophagus (BE) increases the risk for EAC. Studies have reported inconsistent findings on the association between use of cyclooxygenase (COX) inhibitors and the risk of neoplastic progression in BE patients. Therefore, we performed a meta-analysis to investigate this association.
Methods:
A meta-analysis was undertaken among a total of 9 observational studies using fixed- and random-effects models, comprising 5446 participants; 605 had EAC or high-grade dysplasia (HGD).
Results:
Overall, COX inhibitors use was associated with a reduced risk of EAC/HGD among BE patients (relative risk (RR)=0.64, 95% confidence interval (CI)=0.53–0.77). Aspirin use also reduced the risk of EAC/HGD (RR=0.63, 95% CI=0.43–0.94), as well as non-aspirin COX inhibitors (RR=0.50, 95% CI=0.32–0.78). The chemopreventive effect seemed to be independent of duration response.
Conclusions:
Cyclooxygenase inhibitors use is associated with a reduced risk of developing EAC in patients with BE. Both low-dose aspirin and non-aspirin COX inhibitors are associated with a reduced risk of neoplasia. More well-designed randomised controlled trials are needed to increase our understanding of the chemopreventive effect of COX inhibitors.</description><identifier>ISSN: 0007-0920</identifier><identifier>EISSN: 1532-1827</identifier><identifier>DOI: 10.1038/bjc.2014.127</identifier><identifier>PMID: 24651385</identifier><identifier>CODEN: BJCAAI</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>692/699/1503/1476/1322 ; 692/699/67/1504/1477 ; 692/700/565/1436 ; Adenocarcinoma - epidemiology ; Adenocarcinoma - prevention & control ; Aspirin ; Barrett Esophagus - epidemiology ; Biological and medical sciences ; Biomedical and Life Sciences ; Biomedicine ; Cancer Research ; Cyclooxygenase Inhibitors - administration & dosage ; Drug Resistance ; Epidemiology ; Esophageal cancer ; Esophageal Neoplasms - epidemiology ; Esophageal Neoplasms - prevention & control ; Esophagus ; Gastroenterology ; Gastroenterology. Liver. Pancreas. Abdomen ; Gastroesophageal reflux ; Humans ; Incidence ; Medical sciences ; Meta-analysis ; Molecular Medicine ; Mortality ; Multiple tumors. Solid tumors. Tumors in childhood (general aspects) ; Observational studies ; Oncology ; Risk ; Tumors</subject><ispartof>British journal of cancer, 2014-04, Vol.110 (9), p.2378-2388</ispartof><rights>The Author(s) 2014</rights><rights>2015 INIST-CNRS</rights><rights>Copyright Nature Publishing Group Apr 29, 2014</rights><rights>Copyright © 2014 Cancer Research UK 2014 Cancer Research UK</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c480t-3a5205219eed74bc4b1576f5a65992726bc58392a9059aa2b5746eae6ddef64d3</citedby><cites>FETCH-LOGICAL-c480t-3a5205219eed74bc4b1576f5a65992726bc58392a9059aa2b5746eae6ddef64d3</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/PMC4007227/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4007227/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,41488,42557,51319,53791,53793</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=28502913$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24651385$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhang, S</creatorcontrib><creatorcontrib>Zhang, X-Q</creatorcontrib><creatorcontrib>Ding, X-W</creatorcontrib><creatorcontrib>Yang, R-K</creatorcontrib><creatorcontrib>Huang, S-L</creatorcontrib><creatorcontrib>Kastelein, F</creatorcontrib><creatorcontrib>Bruno, M</creatorcontrib><creatorcontrib>Yu, X-J</creatorcontrib><creatorcontrib>Zhou, D</creatorcontrib><creatorcontrib>Zou, X-P</creatorcontrib><title>Cyclooxygenase inhibitors use is associated with reduced risk of esophageal adenocarcinoma in patients with Barrett’s esophagus: a meta-analysis</title><title>British journal of cancer</title><addtitle>Br J Cancer</addtitle><addtitle>Br J Cancer</addtitle><description>Background:
Esophageal adenocarcinoma (EAC) has high mortality and is increasing in incidence. Barrett’s esophagus (BE) increases the risk for EAC. Studies have reported inconsistent findings on the association between use of cyclooxygenase (COX) inhibitors and the risk of neoplastic progression in BE patients. Therefore, we performed a meta-analysis to investigate this association.
Methods:
A meta-analysis was undertaken among a total of 9 observational studies using fixed- and random-effects models, comprising 5446 participants; 605 had EAC or high-grade dysplasia (HGD).
Results:
Overall, COX inhibitors use was associated with a reduced risk of EAC/HGD among BE patients (relative risk (RR)=0.64, 95% confidence interval (CI)=0.53–0.77). Aspirin use also reduced the risk of EAC/HGD (RR=0.63, 95% CI=0.43–0.94), as well as non-aspirin COX inhibitors (RR=0.50, 95% CI=0.32–0.78). The chemopreventive effect seemed to be independent of duration response.
Conclusions:
Cyclooxygenase inhibitors use is associated with a reduced risk of developing EAC in patients with BE. Both low-dose aspirin and non-aspirin COX inhibitors are associated with a reduced risk of neoplasia. More well-designed randomised controlled trials are needed to increase our understanding of the chemopreventive effect of COX inhibitors.</description><subject>692/699/1503/1476/1322</subject><subject>692/699/67/1504/1477</subject><subject>692/700/565/1436</subject><subject>Adenocarcinoma - epidemiology</subject><subject>Adenocarcinoma - prevention & control</subject><subject>Aspirin</subject><subject>Barrett Esophagus - epidemiology</subject><subject>Biological and medical sciences</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Cancer Research</subject><subject>Cyclooxygenase Inhibitors - administration & dosage</subject><subject>Drug Resistance</subject><subject>Epidemiology</subject><subject>Esophageal cancer</subject><subject>Esophageal Neoplasms - epidemiology</subject><subject>Esophageal Neoplasms - prevention & control</subject><subject>Esophagus</subject><subject>Gastroenterology</subject><subject>Gastroenterology. Liver. Pancreas. Abdomen</subject><subject>Gastroesophageal reflux</subject><subject>Humans</subject><subject>Incidence</subject><subject>Medical sciences</subject><subject>Meta-analysis</subject><subject>Molecular Medicine</subject><subject>Mortality</subject><subject>Multiple tumors. Solid tumors. Tumors in childhood (general aspects)</subject><subject>Observational studies</subject><subject>Oncology</subject><subject>Risk</subject><subject>Tumors</subject><issn>0007-0920</issn><issn>1532-1827</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNptkc-O0zAQxiMEYsvCjTOyhJA4kGI7cRLvAWmp-CetxAXO1sSZtC5JXDwJbG88AzdejyfBod1lQZys0fzmm2_8JclDwZeCZ9XzemuXkot8KWR5K1kIlclUVLK8nSw452XKteQnyT2ibSw1r8q7yYnMCyWySi2S76u97by_3K9xAELmho2r3egDsWkuiQGRtw5GbNhXN25YwGaysQiOPjHfMiS_28AaoWPQ4OAtBOsG30PUYjsYHQ4jHUZfQgg4jj-__aCrsYnOGLAeR0hhgG5Pju4nd1roCB8c39Pk4-tXH1Zv04v3b96tzi9Sm1d8TDNQkispNGJT5rXNa6HKolVQKK1lKYvaqirTEjRXGkDWqswLBCyaBtsib7LT5MVBdzfVPTY2-gzQmV1wPYS98eDM353BbczafzF5_FYpyyjw9CgQ_OcJaTS9I4tdBwP6iYyIBrNcKS0j-vgfdOunEA-eKaErnSk1Cz47UDZ4ooDttRnBzRy2iWGbOWwjfu9_dPOAa_gq3Qg8OQJAFro2wGAd_eEqxaUWWeTSA0exNawx3HD3v8W_AOppxYg</recordid><startdate>20140429</startdate><enddate>20140429</enddate><creator>Zhang, S</creator><creator>Zhang, X-Q</creator><creator>Ding, X-W</creator><creator>Yang, R-K</creator><creator>Huang, S-L</creator><creator>Kastelein, F</creator><creator>Bruno, M</creator><creator>Yu, X-J</creator><creator>Zhou, D</creator><creator>Zou, X-P</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</scope><scope>IQODW</scope><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>3V.</scope><scope>7RV</scope><scope>7TO</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AN0</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB0</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>NAPCQ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20140429</creationdate><title>Cyclooxygenase inhibitors use is associated with reduced risk of esophageal adenocarcinoma in patients with Barrett’s esophagus: a meta-analysis</title><author>Zhang, S ; Zhang, X-Q ; Ding, X-W ; Yang, R-K ; Huang, S-L ; Kastelein, F ; Bruno, M ; Yu, X-J ; Zhou, D ; Zou, X-P</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c480t-3a5205219eed74bc4b1576f5a65992726bc58392a9059aa2b5746eae6ddef64d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>692/699/1503/1476/1322</topic><topic>692/699/67/1504/1477</topic><topic>692/700/565/1436</topic><topic>Adenocarcinoma - epidemiology</topic><topic>Adenocarcinoma - prevention & control</topic><topic>Aspirin</topic><topic>Barrett Esophagus - epidemiology</topic><topic>Biological and medical sciences</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Cancer Research</topic><topic>Cyclooxygenase Inhibitors - administration & dosage</topic><topic>Drug Resistance</topic><topic>Epidemiology</topic><topic>Esophageal cancer</topic><topic>Esophageal Neoplasms - epidemiology</topic><topic>Esophageal Neoplasms - prevention & control</topic><topic>Esophagus</topic><topic>Gastroenterology</topic><topic>Gastroenterology. Liver. Pancreas. Abdomen</topic><topic>Gastroesophageal reflux</topic><topic>Humans</topic><topic>Incidence</topic><topic>Medical sciences</topic><topic>Meta-analysis</topic><topic>Molecular Medicine</topic><topic>Mortality</topic><topic>Multiple tumors. Solid tumors. Tumors in childhood (general aspects)</topic><topic>Observational studies</topic><topic>Oncology</topic><topic>Risk</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, S</creatorcontrib><creatorcontrib>Zhang, X-Q</creatorcontrib><creatorcontrib>Ding, X-W</creatorcontrib><creatorcontrib>Yang, R-K</creatorcontrib><creatorcontrib>Huang, S-L</creatorcontrib><creatorcontrib>Kastelein, F</creatorcontrib><creatorcontrib>Bruno, M</creatorcontrib><creatorcontrib>Yu, X-J</creatorcontrib><creatorcontrib>Zhou, D</creatorcontrib><creatorcontrib>Zou, X-P</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Nursing & Allied Health Database</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>British Nursing Database</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science Database</collection><collection>Nursing & Allied Health Premium</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>British journal of cancer</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, S</au><au>Zhang, X-Q</au><au>Ding, X-W</au><au>Yang, R-K</au><au>Huang, S-L</au><au>Kastelein, F</au><au>Bruno, M</au><au>Yu, X-J</au><au>Zhou, D</au><au>Zou, X-P</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Cyclooxygenase inhibitors use is associated with reduced risk of esophageal adenocarcinoma in patients with Barrett’s esophagus: a meta-analysis</atitle><jtitle>British journal of cancer</jtitle><stitle>Br J Cancer</stitle><addtitle>Br J Cancer</addtitle><date>2014-04-29</date><risdate>2014</risdate><volume>110</volume><issue>9</issue><spage>2378</spage><epage>2388</epage><pages>2378-2388</pages><issn>0007-0920</issn><eissn>1532-1827</eissn><coden>BJCAAI</coden><abstract>Background:
Esophageal adenocarcinoma (EAC) has high mortality and is increasing in incidence. Barrett’s esophagus (BE) increases the risk for EAC. Studies have reported inconsistent findings on the association between use of cyclooxygenase (COX) inhibitors and the risk of neoplastic progression in BE patients. Therefore, we performed a meta-analysis to investigate this association.
Methods:
A meta-analysis was undertaken among a total of 9 observational studies using fixed- and random-effects models, comprising 5446 participants; 605 had EAC or high-grade dysplasia (HGD).
Results:
Overall, COX inhibitors use was associated with a reduced risk of EAC/HGD among BE patients (relative risk (RR)=0.64, 95% confidence interval (CI)=0.53–0.77). Aspirin use also reduced the risk of EAC/HGD (RR=0.63, 95% CI=0.43–0.94), as well as non-aspirin COX inhibitors (RR=0.50, 95% CI=0.32–0.78). The chemopreventive effect seemed to be independent of duration response.
Conclusions:
Cyclooxygenase inhibitors use is associated with a reduced risk of developing EAC in patients with BE. Both low-dose aspirin and non-aspirin COX inhibitors are associated with a reduced risk of neoplasia. More well-designed randomised controlled trials are needed to increase our understanding of the chemopreventive effect of COX inhibitors.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>24651385</pmid><doi>10.1038/bjc.2014.127</doi><tpages>11</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 692/699/1503/1476/1322 692/699/67/1504/1477 692/700/565/1436 Adenocarcinoma - epidemiology Adenocarcinoma - prevention & control Aspirin Barrett Esophagus - epidemiology Biological and medical sciences Biomedical and Life Sciences Biomedicine Cancer Research Cyclooxygenase Inhibitors - administration & dosage Drug Resistance Epidemiology Esophageal cancer Esophageal Neoplasms - epidemiology Esophageal Neoplasms - prevention & control Esophagus Gastroenterology Gastroenterology. Liver. Pancreas. Abdomen Gastroesophageal reflux Humans Incidence Medical sciences Meta-analysis Molecular Medicine Mortality Multiple tumors. Solid tumors. Tumors in childhood (general aspects) Observational studies Oncology Risk Tumors |
title | Cyclooxygenase inhibitors use is associated with reduced risk of esophageal adenocarcinoma in patients with Barrett’s esophagus: a meta-analysis |
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