Association between mRNA expression of chemotherapy-related genes and clinicopathological features in colorectal cancer: A large-scale population analysis
To establish the individualized treatment of patients with colorectal cancer, factors associated with chemotherapeutic effects should be identified. However, to the best of our knowledge, few studies are available on this topic, although it is known that the prognosis of patients and sensitivity to...
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description | To establish the individualized treatment of patients with colorectal cancer, factors associated with chemotherapeutic effects should be identified. However, to the best of our knowledge, few studies are available on this topic, although it is known that the prognosis of patients and sensitivity to chemotherapy depend on the location of the tumor and that the tumor location is important for individualized treatment. In this study, primary tumors obtained from 1,129 patients with colorectal cancer were used to measure the mRNA expression levels of the following genes associated with the effects of standard chemotherapy for colorectal cancer: 5-fluorouracil (5-FU)-related thymidylate synthase (TYMS), dihydropyrimidine dehydrogenase (DPYD) and thymidine phosphorylase (TYMP); folate-related dihydrofolate reductase (DHFR), folylpolyglutamate synthase (FPGS) and gamma-glutamyl hydrolase (GGH); irinotecan-related topoisomerase I (TOP1); oxaliplatin-related excision repair cross-complementing 1 (ERCC1); biologic agent-related vascular endothelial growth factor (VEGF) and epidermal growth factor receptor (EGFR). Large-scale population analysis was performed to determine the association of gene expression with the clinicopathological features, in particular, the location of the colorectal cancer. From the results of our analysis of the mRNA expression of these 10 genes, we noted the strongest correlation between DPYD and TYMP, followed by TYMS and DHFR. The location of the colorectal cancer was classified into 4 regions (the right- and left-sided colon, rectosigmoid and rectum) and was compared with gene expression. A significant difference in all genes, apart from VEGF, was noted. Of the remaining 9 genes, the highest expression of TYMS and DPYD was observed in the right-sided colon; the highest expression of GGH and EGFR was noted in the left-sided colon; the highest expression of DHFR, FPGS, TOP1 and ERCC1 was noted in the rectosigmoid, whereas TYMP expression was approximately equivalent in the right-sided colon and rectum, and higher than that in other locations. The data generated from this study may prove to be useful for the development of individualized chemotherapeutic treatments for patients with colorectal cancer, and will mean that the tumor location is taken into account. |
doi_str_mv | 10.3892/ijmm.2015.2427 |
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However, to the best of our knowledge, few studies are available on this topic, although it is known that the prognosis of patients and sensitivity to chemotherapy depend on the location of the tumor and that the tumor location is important for individualized treatment. In this study, primary tumors obtained from 1,129 patients with colorectal cancer were used to measure the mRNA expression levels of the following genes associated with the effects of standard chemotherapy for colorectal cancer: 5-fluorouracil (5-FU)-related thymidylate synthase (TYMS), dihydropyrimidine dehydrogenase (DPYD) and thymidine phosphorylase (TYMP); folate-related dihydrofolate reductase (DHFR), folylpolyglutamate synthase (FPGS) and gamma-glutamyl hydrolase (GGH); irinotecan-related topoisomerase I (TOP1); oxaliplatin-related excision repair cross-complementing 1 (ERCC1); biologic agent-related vascular endothelial growth factor (VEGF) and epidermal growth factor receptor (EGFR). Large-scale population analysis was performed to determine the association of gene expression with the clinicopathological features, in particular, the location of the colorectal cancer. From the results of our analysis of the mRNA expression of these 10 genes, we noted the strongest correlation between DPYD and TYMP, followed by TYMS and DHFR. The location of the colorectal cancer was classified into 4 regions (the right- and left-sided colon, rectosigmoid and rectum) and was compared with gene expression. A significant difference in all genes, apart from VEGF, was noted. Of the remaining 9 genes, the highest expression of TYMS and DPYD was observed in the right-sided colon; the highest expression of GGH and EGFR was noted in the left-sided colon; the highest expression of DHFR, FPGS, TOP1 and ERCC1 was noted in the rectosigmoid, whereas TYMP expression was approximately equivalent in the right-sided colon and rectum, and higher than that in other locations. The data generated from this study may prove to be useful for the development of individualized chemotherapeutic treatments for patients with colorectal cancer, and will mean that the tumor location is taken into account.</description><identifier>ISSN: 1107-3756</identifier><identifier>EISSN: 1791-244X</identifier><identifier>DOI: 10.3892/ijmm.2015.2427</identifier><identifier>PMID: 26676887</identifier><language>eng</language><publisher>Greece: D.A. Spandidos</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Analysis ; Angiogenesis ; Camptothecin - administration & dosage ; Camptothecin - analogs & derivatives ; Cancer ; Cancer therapies ; Care and treatment ; Cell growth ; Chemotherapy ; chemotherapy-related genes ; clinicopathological features ; Colorectal cancer ; Colorectal Neoplasms - drug therapy ; Colorectal Neoplasms - genetics ; Colorectal Neoplasms - pathology ; Deoxyribonucleic acid ; Dihydrofolate reductase ; DNA ; DNA Topoisomerases, Type I - biosynthesis ; DNA Topoisomerases, Type I - genetics ; DNA-Binding Proteins - biosynthesis ; DNA-Binding Proteins - genetics ; Endonucleases - biosynthesis ; Endonucleases - genetics ; Enzymes ; Female ; Fluorouracil - administration & dosage ; gamma-Glutamyl Hydrolase - biosynthesis ; gamma-Glutamyl Hydrolase - genetics ; Gene Expression Regulation, Neoplastic - drug effects ; Genetic aspects ; Histology ; Humans ; Lymphatic system ; Male ; Medical prognosis ; Messenger RNA ; Metabolism ; Metabolites ; Metastasis ; Middle Aged ; mRNA expression ; Organoplatinum Compounds - administration & dosage ; Peptide Synthases - biosynthesis ; Peptide Synthases - genetics ; Physiological aspects ; population analysis ; Prognosis ; Receptor, Epidermal Growth Factor - biosynthesis ; Receptor, Epidermal Growth Factor - genetics ; RNA, Messenger - biosynthesis ; Tetrahydrofolate Dehydrogenase - biosynthesis ; Tetrahydrofolate Dehydrogenase - genetics ; Thymidine Phosphorylase - biosynthesis ; Thymidine Phosphorylase - genetics ; Tumors ; Vascular endothelial growth factor ; Vitamin B</subject><ispartof>International journal of molecular medicine, 2016-02, Vol.37 (2), p.319-328</ispartof><rights>Copyright: © Shimamoto et al.</rights><rights>COPYRIGHT 2016 Spandidos Publications</rights><rights>Copyright Spandidos Publications UK Ltd. 2016</rights><rights>Copyright: © Shimamoto et al. 2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c518t-242a9a3274f746ecad2e0810b592f070e77a1bf8ee2d2b6b02b59b6d10c6f9093</citedby><cites>FETCH-LOGICAL-c518t-242a9a3274f746ecad2e0810b592f070e77a1bf8ee2d2b6b02b59b6d10c6f9093</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,315,781,785,886,5573,27929,27930</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26676887$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>SHIMAMOTO, YUJI</creatorcontrib><creatorcontrib>NUKATSUKA, MAMORU</creatorcontrib><creatorcontrib>TAKECHI, TEIJI</creatorcontrib><creatorcontrib>FUKUSHIMA, MASAKAZU</creatorcontrib><title>Association between mRNA expression of chemotherapy-related genes and clinicopathological features in colorectal cancer: A large-scale population analysis</title><title>International journal of molecular medicine</title><addtitle>Int J Mol Med</addtitle><description>To establish the individualized treatment of patients with colorectal cancer, factors associated with chemotherapeutic effects should be identified. However, to the best of our knowledge, few studies are available on this topic, although it is known that the prognosis of patients and sensitivity to chemotherapy depend on the location of the tumor and that the tumor location is important for individualized treatment. In this study, primary tumors obtained from 1,129 patients with colorectal cancer were used to measure the mRNA expression levels of the following genes associated with the effects of standard chemotherapy for colorectal cancer: 5-fluorouracil (5-FU)-related thymidylate synthase (TYMS), dihydropyrimidine dehydrogenase (DPYD) and thymidine phosphorylase (TYMP); folate-related dihydrofolate reductase (DHFR), folylpolyglutamate synthase (FPGS) and gamma-glutamyl hydrolase (GGH); irinotecan-related topoisomerase I (TOP1); oxaliplatin-related excision repair cross-complementing 1 (ERCC1); biologic agent-related vascular endothelial growth factor (VEGF) and epidermal growth factor receptor (EGFR). Large-scale population analysis was performed to determine the association of gene expression with the clinicopathological features, in particular, the location of the colorectal cancer. From the results of our analysis of the mRNA expression of these 10 genes, we noted the strongest correlation between DPYD and TYMP, followed by TYMS and DHFR. The location of the colorectal cancer was classified into 4 regions (the right- and left-sided colon, rectosigmoid and rectum) and was compared with gene expression. A significant difference in all genes, apart from VEGF, was noted. Of the remaining 9 genes, the highest expression of TYMS and DPYD was observed in the right-sided colon; the highest expression of GGH and EGFR was noted in the left-sided colon; the highest expression of DHFR, FPGS, TOP1 and ERCC1 was noted in the rectosigmoid, whereas TYMP expression was approximately equivalent in the right-sided colon and rectum, and higher than that in other locations. The data generated from this study may prove to be useful for the development of individualized chemotherapeutic treatments for patients with colorectal cancer, and will mean that the tumor location is taken into account.</description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Analysis</subject><subject>Angiogenesis</subject><subject>Camptothecin - administration & dosage</subject><subject>Camptothecin - analogs & derivatives</subject><subject>Cancer</subject><subject>Cancer therapies</subject><subject>Care and treatment</subject><subject>Cell growth</subject><subject>Chemotherapy</subject><subject>chemotherapy-related genes</subject><subject>clinicopathological features</subject><subject>Colorectal cancer</subject><subject>Colorectal Neoplasms - drug therapy</subject><subject>Colorectal Neoplasms - genetics</subject><subject>Colorectal Neoplasms - pathology</subject><subject>Deoxyribonucleic acid</subject><subject>Dihydrofolate reductase</subject><subject>DNA</subject><subject>DNA Topoisomerases, Type I - biosynthesis</subject><subject>DNA Topoisomerases, Type I - genetics</subject><subject>DNA-Binding Proteins - biosynthesis</subject><subject>DNA-Binding Proteins - genetics</subject><subject>Endonucleases - biosynthesis</subject><subject>Endonucleases - genetics</subject><subject>Enzymes</subject><subject>Female</subject><subject>Fluorouracil - administration & dosage</subject><subject>gamma-Glutamyl Hydrolase - biosynthesis</subject><subject>gamma-Glutamyl Hydrolase - genetics</subject><subject>Gene Expression Regulation, Neoplastic - drug effects</subject><subject>Genetic aspects</subject><subject>Histology</subject><subject>Humans</subject><subject>Lymphatic system</subject><subject>Male</subject><subject>Medical prognosis</subject><subject>Messenger RNA</subject><subject>Metabolism</subject><subject>Metabolites</subject><subject>Metastasis</subject><subject>Middle Aged</subject><subject>mRNA expression</subject><subject>Organoplatinum Compounds - administration & dosage</subject><subject>Peptide Synthases - biosynthesis</subject><subject>Peptide Synthases - genetics</subject><subject>Physiological aspects</subject><subject>population analysis</subject><subject>Prognosis</subject><subject>Receptor, Epidermal Growth Factor - biosynthesis</subject><subject>Receptor, Epidermal Growth Factor - genetics</subject><subject>RNA, Messenger - biosynthesis</subject><subject>Tetrahydrofolate Dehydrogenase - biosynthesis</subject><subject>Tetrahydrofolate Dehydrogenase - genetics</subject><subject>Thymidine Phosphorylase - biosynthesis</subject><subject>Thymidine Phosphorylase - genetics</subject><subject>Tumors</subject><subject>Vascular endothelial growth factor</subject><subject>Vitamin B</subject><issn>1107-3756</issn><issn>1791-244X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><recordid>eNptksGL1DAUxoso7rp69SgBL146JmnaJB6EsrgqLAqi4C2k6ctMhjapSbs6_8r-tabMOiosOSS898vH-5KvKJ4TvKmEpK_dfhw3FJN6QxnlD4pzwiUpKWPfH-YzwbyseN2cFU9S2mNMaybF4-KMNg1vhODnxW2bUjBOzy541MH8E8Cj8cunFsGvKUJKaz1YZHYwhnkHUU-HMsKgZ-jRFjwkpH2PzOC8M2HS8y4MYeuMHpAFPS9ZAjmPTK5GMHMuG-0NxDeoRYOOWyhTZgFNYVqG4xTa6-GQXHpaPLJ6SPDsbr8ovl29-3r5obz-_P7jZXtdmpqIOXulWuqKcmY5a8DongIWBHe1pBZzDJxr0lkBQHvaNR2mudM1PcGmsRLL6qJ4e9Sdlm6E3oCfox7UFN2o40EF7dT_He92ahtuFOOk4bLJAi_vBGL4sUCa1T4sMbtIisiKVqySEv-lttmvct6GLGZGl4xqGauJFLUQmdrcQ-XVw5gf2IN1uX7fBRNDShHsaXCC1RoRtUZErRFRa0TyhRf_2j3hfzKRgVdHIE35a10f0olZpXKgSkxLXGVvvwGdSMju</recordid><startdate>20160201</startdate><enddate>20160201</enddate><creator>SHIMAMOTO, YUJI</creator><creator>NUKATSUKA, MAMORU</creator><creator>TAKECHI, TEIJI</creator><creator>FUKUSHIMA, MASAKAZU</creator><general>D.A. Spandidos</general><general>Spandidos Publications</general><general>Spandidos Publications UK Ltd</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>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>5PM</scope></search><sort><creationdate>20160201</creationdate><title>Association between mRNA expression of chemotherapy-related genes and clinicopathological features in colorectal cancer: A large-scale population analysis</title><author>SHIMAMOTO, YUJI ; NUKATSUKA, MAMORU ; TAKECHI, TEIJI ; FUKUSHIMA, MASAKAZU</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c518t-242a9a3274f746ecad2e0810b592f070e77a1bf8ee2d2b6b02b59b6d10c6f9093</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Analysis</topic><topic>Angiogenesis</topic><topic>Camptothecin - administration & dosage</topic><topic>Camptothecin - analogs & derivatives</topic><topic>Cancer</topic><topic>Cancer therapies</topic><topic>Care and treatment</topic><topic>Cell growth</topic><topic>Chemotherapy</topic><topic>chemotherapy-related genes</topic><topic>clinicopathological features</topic><topic>Colorectal cancer</topic><topic>Colorectal Neoplasms - drug therapy</topic><topic>Colorectal Neoplasms - genetics</topic><topic>Colorectal Neoplasms - pathology</topic><topic>Deoxyribonucleic acid</topic><topic>Dihydrofolate reductase</topic><topic>DNA</topic><topic>DNA Topoisomerases, Type I - biosynthesis</topic><topic>DNA Topoisomerases, Type I - genetics</topic><topic>DNA-Binding Proteins - biosynthesis</topic><topic>DNA-Binding Proteins - genetics</topic><topic>Endonucleases - biosynthesis</topic><topic>Endonucleases - genetics</topic><topic>Enzymes</topic><topic>Female</topic><topic>Fluorouracil - administration & dosage</topic><topic>gamma-Glutamyl Hydrolase - biosynthesis</topic><topic>gamma-Glutamyl Hydrolase - genetics</topic><topic>Gene Expression Regulation, Neoplastic - drug effects</topic><topic>Genetic aspects</topic><topic>Histology</topic><topic>Humans</topic><topic>Lymphatic system</topic><topic>Male</topic><topic>Medical prognosis</topic><topic>Messenger RNA</topic><topic>Metabolism</topic><topic>Metabolites</topic><topic>Metastasis</topic><topic>Middle Aged</topic><topic>mRNA expression</topic><topic>Organoplatinum Compounds - administration & dosage</topic><topic>Peptide Synthases - biosynthesis</topic><topic>Peptide Synthases - genetics</topic><topic>Physiological aspects</topic><topic>population analysis</topic><topic>Prognosis</topic><topic>Receptor, Epidermal Growth Factor - biosynthesis</topic><topic>Receptor, Epidermal Growth Factor - genetics</topic><topic>RNA, Messenger - biosynthesis</topic><topic>Tetrahydrofolate Dehydrogenase - biosynthesis</topic><topic>Tetrahydrofolate Dehydrogenase - genetics</topic><topic>Thymidine Phosphorylase - biosynthesis</topic><topic>Thymidine Phosphorylase - genetics</topic><topic>Tumors</topic><topic>Vascular endothelial growth factor</topic><topic>Vitamin B</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>SHIMAMOTO, YUJI</creatorcontrib><creatorcontrib>NUKATSUKA, MAMORU</creatorcontrib><creatorcontrib>TAKECHI, TEIJI</creatorcontrib><creatorcontrib>FUKUSHIMA, MASAKAZU</creatorcontrib><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>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma 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>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</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>PubMed Central (Full Participant titles)</collection><jtitle>International journal of molecular medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>SHIMAMOTO, YUJI</au><au>NUKATSUKA, MAMORU</au><au>TAKECHI, TEIJI</au><au>FUKUSHIMA, MASAKAZU</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Association between mRNA expression of chemotherapy-related genes and clinicopathological features in colorectal cancer: A large-scale population analysis</atitle><jtitle>International journal of molecular medicine</jtitle><addtitle>Int J Mol Med</addtitle><date>2016-02-01</date><risdate>2016</risdate><volume>37</volume><issue>2</issue><spage>319</spage><epage>328</epage><pages>319-328</pages><issn>1107-3756</issn><eissn>1791-244X</eissn><abstract>To establish the individualized treatment of patients with colorectal cancer, factors associated with chemotherapeutic effects should be identified. However, to the best of our knowledge, few studies are available on this topic, although it is known that the prognosis of patients and sensitivity to chemotherapy depend on the location of the tumor and that the tumor location is important for individualized treatment. In this study, primary tumors obtained from 1,129 patients with colorectal cancer were used to measure the mRNA expression levels of the following genes associated with the effects of standard chemotherapy for colorectal cancer: 5-fluorouracil (5-FU)-related thymidylate synthase (TYMS), dihydropyrimidine dehydrogenase (DPYD) and thymidine phosphorylase (TYMP); folate-related dihydrofolate reductase (DHFR), folylpolyglutamate synthase (FPGS) and gamma-glutamyl hydrolase (GGH); irinotecan-related topoisomerase I (TOP1); oxaliplatin-related excision repair cross-complementing 1 (ERCC1); biologic agent-related vascular endothelial growth factor (VEGF) and epidermal growth factor receptor (EGFR). Large-scale population analysis was performed to determine the association of gene expression with the clinicopathological features, in particular, the location of the colorectal cancer. From the results of our analysis of the mRNA expression of these 10 genes, we noted the strongest correlation between DPYD and TYMP, followed by TYMS and DHFR. The location of the colorectal cancer was classified into 4 regions (the right- and left-sided colon, rectosigmoid and rectum) and was compared with gene expression. A significant difference in all genes, apart from VEGF, was noted. Of the remaining 9 genes, the highest expression of TYMS and DPYD was observed in the right-sided colon; the highest expression of GGH and EGFR was noted in the left-sided colon; the highest expression of DHFR, FPGS, TOP1 and ERCC1 was noted in the rectosigmoid, whereas TYMP expression was approximately equivalent in the right-sided colon and rectum, and higher than that in other locations. The data generated from this study may prove to be useful for the development of individualized chemotherapeutic treatments for patients with colorectal cancer, and will mean that the tumor location is taken into account.</abstract><cop>Greece</cop><pub>D.A. Spandidos</pub><pmid>26676887</pmid><doi>10.3892/ijmm.2015.2427</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Aged Aged, 80 and over Analysis Angiogenesis Camptothecin - administration & dosage Camptothecin - analogs & derivatives Cancer Cancer therapies Care and treatment Cell growth Chemotherapy chemotherapy-related genes clinicopathological features Colorectal cancer Colorectal Neoplasms - drug therapy Colorectal Neoplasms - genetics Colorectal Neoplasms - pathology Deoxyribonucleic acid Dihydrofolate reductase DNA DNA Topoisomerases, Type I - biosynthesis DNA Topoisomerases, Type I - genetics DNA-Binding Proteins - biosynthesis DNA-Binding Proteins - genetics Endonucleases - biosynthesis Endonucleases - genetics Enzymes Female Fluorouracil - administration & dosage gamma-Glutamyl Hydrolase - biosynthesis gamma-Glutamyl Hydrolase - genetics Gene Expression Regulation, Neoplastic - drug effects Genetic aspects Histology Humans Lymphatic system Male Medical prognosis Messenger RNA Metabolism Metabolites Metastasis Middle Aged mRNA expression Organoplatinum Compounds - administration & dosage Peptide Synthases - biosynthesis Peptide Synthases - genetics Physiological aspects population analysis Prognosis Receptor, Epidermal Growth Factor - biosynthesis Receptor, Epidermal Growth Factor - genetics RNA, Messenger - biosynthesis Tetrahydrofolate Dehydrogenase - biosynthesis Tetrahydrofolate Dehydrogenase - genetics Thymidine Phosphorylase - biosynthesis Thymidine Phosphorylase - genetics Tumors Vascular endothelial growth factor Vitamin B |
title | Association between mRNA expression of chemotherapy-related genes and clinicopathological features in colorectal cancer: A large-scale population analysis |
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