Predicting the Effect of Accelerated Fractionation in Postoperative Radiotherapy for Head and Neck Cancer Based on Molecular Marker Profiles: Data From a Randomized Clinical Trial
Purpose To determine the prognostic and predictive values of molecular marker expression profiles based on data from a randomized clinical trial of postoperative conventional fractionation (p-CF) therapy versus 7-day-per-week postoperative continuous accelerated irradiation (p-CAIR) therapy for squa...
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Veröffentlicht in: | International journal of radiation oncology, biology, physics biology, physics, 2010-06, Vol.77 (2), p.438-446 |
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creator | Suwinski, Rafal, M.D., Ph.D Jaworska, Magdalena, M.D Nikiel, Barbara, M.Sc Grzegorz, Wozniak, M.D., Ph.D Bankowska-Wozniak, Magdalena, M.D Wojciech, Majewski, M.D., Ph.D Krzysztof, Skladowski, M.D., Ph.D Dariusz, Lange, M.D., Ph.D |
description | Purpose To determine the prognostic and predictive values of molecular marker expression profiles based on data from a randomized clinical trial of postoperative conventional fractionation (p-CF) therapy versus 7-day-per-week postoperative continuous accelerated irradiation (p-CAIR) therapy for squamous cell cancer of the head and neck. Methods and Materials Tumor samples from 148 patients (72 p-CF and 76 p-CAIR patients) were available for molecular studies. Immunohistochemistry was used to assess levels of EGFR, nm23, Ki-67, p-53, and cyclin D1 expression. To evaluate the effect of fractionation relative to the expression profiles, data for locoregional tumor control (LRC) were analyzed using the Cox proportional hazard regression model. Survival curves were compared using the Cox f test. Results Patients who had tumors with low Ki-67, low p-53, and high EGFR expression levels and oral cavity/oropharyngeal primary cancer sites tended to benefit from p-CAIR. A joint score for the gain in LRC from p-CAIR based of these features was used to separate the patients into two groups: those who benefited significantly from p-CAIR with respect to LRC (n = 49 patients; 5-year LRC of 28% vs. 68%; p = 0.01) and those who did not benefit from p-CAIR ( n = 99 patients; 5-year LRC of 72% vs. 66%; p = 0.38). The nm23 expression level appeared useful as a prognostic factor but not as a predictor of fractionation effect. Conclusions These results support the studies that demonstrate the potential of molecular profiles to predict the benefit from accelerated radiotherapy. The molecular profile that favored accelerated treatment (low Ki-67, low p-53, and high EGFR expression) was in a good accordance with results provided by other investigators. Combining individual predictors in a joint score may improve their predictive potential. |
doi_str_mv | 10.1016/j.ijrobp.2009.05.021 |
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Methods and Materials Tumor samples from 148 patients (72 p-CF and 76 p-CAIR patients) were available for molecular studies. Immunohistochemistry was used to assess levels of EGFR, nm23, Ki-67, p-53, and cyclin D1 expression. To evaluate the effect of fractionation relative to the expression profiles, data for locoregional tumor control (LRC) were analyzed using the Cox proportional hazard regression model. Survival curves were compared using the Cox f test. Results Patients who had tumors with low Ki-67, low p-53, and high EGFR expression levels and oral cavity/oropharyngeal primary cancer sites tended to benefit from p-CAIR. A joint score for the gain in LRC from p-CAIR based of these features was used to separate the patients into two groups: those who benefited significantly from p-CAIR with respect to LRC (n = 49 patients; 5-year LRC of 28% vs. 68%; p = 0.01) and those who did not benefit from p-CAIR ( n = 99 patients; 5-year LRC of 72% vs. 66%; p = 0.38). The nm23 expression level appeared useful as a prognostic factor but not as a predictor of fractionation effect. Conclusions These results support the studies that demonstrate the potential of molecular profiles to predict the benefit from accelerated radiotherapy. The molecular profile that favored accelerated treatment (low Ki-67, low p-53, and high EGFR expression) was in a good accordance with results provided by other investigators. Combining individual predictors in a joint score may improve their predictive potential.</description><identifier>ISSN: 0360-3016</identifier><identifier>EISSN: 1879-355X</identifier><identifier>DOI: 10.1016/j.ijrobp.2009.05.021</identifier><identifier>PMID: 19733016</identifier><identifier>CODEN: IOBPD3</identifier><language>eng</language><publisher>New York, NY: Elsevier Inc</publisher><subject>Accelerated postoperative radiotherapy ; Adult ; Aged ; Biological and medical sciences ; Biomarkers, Tumor - analysis ; BODY ; Carcinoma, Squamous Cell - chemistry ; Carcinoma, Squamous Cell - mortality ; Carcinoma, Squamous Cell - radiotherapy ; Carcinoma, Squamous Cell - secondary ; CLINICAL TRIALS ; Cyclin D1 - analysis ; DISEASES ; Female ; FRACTIONATED IRRADIATION ; HEAD ; Head and neck cancer ; Head and Neck Neoplasms - chemistry ; Head and Neck Neoplasms - mortality ; Head and Neck Neoplasms - radiotherapy ; Hematology, Oncology and Palliative Medicine ; Humans ; IRRADIATION ; Ki-67 Antigen - analysis ; Laryngeal Neoplasms - chemistry ; Laryngeal Neoplasms - radiotherapy ; Male ; Medical sciences ; MEDICINE ; Middle Aged ; Molecular markers ; Mouth Neoplasms - chemistry ; Mouth Neoplasms - radiotherapy ; NECK ; Neoplasm Recurrence, Local - mortality ; NEOPLASMS ; NM23 Nucleoside Diphosphate Kinases - analysis ; NUCLEAR MEDICINE ; Oropharyngeal Neoplasms - chemistry ; Oropharyngeal Neoplasms - radiotherapy ; Otorhinolaryngology (head neck, general aspects and miscellaneous) ; Otorhinolaryngology. Stomatology ; Predictive factors ; Proportional Hazards Models ; RADIOLOGY ; RADIOLOGY AND NUCLEAR MEDICINE ; RADIOTHERAPY ; Radiotherapy - methods ; Radiotherapy Dosage ; Randomized clinical trial ; Receptor, Epidermal Growth Factor - analysis ; Risk Factors ; SURVIVAL CURVES ; TESTING ; THERAPY ; Tumor Suppressor Protein p53 - analysis ; Tumors</subject><ispartof>International journal of radiation oncology, biology, physics, 2010-06, Vol.77 (2), p.438-446</ispartof><rights>Elsevier Inc.</rights><rights>2010 Elsevier Inc.</rights><rights>2015 INIST-CNRS</rights><rights>Copyright 2010 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c552t-e9abaecd61a90efee15d959e4aeb964c8476442b4586ab6ea577f6656d0c05c63</citedby><cites>FETCH-LOGICAL-c552t-e9abaecd61a90efee15d959e4aeb964c8476442b4586ab6ea577f6656d0c05c63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ijrobp.2009.05.021$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,315,781,785,886,3551,27929,27930,46000</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=22853429$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/19733016$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://www.osti.gov/biblio/21372291$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Suwinski, Rafal, M.D., Ph.D</creatorcontrib><creatorcontrib>Jaworska, Magdalena, M.D</creatorcontrib><creatorcontrib>Nikiel, Barbara, M.Sc</creatorcontrib><creatorcontrib>Grzegorz, Wozniak, M.D., Ph.D</creatorcontrib><creatorcontrib>Bankowska-Wozniak, Magdalena, M.D</creatorcontrib><creatorcontrib>Wojciech, Majewski, M.D., Ph.D</creatorcontrib><creatorcontrib>Krzysztof, Skladowski, M.D., Ph.D</creatorcontrib><creatorcontrib>Dariusz, Lange, M.D., Ph.D</creatorcontrib><title>Predicting the Effect of Accelerated Fractionation in Postoperative Radiotherapy for Head and Neck Cancer Based on Molecular Marker Profiles: Data From a Randomized Clinical Trial</title><title>International journal of radiation oncology, biology, physics</title><addtitle>Int J Radiat Oncol Biol Phys</addtitle><description>Purpose To determine the prognostic and predictive values of molecular marker expression profiles based on data from a randomized clinical trial of postoperative conventional fractionation (p-CF) therapy versus 7-day-per-week postoperative continuous accelerated irradiation (p-CAIR) therapy for squamous cell cancer of the head and neck. Methods and Materials Tumor samples from 148 patients (72 p-CF and 76 p-CAIR patients) were available for molecular studies. Immunohistochemistry was used to assess levels of EGFR, nm23, Ki-67, p-53, and cyclin D1 expression. To evaluate the effect of fractionation relative to the expression profiles, data for locoregional tumor control (LRC) were analyzed using the Cox proportional hazard regression model. Survival curves were compared using the Cox f test. Results Patients who had tumors with low Ki-67, low p-53, and high EGFR expression levels and oral cavity/oropharyngeal primary cancer sites tended to benefit from p-CAIR. A joint score for the gain in LRC from p-CAIR based of these features was used to separate the patients into two groups: those who benefited significantly from p-CAIR with respect to LRC (n = 49 patients; 5-year LRC of 28% vs. 68%; p = 0.01) and those who did not benefit from p-CAIR ( n = 99 patients; 5-year LRC of 72% vs. 66%; p = 0.38). The nm23 expression level appeared useful as a prognostic factor but not as a predictor of fractionation effect. Conclusions These results support the studies that demonstrate the potential of molecular profiles to predict the benefit from accelerated radiotherapy. The molecular profile that favored accelerated treatment (low Ki-67, low p-53, and high EGFR expression) was in a good accordance with results provided by other investigators. Combining individual predictors in a joint score may improve their predictive potential.</description><subject>Accelerated postoperative radiotherapy</subject><subject>Adult</subject><subject>Aged</subject><subject>Biological and medical sciences</subject><subject>Biomarkers, Tumor - analysis</subject><subject>BODY</subject><subject>Carcinoma, Squamous Cell - chemistry</subject><subject>Carcinoma, Squamous Cell - mortality</subject><subject>Carcinoma, Squamous Cell - radiotherapy</subject><subject>Carcinoma, Squamous Cell - secondary</subject><subject>CLINICAL TRIALS</subject><subject>Cyclin D1 - analysis</subject><subject>DISEASES</subject><subject>Female</subject><subject>FRACTIONATED IRRADIATION</subject><subject>HEAD</subject><subject>Head and neck cancer</subject><subject>Head and Neck Neoplasms - chemistry</subject><subject>Head and Neck Neoplasms - mortality</subject><subject>Head and Neck Neoplasms - radiotherapy</subject><subject>Hematology, Oncology and Palliative Medicine</subject><subject>Humans</subject><subject>IRRADIATION</subject><subject>Ki-67 Antigen - analysis</subject><subject>Laryngeal Neoplasms - chemistry</subject><subject>Laryngeal Neoplasms - radiotherapy</subject><subject>Male</subject><subject>Medical sciences</subject><subject>MEDICINE</subject><subject>Middle Aged</subject><subject>Molecular markers</subject><subject>Mouth Neoplasms - chemistry</subject><subject>Mouth Neoplasms - radiotherapy</subject><subject>NECK</subject><subject>Neoplasm Recurrence, Local - mortality</subject><subject>NEOPLASMS</subject><subject>NM23 Nucleoside Diphosphate Kinases - analysis</subject><subject>NUCLEAR MEDICINE</subject><subject>Oropharyngeal Neoplasms - chemistry</subject><subject>Oropharyngeal Neoplasms - radiotherapy</subject><subject>Otorhinolaryngology (head neck, general aspects and miscellaneous)</subject><subject>Otorhinolaryngology. Stomatology</subject><subject>Predictive factors</subject><subject>Proportional Hazards Models</subject><subject>RADIOLOGY</subject><subject>RADIOLOGY AND NUCLEAR MEDICINE</subject><subject>RADIOTHERAPY</subject><subject>Radiotherapy - methods</subject><subject>Radiotherapy Dosage</subject><subject>Randomized clinical trial</subject><subject>Receptor, Epidermal Growth Factor - analysis</subject><subject>Risk Factors</subject><subject>SURVIVAL CURVES</subject><subject>TESTING</subject><subject>THERAPY</subject><subject>Tumor Suppressor Protein p53 - analysis</subject><subject>Tumors</subject><issn>0360-3016</issn><issn>1879-355X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFktFqFDEUhgdRbK2-gUhAxKtdk0yS2Xgh1LW1QquLVuhdOJOcsdmdTdZktrC-li9ohl0UvOnNBCbff5JzvlTVc0anjDL1Zjn1yxTbzZRTqqdUTilnD6pjNmv0pJby5mF1TGtFJ3WBj6onOS8ppYw14nF1xHRTj_-Pq9-LhM7bwYcfZLhFctZ1aAcSO3JqLfaYYEBHzhMUJAYYP8QHsoh5iJtx198h-QrOx5JOsNmRLiZygeAIBEc-o12ROQSLibyHXEqV_FXs0W57SOQK0qrsLFLsfI_5LfkAA5TT4ppAqRpcXPtfJTTvffAWenKdPPRPq0cd9BmfHdaT6vv52fX8YnL55eOn-enlxErJhwlqaAGtUww0xQ6RSaelRgHYaiXsTDRKCN4KOVPQKgTZNJ1SUjlqqbSqPqle7uuWZr3J1g9ob20MoUzIcFY3nGtWqNd7apPizy3mwax9LqPrIWDcZtNIIWvGtbifrOsCimYkxZ60KeacsDOb5NeQdoZRM9o3S7O3b0b7hkpT7JfYi8MB23aN7l_ooLsArw4A5DLOLhUzPv_lOJ_JWnBduHd7Dst47zymsXssFp1PY_Mu-vtu8n8Be1C4wh3mZdymUNQZZjI31HwbX-p4Q6opbZS-qf8Ab7Dl8A</recordid><startdate>20100601</startdate><enddate>20100601</enddate><creator>Suwinski, Rafal, M.D., Ph.D</creator><creator>Jaworska, Magdalena, M.D</creator><creator>Nikiel, Barbara, M.Sc</creator><creator>Grzegorz, Wozniak, M.D., Ph.D</creator><creator>Bankowska-Wozniak, Magdalena, M.D</creator><creator>Wojciech, Majewski, M.D., Ph.D</creator><creator>Krzysztof, Skladowski, M.D., Ph.D</creator><creator>Dariusz, Lange, M.D., Ph.D</creator><general>Elsevier Inc</general><general>Elsevier</general><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>7X8</scope><scope>7U7</scope><scope>C1K</scope><scope>OTOTI</scope></search><sort><creationdate>20100601</creationdate><title>Predicting the Effect of Accelerated Fractionation in Postoperative Radiotherapy for Head and Neck Cancer Based on Molecular Marker Profiles: Data From a Randomized Clinical Trial</title><author>Suwinski, Rafal, M.D., Ph.D ; Jaworska, Magdalena, M.D ; Nikiel, Barbara, M.Sc ; Grzegorz, Wozniak, M.D., Ph.D ; Bankowska-Wozniak, Magdalena, M.D ; Wojciech, Majewski, M.D., Ph.D ; Krzysztof, Skladowski, M.D., Ph.D ; Dariusz, Lange, M.D., Ph.D</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c552t-e9abaecd61a90efee15d959e4aeb964c8476442b4586ab6ea577f6656d0c05c63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Accelerated postoperative radiotherapy</topic><topic>Adult</topic><topic>Aged</topic><topic>Biological and medical sciences</topic><topic>Biomarkers, Tumor - analysis</topic><topic>BODY</topic><topic>Carcinoma, Squamous Cell - chemistry</topic><topic>Carcinoma, Squamous Cell - mortality</topic><topic>Carcinoma, Squamous Cell - radiotherapy</topic><topic>Carcinoma, Squamous Cell - secondary</topic><topic>CLINICAL TRIALS</topic><topic>Cyclin D1 - analysis</topic><topic>DISEASES</topic><topic>Female</topic><topic>FRACTIONATED IRRADIATION</topic><topic>HEAD</topic><topic>Head and neck cancer</topic><topic>Head and Neck Neoplasms - chemistry</topic><topic>Head and Neck Neoplasms - mortality</topic><topic>Head and Neck Neoplasms - radiotherapy</topic><topic>Hematology, Oncology and Palliative Medicine</topic><topic>Humans</topic><topic>IRRADIATION</topic><topic>Ki-67 Antigen - analysis</topic><topic>Laryngeal Neoplasms - chemistry</topic><topic>Laryngeal Neoplasms - radiotherapy</topic><topic>Male</topic><topic>Medical sciences</topic><topic>MEDICINE</topic><topic>Middle Aged</topic><topic>Molecular markers</topic><topic>Mouth Neoplasms - chemistry</topic><topic>Mouth Neoplasms - radiotherapy</topic><topic>NECK</topic><topic>Neoplasm Recurrence, Local - mortality</topic><topic>NEOPLASMS</topic><topic>NM23 Nucleoside Diphosphate Kinases - analysis</topic><topic>NUCLEAR MEDICINE</topic><topic>Oropharyngeal Neoplasms - chemistry</topic><topic>Oropharyngeal Neoplasms - radiotherapy</topic><topic>Otorhinolaryngology (head neck, general aspects and miscellaneous)</topic><topic>Otorhinolaryngology. Stomatology</topic><topic>Predictive factors</topic><topic>Proportional Hazards Models</topic><topic>RADIOLOGY</topic><topic>RADIOLOGY AND NUCLEAR MEDICINE</topic><topic>RADIOTHERAPY</topic><topic>Radiotherapy - methods</topic><topic>Radiotherapy Dosage</topic><topic>Randomized clinical trial</topic><topic>Receptor, Epidermal Growth Factor - analysis</topic><topic>Risk Factors</topic><topic>SURVIVAL CURVES</topic><topic>TESTING</topic><topic>THERAPY</topic><topic>Tumor Suppressor Protein p53 - analysis</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Suwinski, Rafal, M.D., Ph.D</creatorcontrib><creatorcontrib>Jaworska, Magdalena, M.D</creatorcontrib><creatorcontrib>Nikiel, Barbara, M.Sc</creatorcontrib><creatorcontrib>Grzegorz, Wozniak, M.D., Ph.D</creatorcontrib><creatorcontrib>Bankowska-Wozniak, Magdalena, M.D</creatorcontrib><creatorcontrib>Wojciech, Majewski, M.D., Ph.D</creatorcontrib><creatorcontrib>Krzysztof, Skladowski, M.D., Ph.D</creatorcontrib><creatorcontrib>Dariusz, Lange, M.D., Ph.D</creatorcontrib><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>MEDLINE - Academic</collection><collection>Toxicology Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>OSTI.GOV</collection><jtitle>International journal of radiation oncology, biology, physics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Suwinski, Rafal, M.D., Ph.D</au><au>Jaworska, Magdalena, M.D</au><au>Nikiel, Barbara, M.Sc</au><au>Grzegorz, Wozniak, M.D., Ph.D</au><au>Bankowska-Wozniak, Magdalena, M.D</au><au>Wojciech, Majewski, M.D., Ph.D</au><au>Krzysztof, Skladowski, M.D., Ph.D</au><au>Dariusz, Lange, M.D., Ph.D</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Predicting the Effect of Accelerated Fractionation in Postoperative Radiotherapy for Head and Neck Cancer Based on Molecular Marker Profiles: Data From a Randomized Clinical Trial</atitle><jtitle>International journal of radiation oncology, biology, physics</jtitle><addtitle>Int J Radiat Oncol Biol Phys</addtitle><date>2010-06-01</date><risdate>2010</risdate><volume>77</volume><issue>2</issue><spage>438</spage><epage>446</epage><pages>438-446</pages><issn>0360-3016</issn><eissn>1879-355X</eissn><coden>IOBPD3</coden><abstract>Purpose To determine the prognostic and predictive values of molecular marker expression profiles based on data from a randomized clinical trial of postoperative conventional fractionation (p-CF) therapy versus 7-day-per-week postoperative continuous accelerated irradiation (p-CAIR) therapy for squamous cell cancer of the head and neck. Methods and Materials Tumor samples from 148 patients (72 p-CF and 76 p-CAIR patients) were available for molecular studies. Immunohistochemistry was used to assess levels of EGFR, nm23, Ki-67, p-53, and cyclin D1 expression. To evaluate the effect of fractionation relative to the expression profiles, data for locoregional tumor control (LRC) were analyzed using the Cox proportional hazard regression model. Survival curves were compared using the Cox f test. Results Patients who had tumors with low Ki-67, low p-53, and high EGFR expression levels and oral cavity/oropharyngeal primary cancer sites tended to benefit from p-CAIR. A joint score for the gain in LRC from p-CAIR based of these features was used to separate the patients into two groups: those who benefited significantly from p-CAIR with respect to LRC (n = 49 patients; 5-year LRC of 28% vs. 68%; p = 0.01) and those who did not benefit from p-CAIR ( n = 99 patients; 5-year LRC of 72% vs. 66%; p = 0.38). The nm23 expression level appeared useful as a prognostic factor but not as a predictor of fractionation effect. Conclusions These results support the studies that demonstrate the potential of molecular profiles to predict the benefit from accelerated radiotherapy. The molecular profile that favored accelerated treatment (low Ki-67, low p-53, and high EGFR expression) was in a good accordance with results provided by other investigators. Combining individual predictors in a joint score may improve their predictive potential.</abstract><cop>New York, NY</cop><pub>Elsevier Inc</pub><pmid>19733016</pmid><doi>10.1016/j.ijrobp.2009.05.021</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Accelerated postoperative radiotherapy Adult Aged Biological and medical sciences Biomarkers, Tumor - analysis BODY Carcinoma, Squamous Cell - chemistry Carcinoma, Squamous Cell - mortality Carcinoma, Squamous Cell - radiotherapy Carcinoma, Squamous Cell - secondary CLINICAL TRIALS Cyclin D1 - analysis DISEASES Female FRACTIONATED IRRADIATION HEAD Head and neck cancer Head and Neck Neoplasms - chemistry Head and Neck Neoplasms - mortality Head and Neck Neoplasms - radiotherapy Hematology, Oncology and Palliative Medicine Humans IRRADIATION Ki-67 Antigen - analysis Laryngeal Neoplasms - chemistry Laryngeal Neoplasms - radiotherapy Male Medical sciences MEDICINE Middle Aged Molecular markers Mouth Neoplasms - chemistry Mouth Neoplasms - radiotherapy NECK Neoplasm Recurrence, Local - mortality NEOPLASMS NM23 Nucleoside Diphosphate Kinases - analysis NUCLEAR MEDICINE Oropharyngeal Neoplasms - chemistry Oropharyngeal Neoplasms - radiotherapy Otorhinolaryngology (head neck, general aspects and miscellaneous) Otorhinolaryngology. Stomatology Predictive factors Proportional Hazards Models RADIOLOGY RADIOLOGY AND NUCLEAR MEDICINE RADIOTHERAPY Radiotherapy - methods Radiotherapy Dosage Randomized clinical trial Receptor, Epidermal Growth Factor - analysis Risk Factors SURVIVAL CURVES TESTING THERAPY Tumor Suppressor Protein p53 - analysis Tumors |
title | Predicting the Effect of Accelerated Fractionation in Postoperative Radiotherapy for Head and Neck Cancer Based on Molecular Marker Profiles: Data From a Randomized Clinical Trial |
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