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Apparent Diffusion Coefficient Histogram Analysis Stratifies Progression-Free Survival in Newly Diagnosed Bevacizumab-Treated Glioblastoma
Currently it is difficult to predict tumor response to anti-angiogenic therapy in individual patients. Our aim was to determine if ADC histogram analysis can stratify progression-free and overall survival in patients with newly diagnosed GBM treated "up-front" (ie, before tumor recurrence)...
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Published in: | American journal of neuroradiology : AJNR 2011-05, Vol.32 (5), p.882-889 |
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creator | POPE, W. B LAI, A TRAN, A CLOUGHESY, T. F MEHTA, R KIM, H. J QIAO, J YOUNG, J. R XUE, X GOLDIN, J BROWN, M. S NGHIEMPHU, P. L |
description | Currently it is difficult to predict tumor response to anti-angiogenic therapy in individual patients. Our aim was to determine if ADC histogram analysis can stratify progression-free and overall survival in patients with newly diagnosed GBM treated "up-front" (ie, before tumor recurrence) with bevacizumab.
Up-front bevacizumab-treated and control patients (n = 59 and 62, respectively) with newly diagnosed GBM were analyzed by using an ADC histogram approach based on enhancing tumor. Progression-free and overall survival was determined by using Cox proportional HRs and the Kaplan-Meier method with logrank and Wilcoxon tests.
For up-front bevacizumab-treated patients, lower ADC(L) was associated with significantly longer progression-free survival (median, 459 days for ADC(L) < 1200 versus 315 days for ADC(L) ≥ 1200 10(-6)mm(2)/s; P = .008, logrank test) and trended with longer overall survival (581 versus 429 days, P = .055). ADC values did not stratify progression-free or overall survival for patients in the control group (P = .92 and P = .22, respectively). Tumors with MGMT promoter methylation had lower ADC(L) values than unmethylated tumors (mean, 1071 versus 1183 10(-6)mm(2)/s; P = .01, 2-group t test).
Pretreatment ADC histogram analysis can stratify progression-free survival in bevacizumab-treated patients with newly diagnosed GBM. Lower ADC is associated with tumor MGMT promoter methylation, which may, in part, account for the favorable outcome associated with low ADC(L) tumors. |
doi_str_mv | 10.3174/ajnr.a2385 |
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Up-front bevacizumab-treated and control patients (n = 59 and 62, respectively) with newly diagnosed GBM were analyzed by using an ADC histogram approach based on enhancing tumor. Progression-free and overall survival was determined by using Cox proportional HRs and the Kaplan-Meier method with logrank and Wilcoxon tests.
For up-front bevacizumab-treated patients, lower ADC(L) was associated with significantly longer progression-free survival (median, 459 days for ADC(L) < 1200 versus 315 days for ADC(L) ≥ 1200 10(-6)mm(2)/s; P = .008, logrank test) and trended with longer overall survival (581 versus 429 days, P = .055). ADC values did not stratify progression-free or overall survival for patients in the control group (P = .92 and P = .22, respectively). Tumors with MGMT promoter methylation had lower ADC(L) values than unmethylated tumors (mean, 1071 versus 1183 10(-6)mm(2)/s; P = .01, 2-group t test).
Pretreatment ADC histogram analysis can stratify progression-free survival in bevacizumab-treated patients with newly diagnosed GBM. Lower ADC is associated with tumor MGMT promoter methylation, which may, in part, account for the favorable outcome associated with low ADC(L) tumors.</description><identifier>ISSN: 0195-6108</identifier><identifier>ISSN: 1936-959X</identifier><identifier>EISSN: 1936-959X</identifier><identifier>DOI: 10.3174/ajnr.a2385</identifier><identifier>PMID: 21330401</identifier><identifier>CODEN: AAJNDL</identifier><language>eng</language><publisher>Oak Brook, IL: American Society of Neuroradiology</publisher><subject>Angiogenesis Inhibitors - therapeutic use ; Antibodies, Monoclonal - therapeutic use ; Antibodies, Monoclonal, Humanized ; Bevacizumab ; Biological and medical sciences ; Brain ; Brain Neoplasms - drug therapy ; Brain Neoplasms - epidemiology ; California - epidemiology ; Data Interpretation, Statistical ; Diffusion Magnetic Resonance Imaging - methods ; Diffusion Magnetic Resonance Imaging - statistics & numerical data ; Disease-Free Survival ; Female ; Fundamental and applied biological sciences. Psychology ; Glioblastoma - drug therapy ; Glioblastoma - epidemiology ; Humans ; Investigative techniques, diagnostic techniques (general aspects) ; Male ; Medical sciences ; Middle Aged ; Miscellaneous ; Neoplasm Recurrence, Local - epidemiology ; Neoplasm Recurrence, Local - prevention & control ; Nervous system ; Perception ; Prevalence ; Prognosis ; Psychology. Psychoanalysis. Psychiatry ; Psychology. Psychophysiology ; Radiodiagnosis. Nmr imagery. Nmr spectrometry ; Risk Assessment ; Risk Factors ; Treatment Outcome</subject><ispartof>American journal of neuroradiology : AJNR, 2011-05, Vol.32 (5), p.882-889</ispartof><rights>2015 INIST-CNRS</rights><rights>Copyright © American Society of Neuroradiology 2011</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c505t-898591f3a4ce150f6c787b4bf73462c8264e562837e816802f7ef02e0054d1ba3</citedby><cites>FETCH-LOGICAL-c505t-898591f3a4ce150f6c787b4bf73462c8264e562837e816802f7ef02e0054d1ba3</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/PMC7965548/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7965548/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=24162699$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21330401$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>POPE, W. B</creatorcontrib><creatorcontrib>LAI, A</creatorcontrib><creatorcontrib>TRAN, A</creatorcontrib><creatorcontrib>CLOUGHESY, T. F</creatorcontrib><creatorcontrib>MEHTA, R</creatorcontrib><creatorcontrib>KIM, H. J</creatorcontrib><creatorcontrib>QIAO, J</creatorcontrib><creatorcontrib>YOUNG, J. R</creatorcontrib><creatorcontrib>XUE, X</creatorcontrib><creatorcontrib>GOLDIN, J</creatorcontrib><creatorcontrib>BROWN, M. S</creatorcontrib><creatorcontrib>NGHIEMPHU, P. L</creatorcontrib><title>Apparent Diffusion Coefficient Histogram Analysis Stratifies Progression-Free Survival in Newly Diagnosed Bevacizumab-Treated Glioblastoma</title><title>American journal of neuroradiology : AJNR</title><addtitle>AJNR Am J Neuroradiol</addtitle><description>Currently it is difficult to predict tumor response to anti-angiogenic therapy in individual patients. Our aim was to determine if ADC histogram analysis can stratify progression-free and overall survival in patients with newly diagnosed GBM treated "up-front" (ie, before tumor recurrence) with bevacizumab.
Up-front bevacizumab-treated and control patients (n = 59 and 62, respectively) with newly diagnosed GBM were analyzed by using an ADC histogram approach based on enhancing tumor. Progression-free and overall survival was determined by using Cox proportional HRs and the Kaplan-Meier method with logrank and Wilcoxon tests.
For up-front bevacizumab-treated patients, lower ADC(L) was associated with significantly longer progression-free survival (median, 459 days for ADC(L) < 1200 versus 315 days for ADC(L) ≥ 1200 10(-6)mm(2)/s; P = .008, logrank test) and trended with longer overall survival (581 versus 429 days, P = .055). ADC values did not stratify progression-free or overall survival for patients in the control group (P = .92 and P = .22, respectively). Tumors with MGMT promoter methylation had lower ADC(L) values than unmethylated tumors (mean, 1071 versus 1183 10(-6)mm(2)/s; P = .01, 2-group t test).
Pretreatment ADC histogram analysis can stratify progression-free survival in bevacizumab-treated patients with newly diagnosed GBM. Lower ADC is associated with tumor MGMT promoter methylation, which may, in part, account for the favorable outcome associated with low ADC(L) tumors.</description><subject>Angiogenesis Inhibitors - therapeutic use</subject><subject>Antibodies, Monoclonal - therapeutic use</subject><subject>Antibodies, Monoclonal, Humanized</subject><subject>Bevacizumab</subject><subject>Biological and medical sciences</subject><subject>Brain</subject><subject>Brain Neoplasms - drug therapy</subject><subject>Brain Neoplasms - epidemiology</subject><subject>California - epidemiology</subject><subject>Data Interpretation, Statistical</subject><subject>Diffusion Magnetic Resonance Imaging - methods</subject><subject>Diffusion Magnetic Resonance Imaging - statistics & numerical data</subject><subject>Disease-Free Survival</subject><subject>Female</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>Glioblastoma - drug therapy</subject><subject>Glioblastoma - epidemiology</subject><subject>Humans</subject><subject>Investigative techniques, diagnostic techniques (general aspects)</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Miscellaneous</subject><subject>Neoplasm Recurrence, Local - epidemiology</subject><subject>Neoplasm Recurrence, Local - prevention & control</subject><subject>Nervous system</subject><subject>Perception</subject><subject>Prevalence</subject><subject>Prognosis</subject><subject>Psychology. Psychoanalysis. Psychiatry</subject><subject>Psychology. Psychophysiology</subject><subject>Radiodiagnosis. Nmr imagery. Nmr spectrometry</subject><subject>Risk Assessment</subject><subject>Risk Factors</subject><subject>Treatment Outcome</subject><issn>0195-6108</issn><issn>1936-959X</issn><issn>1936-959X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><recordid>eNqFkctqFEEUhhtRzCS68QGkNyIIHet-2QjjaBIhqJAI7prTNafGCn0Zq7pHJo_gU1tNxqgrVwXnfPVX_XxF8YySU061eA03fTwFxo18UCyo5aqy0n59WCwItbJSlJij4jilG0KItJo9Lo4Y5ZwIQhfFz-V2CxH7sXwXvJ9SGPpyNaD3wYV5ehHSOGwidOWyh3afQiqvxghj8AFT-TnmHab5VnUWEcurKe7CDtoy9OVH_NHucyxs-iHhunyLO3Dhduqgqa4jwphn520YmhbyGx08KR55aBM-PZwnxZez99eri-ry0_mH1fKycpLIsTLWSEs9B-GQSuKV00Y3ovGaC8WcYUqgVMxwjYYqQ5jX6AnDXF6saQP8pHhzl7udmg7XLteM0NbbGDqI-3qAUP-76cO3ejPsam2VlMLkgJeHgDh8nzCNdReSw7aFHocp1ZYIoblh-r-kUZqzLMJm8tUd6eKQUkR__x9K6tlyPVuul7PlDD__u8E9-ltrBl4cAEgOWh-hdyH94QRVTFnLfwHw8rOg</recordid><startdate>20110501</startdate><enddate>20110501</enddate><creator>POPE, W. 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Psychology</topic><topic>Glioblastoma - drug therapy</topic><topic>Glioblastoma - epidemiology</topic><topic>Humans</topic><topic>Investigative techniques, diagnostic techniques (general aspects)</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Miscellaneous</topic><topic>Neoplasm Recurrence, Local - epidemiology</topic><topic>Neoplasm Recurrence, Local - prevention & control</topic><topic>Nervous system</topic><topic>Perception</topic><topic>Prevalence</topic><topic>Prognosis</topic><topic>Psychology. Psychoanalysis. Psychiatry</topic><topic>Psychology. Psychophysiology</topic><topic>Radiodiagnosis. Nmr imagery. Nmr spectrometry</topic><topic>Risk Assessment</topic><topic>Risk Factors</topic><topic>Treatment Outcome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>POPE, W. B</creatorcontrib><creatorcontrib>LAI, A</creatorcontrib><creatorcontrib>TRAN, A</creatorcontrib><creatorcontrib>CLOUGHESY, T. 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B</au><au>LAI, A</au><au>TRAN, A</au><au>CLOUGHESY, T. F</au><au>MEHTA, R</au><au>KIM, H. J</au><au>QIAO, J</au><au>YOUNG, J. R</au><au>XUE, X</au><au>GOLDIN, J</au><au>BROWN, M. S</au><au>NGHIEMPHU, P. L</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Apparent Diffusion Coefficient Histogram Analysis Stratifies Progression-Free Survival in Newly Diagnosed Bevacizumab-Treated Glioblastoma</atitle><jtitle>American journal of neuroradiology : AJNR</jtitle><addtitle>AJNR Am J Neuroradiol</addtitle><date>2011-05-01</date><risdate>2011</risdate><volume>32</volume><issue>5</issue><spage>882</spage><epage>889</epage><pages>882-889</pages><issn>0195-6108</issn><issn>1936-959X</issn><eissn>1936-959X</eissn><coden>AAJNDL</coden><abstract>Currently it is difficult to predict tumor response to anti-angiogenic therapy in individual patients. Our aim was to determine if ADC histogram analysis can stratify progression-free and overall survival in patients with newly diagnosed GBM treated "up-front" (ie, before tumor recurrence) with bevacizumab.
Up-front bevacizumab-treated and control patients (n = 59 and 62, respectively) with newly diagnosed GBM were analyzed by using an ADC histogram approach based on enhancing tumor. Progression-free and overall survival was determined by using Cox proportional HRs and the Kaplan-Meier method with logrank and Wilcoxon tests.
For up-front bevacizumab-treated patients, lower ADC(L) was associated with significantly longer progression-free survival (median, 459 days for ADC(L) < 1200 versus 315 days for ADC(L) ≥ 1200 10(-6)mm(2)/s; P = .008, logrank test) and trended with longer overall survival (581 versus 429 days, P = .055). ADC values did not stratify progression-free or overall survival for patients in the control group (P = .92 and P = .22, respectively). Tumors with MGMT promoter methylation had lower ADC(L) values than unmethylated tumors (mean, 1071 versus 1183 10(-6)mm(2)/s; P = .01, 2-group t test).
Pretreatment ADC histogram analysis can stratify progression-free survival in bevacizumab-treated patients with newly diagnosed GBM. Lower ADC is associated with tumor MGMT promoter methylation, which may, in part, account for the favorable outcome associated with low ADC(L) tumors.</abstract><cop>Oak Brook, IL</cop><pub>American Society of Neuroradiology</pub><pmid>21330401</pmid><doi>10.3174/ajnr.a2385</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Angiogenesis Inhibitors - therapeutic use Antibodies, Monoclonal - therapeutic use Antibodies, Monoclonal, Humanized Bevacizumab Biological and medical sciences Brain Brain Neoplasms - drug therapy Brain Neoplasms - epidemiology California - epidemiology Data Interpretation, Statistical Diffusion Magnetic Resonance Imaging - methods Diffusion Magnetic Resonance Imaging - statistics & numerical data Disease-Free Survival Female Fundamental and applied biological sciences. Psychology Glioblastoma - drug therapy Glioblastoma - epidemiology Humans Investigative techniques, diagnostic techniques (general aspects) Male Medical sciences Middle Aged Miscellaneous Neoplasm Recurrence, Local - epidemiology Neoplasm Recurrence, Local - prevention & control Nervous system Perception Prevalence Prognosis Psychology. Psychoanalysis. Psychiatry Psychology. Psychophysiology Radiodiagnosis. Nmr imagery. Nmr spectrometry Risk Assessment Risk Factors Treatment Outcome |
title | Apparent Diffusion Coefficient Histogram Analysis Stratifies Progression-Free Survival in Newly Diagnosed Bevacizumab-Treated Glioblastoma |
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