Evaluation of Soft Tissue Sarcoma Response to Preoperative Chemoradiotherapy Using Dynamic Contrast-Enhanced Magnetic Resonance Imaging
This study aims to assess the utility of quantitative dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) parameters in comparison with imaging tumor size for early prediction and evaluation of soft tissue sarcoma response to preoperative chemoradiotherapy. In total, 20 patients with in...
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creator | Huang, Wei Beckett, Brooke R Tudorica, Alina Meyer, Janelle M Afzal, Aneela Chen, Yiyi Mansoor, Atiya Hayden, James B Doung, Yee-Cheen Hung, Arthur Y Holtorf, Megan L Aston, Torrie J Ryan, Christopher W |
description | This study aims to assess the utility of quantitative dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) parameters in comparison with imaging tumor size for early prediction and evaluation of soft tissue sarcoma response to preoperative chemoradiotherapy. In total, 20 patients with intermediate- to high-grade soft tissue sarcomas received either a phase I trial regimen of sorafenib + chemoradiotherapy (n = 8) or chemoradiotherapy only (n = 12), and underwent DCE-MRI at baseline, after 2 weeks of treatment with sorafenib or after the first chemotherapy cycle, and after therapy completion. MRI tumor size in the longest diameter (LD) was measured according to the RECIST (Response Evaluation Criteria In Solid Tumors) guidelines. Pharmacokinetic analyses of DCE-MRI data were performed using the Shutter-Speed model. After only 2 weeks of treatment with sorafenib or after 1 chemotherapy cycle, K
(rate constant for plasma/interstitium contrast agent transfer) and its percent change were good early predictors of optimal versus suboptimal pathological response with univariate logistic regression C statistics values of 0.90 and 0.80, respectively, whereas RECIST LD percent change was only a fair predictor (C = 0.72). Post-therapy K
, v
(extravascular and extracellular volume fraction), and k
(intravasation rate constant), not RECIST LD, were excellent (C > 0.90) markers of therapy response. Several DCE-MRI parameters before, during, and after therapy showed significant (
< .05) correlations with percent necrosis of resected tumor specimens. In conclusion, absolute values and percent changes of quantitative DCE-MRI parameters provide better early prediction and evaluation of the pathological response of soft tissue sarcoma to preoperative chemoradiotherapy than the conventional measurement of imaging tumor size change. |
doi_str_mv | 10.18383/j.tom.2016.00202 |
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(rate constant for plasma/interstitium contrast agent transfer) and its percent change were good early predictors of optimal versus suboptimal pathological response with univariate logistic regression C statistics values of 0.90 and 0.80, respectively, whereas RECIST LD percent change was only a fair predictor (C = 0.72). Post-therapy K
, v
(extravascular and extracellular volume fraction), and k
(intravasation rate constant), not RECIST LD, were excellent (C > 0.90) markers of therapy response. Several DCE-MRI parameters before, during, and after therapy showed significant (
< .05) correlations with percent necrosis of resected tumor specimens. In conclusion, absolute values and percent changes of quantitative DCE-MRI parameters provide better early prediction and evaluation of the pathological response of soft tissue sarcoma to preoperative chemoradiotherapy than the conventional measurement of imaging tumor size change.</description><identifier>ISSN: 2379-1381</identifier><identifier>ISSN: 2379-139X</identifier><identifier>EISSN: 2379-139X</identifier><identifier>DOI: 10.18383/j.tom.2016.00202</identifier><identifier>PMID: 28066805</identifier><language>eng</language><publisher>United States: Grapho Publications, LLC</publisher><ispartof>Tomography (Ann Arbor), 2016-12, Vol.2 (4), p.308-316</ispartof><rights>2016 The Authors. Published by Grapho Publications, LLC 2016 Grapho Publications, LLC</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c329t-ad050279986cc6e1562e73756127b117bde30e931d17c98bc4fc131ca70227893</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5215747/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5215747/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28066805$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Huang, Wei</creatorcontrib><creatorcontrib>Beckett, Brooke R</creatorcontrib><creatorcontrib>Tudorica, Alina</creatorcontrib><creatorcontrib>Meyer, Janelle M</creatorcontrib><creatorcontrib>Afzal, Aneela</creatorcontrib><creatorcontrib>Chen, Yiyi</creatorcontrib><creatorcontrib>Mansoor, Atiya</creatorcontrib><creatorcontrib>Hayden, James B</creatorcontrib><creatorcontrib>Doung, Yee-Cheen</creatorcontrib><creatorcontrib>Hung, Arthur Y</creatorcontrib><creatorcontrib>Holtorf, Megan L</creatorcontrib><creatorcontrib>Aston, Torrie J</creatorcontrib><creatorcontrib>Ryan, Christopher W</creatorcontrib><title>Evaluation of Soft Tissue Sarcoma Response to Preoperative Chemoradiotherapy Using Dynamic Contrast-Enhanced Magnetic Resonance Imaging</title><title>Tomography (Ann Arbor)</title><addtitle>Tomography</addtitle><description>This study aims to assess the utility of quantitative dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) parameters in comparison with imaging tumor size for early prediction and evaluation of soft tissue sarcoma response to preoperative chemoradiotherapy. In total, 20 patients with intermediate- to high-grade soft tissue sarcomas received either a phase I trial regimen of sorafenib + chemoradiotherapy (n = 8) or chemoradiotherapy only (n = 12), and underwent DCE-MRI at baseline, after 2 weeks of treatment with sorafenib or after the first chemotherapy cycle, and after therapy completion. MRI tumor size in the longest diameter (LD) was measured according to the RECIST (Response Evaluation Criteria In Solid Tumors) guidelines. Pharmacokinetic analyses of DCE-MRI data were performed using the Shutter-Speed model. After only 2 weeks of treatment with sorafenib or after 1 chemotherapy cycle, K
(rate constant for plasma/interstitium contrast agent transfer) and its percent change were good early predictors of optimal versus suboptimal pathological response with univariate logistic regression C statistics values of 0.90 and 0.80, respectively, whereas RECIST LD percent change was only a fair predictor (C = 0.72). Post-therapy K
, v
(extravascular and extracellular volume fraction), and k
(intravasation rate constant), not RECIST LD, were excellent (C > 0.90) markers of therapy response. Several DCE-MRI parameters before, during, and after therapy showed significant (
< .05) correlations with percent necrosis of resected tumor specimens. In conclusion, absolute values and percent changes of quantitative DCE-MRI parameters provide better early prediction and evaluation of the pathological response of soft tissue sarcoma to preoperative chemoradiotherapy than the conventional measurement of imaging tumor size change.</description><issn>2379-1381</issn><issn>2379-139X</issn><issn>2379-139X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNpVkd1qGzEQhZfSkIQ0D5CbosverCOtor-bQnHdJpDS0CTQOyFrZ22ZXWkraQ1-gr52ZSc1LQgkZs45muGrqiuCZ0RSSa83sxyGWYMJn2Hc4OZNdd5QoWpC1c-3x7ckZ9VlSht80JQjTquzRmLOJWbn1e_F1vSTyS54FDr0GLqMnlxKE6BHE20YDPoBaQw-AcoBPUQII8Si3wKar2EI0bQu5HWpjTv0nJxfoc87bwZn0Tz4HE3K9cKvjbfQom9m5SGXVskMfl9Dd4NZFdO76qQzfYLL1_uiev6yeJrf1vffv97NP93XljYq16bFrKyglOTWciCMNyCoYJw0YkmIWLZAMShKWiKskkt701lCiTWi7C6kohfVx5fccVoO0FrYj9jrMbrBxJ0Oxun_O96t9SpsNWsIEzeiBHx4DYjh1wQp68ElC31vPIQpaSIZl5wqxoqUvEhtDClF6I7fEKwPDPVGF4Z6z1Af-BTP-3_nOzr-EqN_AOcSm3k</recordid><startdate>201612</startdate><enddate>201612</enddate><creator>Huang, Wei</creator><creator>Beckett, Brooke R</creator><creator>Tudorica, Alina</creator><creator>Meyer, Janelle M</creator><creator>Afzal, Aneela</creator><creator>Chen, Yiyi</creator><creator>Mansoor, Atiya</creator><creator>Hayden, James B</creator><creator>Doung, Yee-Cheen</creator><creator>Hung, Arthur Y</creator><creator>Holtorf, Megan L</creator><creator>Aston, Torrie J</creator><creator>Ryan, Christopher W</creator><general>Grapho Publications, LLC</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>201612</creationdate><title>Evaluation of Soft Tissue Sarcoma Response to Preoperative Chemoradiotherapy Using Dynamic Contrast-Enhanced Magnetic Resonance Imaging</title><author>Huang, Wei ; Beckett, Brooke R ; Tudorica, Alina ; Meyer, Janelle M ; Afzal, Aneela ; Chen, Yiyi ; Mansoor, Atiya ; Hayden, James B ; Doung, Yee-Cheen ; Hung, Arthur Y ; Holtorf, Megan L ; Aston, Torrie J ; Ryan, Christopher W</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c329t-ad050279986cc6e1562e73756127b117bde30e931d17c98bc4fc131ca70227893</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Huang, Wei</creatorcontrib><creatorcontrib>Beckett, Brooke R</creatorcontrib><creatorcontrib>Tudorica, Alina</creatorcontrib><creatorcontrib>Meyer, Janelle M</creatorcontrib><creatorcontrib>Afzal, Aneela</creatorcontrib><creatorcontrib>Chen, Yiyi</creatorcontrib><creatorcontrib>Mansoor, Atiya</creatorcontrib><creatorcontrib>Hayden, James B</creatorcontrib><creatorcontrib>Doung, Yee-Cheen</creatorcontrib><creatorcontrib>Hung, Arthur Y</creatorcontrib><creatorcontrib>Holtorf, Megan L</creatorcontrib><creatorcontrib>Aston, Torrie J</creatorcontrib><creatorcontrib>Ryan, Christopher W</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Tomography (Ann Arbor)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Huang, Wei</au><au>Beckett, Brooke R</au><au>Tudorica, Alina</au><au>Meyer, Janelle M</au><au>Afzal, Aneela</au><au>Chen, Yiyi</au><au>Mansoor, Atiya</au><au>Hayden, James B</au><au>Doung, Yee-Cheen</au><au>Hung, Arthur Y</au><au>Holtorf, Megan L</au><au>Aston, Torrie J</au><au>Ryan, Christopher W</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluation of Soft Tissue Sarcoma Response to Preoperative Chemoradiotherapy Using Dynamic Contrast-Enhanced Magnetic Resonance Imaging</atitle><jtitle>Tomography (Ann Arbor)</jtitle><addtitle>Tomography</addtitle><date>2016-12</date><risdate>2016</risdate><volume>2</volume><issue>4</issue><spage>308</spage><epage>316</epage><pages>308-316</pages><issn>2379-1381</issn><issn>2379-139X</issn><eissn>2379-139X</eissn><abstract>This study aims to assess the utility of quantitative dynamic contrast-enhanced (DCE) magnetic resonance imaging (MRI) parameters in comparison with imaging tumor size for early prediction and evaluation of soft tissue sarcoma response to preoperative chemoradiotherapy. In total, 20 patients with intermediate- to high-grade soft tissue sarcomas received either a phase I trial regimen of sorafenib + chemoradiotherapy (n = 8) or chemoradiotherapy only (n = 12), and underwent DCE-MRI at baseline, after 2 weeks of treatment with sorafenib or after the first chemotherapy cycle, and after therapy completion. MRI tumor size in the longest diameter (LD) was measured according to the RECIST (Response Evaluation Criteria In Solid Tumors) guidelines. Pharmacokinetic analyses of DCE-MRI data were performed using the Shutter-Speed model. After only 2 weeks of treatment with sorafenib or after 1 chemotherapy cycle, K
(rate constant for plasma/interstitium contrast agent transfer) and its percent change were good early predictors of optimal versus suboptimal pathological response with univariate logistic regression C statistics values of 0.90 and 0.80, respectively, whereas RECIST LD percent change was only a fair predictor (C = 0.72). Post-therapy K
, v
(extravascular and extracellular volume fraction), and k
(intravasation rate constant), not RECIST LD, were excellent (C > 0.90) markers of therapy response. Several DCE-MRI parameters before, during, and after therapy showed significant (
< .05) correlations with percent necrosis of resected tumor specimens. In conclusion, absolute values and percent changes of quantitative DCE-MRI parameters provide better early prediction and evaluation of the pathological response of soft tissue sarcoma to preoperative chemoradiotherapy than the conventional measurement of imaging tumor size change.</abstract><cop>United States</cop><pub>Grapho Publications, LLC</pub><pmid>28066805</pmid><doi>10.18383/j.tom.2016.00202</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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title | Evaluation of Soft Tissue Sarcoma Response to Preoperative Chemoradiotherapy Using Dynamic Contrast-Enhanced Magnetic Resonance Imaging |
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