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Apparent diffusion coefficient measurements as very early predictive markers of response to chemotherapy in hepatic metastasis: A preliminary investigation of reproducibility and diagnostic value
Purpose To evaluate the reproducibility and diagnostic value of apparent diffusion coefficient (ADC) as an early predictor of response to chemotherapy of liver metastasis in routine clinical practice. Materials and Methods A prospective study of 20 patients with histologically proven primary tumors...
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Published in: | Journal of magnetic resonance imaging 2014-08, Vol.40 (2), p.448-456 |
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container_title | Journal of magnetic resonance imaging |
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creator | Deckers, Filip De Foer, Bert Van Mieghem, François Botelberge, Thomas Weytjens, Reinhilde Padhani, Anwar Pouillon, Marc |
description | Purpose
To evaluate the reproducibility and diagnostic value of apparent diffusion coefficient (ADC) as an early predictor of response to chemotherapy of liver metastasis in routine clinical practice.
Materials and Methods
A prospective study of 20 patients with histologically proven primary tumors with liver metastases was undertaken. Diffusion weighted MRI was performed twice before and 12–14 days after the start of treatment. Absolute and liver normalized ADC values were calculated. Bland Altman statistics were used to assess the reproducibility of ADC change for predicting lesion response as measured by RECIST.
Results
Nineteen of 31 metastases responded. Significant increases in absolute and normalized ADC values were found in responding (mean +208.7 × 10−6 m2/s and +18% respectively, both P < 0.001) compared with nonresponding lesions (mean +98.6 × 10−6 m2/s and 2%, respectively, P = 0.09 and 0.519). Reproducibility was better using normalized ADC compared with absolute ADC values (within patient coefficient of variability 8.0% and 10.1%, respectively). Using the repeatability threshold of ±22.3% for normalized ADC, only 8 of 19 responding and all but one nonresponding lesions could be prospectively detected.
Conclusion
Increases in ADC values in responding liver metastases occurred within days after the start of chemotherapy but were of smaller magnitude than the variability of ADC measurement. These preliminary data suggest that the presently used technique is not reliable enough to predict final response at such an early time point in individual lesions. J. Magn. Reson. Imaging 2014;40:448–456. © 2013 Wiley Periodicals, Inc. |
doi_str_mv | 10.1002/jmri.24359 |
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fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1547536749</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3373635811</sourcerecordid><originalsourceid>FETCH-LOGICAL-c5679-794022668fbb06528c6b1239f70cb5c0aa7132bd1371769d6d198103421b06273</originalsourceid><addsrcrecordid>eNp9kctu1DAUhiMEoqWw4QGQJTYVUoovsR2zG1UwtCrlIm47y3FOOh6SONjJQJ6PF8PptF2wQLLkI-s7n375z7KnBJ8QjOnLbRfcCS0YV_eyQ8IpzSkvxf00Y85yUmJ5kD2KcYsxVqrgD7MDWqjEs-Iw-7MaBhOgH1HtmmaKzvfIemgaZ93y2oGJU4AuzRGZiHYQZgQmtDMaAtTOjm4HqDPhB4SIfIMCxMH3EdDokd1A58cNBDPMyPVoA4MZnU3S0cR0XHyFVoundZ3rTVigHcTRXSUsBbnWDcHXk3WVa904I9PXKam56n1cTDvTTvA4e9CYNsKTm_so-_Lm9efTt_nF-_XZ6eoit1xIlUtVYEqFKJuqwoLT0oqKUKYaiW3FLTZGEkarmjBJpFC1qIkqCWYFJYmnkh1lx3tvivRzSjl156KFtjU9-ClqwgvJmZCFSujzf9Ctn0Kf0i0Up7gsMEnUiz1lg48xQKOH4NJfzppgvVSrl2r1dbUJfnajnKoO6jv0tssEkD3wy7Uw_0elz999OruV5vsdF0f4fbeT6tRCMsn1t8u1_nBJvouv64_6nP0FSivCNA</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1545208401</pqid></control><display><type>article</type><title>Apparent diffusion coefficient measurements as very early predictive markers of response to chemotherapy in hepatic metastasis: A preliminary investigation of reproducibility and diagnostic value</title><source>Wiley</source><creator>Deckers, Filip ; De Foer, Bert ; Van Mieghem, François ; Botelberge, Thomas ; Weytjens, Reinhilde ; Padhani, Anwar ; Pouillon, Marc</creator><creatorcontrib>Deckers, Filip ; De Foer, Bert ; Van Mieghem, François ; Botelberge, Thomas ; Weytjens, Reinhilde ; Padhani, Anwar ; Pouillon, Marc</creatorcontrib><description>Purpose
To evaluate the reproducibility and diagnostic value of apparent diffusion coefficient (ADC) as an early predictor of response to chemotherapy of liver metastasis in routine clinical practice.
Materials and Methods
A prospective study of 20 patients with histologically proven primary tumors with liver metastases was undertaken. Diffusion weighted MRI was performed twice before and 12–14 days after the start of treatment. Absolute and liver normalized ADC values were calculated. Bland Altman statistics were used to assess the reproducibility of ADC change for predicting lesion response as measured by RECIST.
Results
Nineteen of 31 metastases responded. Significant increases in absolute and normalized ADC values were found in responding (mean +208.7 × 10−6 m2/s and +18% respectively, both P < 0.001) compared with nonresponding lesions (mean +98.6 × 10−6 m2/s and 2%, respectively, P = 0.09 and 0.519). Reproducibility was better using normalized ADC compared with absolute ADC values (within patient coefficient of variability 8.0% and 10.1%, respectively). Using the repeatability threshold of ±22.3% for normalized ADC, only 8 of 19 responding and all but one nonresponding lesions could be prospectively detected.
Conclusion
Increases in ADC values in responding liver metastases occurred within days after the start of chemotherapy but were of smaller magnitude than the variability of ADC measurement. These preliminary data suggest that the presently used technique is not reliable enough to predict final response at such an early time point in individual lesions. J. Magn. Reson. Imaging 2014;40:448–456. © 2013 Wiley Periodicals, Inc.</description><identifier>ISSN: 1053-1807</identifier><identifier>EISSN: 1522-2586</identifier><identifier>DOI: 10.1002/jmri.24359</identifier><identifier>PMID: 24924334</identifier><language>eng</language><publisher>United States: Blackwell Publishing Ltd</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Antineoplastic Agents - therapeutic use ; apparent diffusion coefficient measurement ; Biomarkers ; Diffusion ; diffusion weighted magnetic resonance ; Female ; Humans ; Image Interpretation, Computer-Assisted - methods ; liver metastasis ; Liver Neoplasms - drug therapy ; Liver Neoplasms - pathology ; Liver Neoplasms - secondary ; Magnetic resonance imaging ; Magnetic Resonance Imaging - methods ; Male ; Middle Aged ; Outcome Assessment (Health Care) - methods ; Pilot Projects ; Prognosis ; reproducibility ; Reproducibility of Results ; response evaluation ; Sensitivity and Specificity ; Treatment Outcome</subject><ispartof>Journal of magnetic resonance imaging, 2014-08, Vol.40 (2), p.448-456</ispartof><rights>2013 Wiley Periodicals, Inc.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5679-794022668fbb06528c6b1239f70cb5c0aa7132bd1371769d6d198103421b06273</citedby><cites>FETCH-LOGICAL-c5679-794022668fbb06528c6b1239f70cb5c0aa7132bd1371769d6d198103421b06273</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24924334$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Deckers, Filip</creatorcontrib><creatorcontrib>De Foer, Bert</creatorcontrib><creatorcontrib>Van Mieghem, François</creatorcontrib><creatorcontrib>Botelberge, Thomas</creatorcontrib><creatorcontrib>Weytjens, Reinhilde</creatorcontrib><creatorcontrib>Padhani, Anwar</creatorcontrib><creatorcontrib>Pouillon, Marc</creatorcontrib><title>Apparent diffusion coefficient measurements as very early predictive markers of response to chemotherapy in hepatic metastasis: A preliminary investigation of reproducibility and diagnostic value</title><title>Journal of magnetic resonance imaging</title><addtitle>J. Magn. Reson. Imaging</addtitle><description>Purpose
To evaluate the reproducibility and diagnostic value of apparent diffusion coefficient (ADC) as an early predictor of response to chemotherapy of liver metastasis in routine clinical practice.
Materials and Methods
A prospective study of 20 patients with histologically proven primary tumors with liver metastases was undertaken. Diffusion weighted MRI was performed twice before and 12–14 days after the start of treatment. Absolute and liver normalized ADC values were calculated. Bland Altman statistics were used to assess the reproducibility of ADC change for predicting lesion response as measured by RECIST.
Results
Nineteen of 31 metastases responded. Significant increases in absolute and normalized ADC values were found in responding (mean +208.7 × 10−6 m2/s and +18% respectively, both P < 0.001) compared with nonresponding lesions (mean +98.6 × 10−6 m2/s and 2%, respectively, P = 0.09 and 0.519). Reproducibility was better using normalized ADC compared with absolute ADC values (within patient coefficient of variability 8.0% and 10.1%, respectively). Using the repeatability threshold of ±22.3% for normalized ADC, only 8 of 19 responding and all but one nonresponding lesions could be prospectively detected.
Conclusion
Increases in ADC values in responding liver metastases occurred within days after the start of chemotherapy but were of smaller magnitude than the variability of ADC measurement. These preliminary data suggest that the presently used technique is not reliable enough to predict final response at such an early time point in individual lesions. J. Magn. Reson. Imaging 2014;40:448–456. © 2013 Wiley Periodicals, Inc.</description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Antineoplastic Agents - therapeutic use</subject><subject>apparent diffusion coefficient measurement</subject><subject>Biomarkers</subject><subject>Diffusion</subject><subject>diffusion weighted magnetic resonance</subject><subject>Female</subject><subject>Humans</subject><subject>Image Interpretation, Computer-Assisted - methods</subject><subject>liver metastasis</subject><subject>Liver Neoplasms - drug therapy</subject><subject>Liver Neoplasms - pathology</subject><subject>Liver Neoplasms - secondary</subject><subject>Magnetic resonance imaging</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Outcome Assessment (Health Care) - methods</subject><subject>Pilot Projects</subject><subject>Prognosis</subject><subject>reproducibility</subject><subject>Reproducibility of Results</subject><subject>response evaluation</subject><subject>Sensitivity and Specificity</subject><subject>Treatment Outcome</subject><issn>1053-1807</issn><issn>1522-2586</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNp9kctu1DAUhiMEoqWw4QGQJTYVUoovsR2zG1UwtCrlIm47y3FOOh6SONjJQJ6PF8PptF2wQLLkI-s7n375z7KnBJ8QjOnLbRfcCS0YV_eyQ8IpzSkvxf00Y85yUmJ5kD2KcYsxVqrgD7MDWqjEs-Iw-7MaBhOgH1HtmmaKzvfIemgaZ93y2oGJU4AuzRGZiHYQZgQmtDMaAtTOjm4HqDPhB4SIfIMCxMH3EdDokd1A58cNBDPMyPVoA4MZnU3S0cR0XHyFVoundZ3rTVigHcTRXSUsBbnWDcHXk3WVa904I9PXKam56n1cTDvTTvA4e9CYNsKTm_so-_Lm9efTt_nF-_XZ6eoit1xIlUtVYEqFKJuqwoLT0oqKUKYaiW3FLTZGEkarmjBJpFC1qIkqCWYFJYmnkh1lx3tvivRzSjl156KFtjU9-ClqwgvJmZCFSujzf9Ctn0Kf0i0Up7gsMEnUiz1lg48xQKOH4NJfzppgvVSrl2r1dbUJfnajnKoO6jv0tssEkD3wy7Uw_0elz999OruV5vsdF0f4fbeT6tRCMsn1t8u1_nBJvouv64_6nP0FSivCNA</recordid><startdate>201408</startdate><enddate>201408</enddate><creator>Deckers, Filip</creator><creator>De Foer, Bert</creator><creator>Van Mieghem, François</creator><creator>Botelberge, Thomas</creator><creator>Weytjens, Reinhilde</creator><creator>Padhani, Anwar</creator><creator>Pouillon, Marc</creator><general>Blackwell Publishing Ltd</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</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>7QO</scope><scope>7TK</scope><scope>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>P64</scope><scope>7X8</scope></search><sort><creationdate>201408</creationdate><title>Apparent diffusion coefficient measurements as very early predictive markers of response to chemotherapy in hepatic metastasis: A preliminary investigation of reproducibility and diagnostic value</title><author>Deckers, Filip ; De Foer, Bert ; Van Mieghem, François ; Botelberge, Thomas ; Weytjens, Reinhilde ; Padhani, Anwar ; Pouillon, Marc</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5679-794022668fbb06528c6b1239f70cb5c0aa7132bd1371769d6d198103421b06273</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Antineoplastic Agents - therapeutic use</topic><topic>apparent diffusion coefficient measurement</topic><topic>Biomarkers</topic><topic>Diffusion</topic><topic>diffusion weighted magnetic resonance</topic><topic>Female</topic><topic>Humans</topic><topic>Image Interpretation, Computer-Assisted - methods</topic><topic>liver metastasis</topic><topic>Liver Neoplasms - drug therapy</topic><topic>Liver Neoplasms - pathology</topic><topic>Liver Neoplasms - secondary</topic><topic>Magnetic resonance imaging</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Outcome Assessment (Health Care) - methods</topic><topic>Pilot Projects</topic><topic>Prognosis</topic><topic>reproducibility</topic><topic>Reproducibility of Results</topic><topic>response evaluation</topic><topic>Sensitivity and Specificity</topic><topic>Treatment Outcome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Deckers, Filip</creatorcontrib><creatorcontrib>De Foer, Bert</creatorcontrib><creatorcontrib>Van Mieghem, François</creatorcontrib><creatorcontrib>Botelberge, Thomas</creatorcontrib><creatorcontrib>Weytjens, Reinhilde</creatorcontrib><creatorcontrib>Padhani, Anwar</creatorcontrib><creatorcontrib>Pouillon, Marc</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of magnetic resonance imaging</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Deckers, Filip</au><au>De Foer, Bert</au><au>Van Mieghem, François</au><au>Botelberge, Thomas</au><au>Weytjens, Reinhilde</au><au>Padhani, Anwar</au><au>Pouillon, Marc</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Apparent diffusion coefficient measurements as very early predictive markers of response to chemotherapy in hepatic metastasis: A preliminary investigation of reproducibility and diagnostic value</atitle><jtitle>Journal of magnetic resonance imaging</jtitle><addtitle>J. Magn. Reson. Imaging</addtitle><date>2014-08</date><risdate>2014</risdate><volume>40</volume><issue>2</issue><spage>448</spage><epage>456</epage><pages>448-456</pages><issn>1053-1807</issn><eissn>1522-2586</eissn><abstract>Purpose
To evaluate the reproducibility and diagnostic value of apparent diffusion coefficient (ADC) as an early predictor of response to chemotherapy of liver metastasis in routine clinical practice.
Materials and Methods
A prospective study of 20 patients with histologically proven primary tumors with liver metastases was undertaken. Diffusion weighted MRI was performed twice before and 12–14 days after the start of treatment. Absolute and liver normalized ADC values were calculated. Bland Altman statistics were used to assess the reproducibility of ADC change for predicting lesion response as measured by RECIST.
Results
Nineteen of 31 metastases responded. Significant increases in absolute and normalized ADC values were found in responding (mean +208.7 × 10−6 m2/s and +18% respectively, both P < 0.001) compared with nonresponding lesions (mean +98.6 × 10−6 m2/s and 2%, respectively, P = 0.09 and 0.519). Reproducibility was better using normalized ADC compared with absolute ADC values (within patient coefficient of variability 8.0% and 10.1%, respectively). Using the repeatability threshold of ±22.3% for normalized ADC, only 8 of 19 responding and all but one nonresponding lesions could be prospectively detected.
Conclusion
Increases in ADC values in responding liver metastases occurred within days after the start of chemotherapy but were of smaller magnitude than the variability of ADC measurement. These preliminary data suggest that the presently used technique is not reliable enough to predict final response at such an early time point in individual lesions. J. Magn. Reson. Imaging 2014;40:448–456. © 2013 Wiley Periodicals, Inc.</abstract><cop>United States</cop><pub>Blackwell Publishing Ltd</pub><pmid>24924334</pmid><doi>10.1002/jmri.24359</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Aged Aged, 80 and over Antineoplastic Agents - therapeutic use apparent diffusion coefficient measurement Biomarkers Diffusion diffusion weighted magnetic resonance Female Humans Image Interpretation, Computer-Assisted - methods liver metastasis Liver Neoplasms - drug therapy Liver Neoplasms - pathology Liver Neoplasms - secondary Magnetic resonance imaging Magnetic Resonance Imaging - methods Male Middle Aged Outcome Assessment (Health Care) - methods Pilot Projects Prognosis reproducibility Reproducibility of Results response evaluation Sensitivity and Specificity Treatment Outcome |
title | Apparent diffusion coefficient measurements as very early predictive markers of response to chemotherapy in hepatic metastasis: A preliminary investigation of reproducibility and diagnostic value |
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