Locally advanced rectal cancer: post-chemoradiotherapy ADC histogram analysis for predicting a complete response
Background The value of diffusion-weighted imaging (DWI) for reliable differentiation between pathologic complete response (pCR) and residual tumor is still unclear. Recently, a few studies reported that histogram analysis can be helpful to monitor the therapeutic response in various cancer research...
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Veröffentlicht in: | Acta radiologica (1987) 2015-09, Vol.56 (9), p.1042-1050 |
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container_title | Acta radiologica (1987) |
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creator | Cho, Seung Hyun Kim, Gab Chul Jang, Yun-Jin Ryeom, Hunkyu Kim, Hye Jung Shin, Kyung-Min Park, Jun Seok Choi, Gyu-Seog Kim, See Hyung |
description | Background
The value of diffusion-weighted imaging (DWI) for reliable differentiation between pathologic complete response (pCR) and residual tumor is still unclear. Recently, a few studies reported that histogram analysis can be helpful to monitor the therapeutic response in various cancer research.
Purpose
To investigate whether post-chemoradiotherapy (CRT) apparent diffusion coefficient (ADC) histogram analysis can be helpful to predict a pCR in locally advanced rectal cancer (LARC).
Material and Methods
Fifty patients who underwent preoperative CRT followed by surgery were enrolled in this retrospective study, non-pCR (n = 41) and pCR (n = 9), respectively. ADC histogram analysis encompassing the whole tumor was performed on two post-CRT ADC600 and ADC1000 (b factors 0, 600 vs. 0, 1000 s/mm2) maps. Mean, minimum, maximum, SD, mode, 10th, 25th, 50th, 75th, 90th percentile ADCs, skewness, and kurtosis were derived. Diagnostic performance for predicting pCR was evaluated and compared.
Results
On both maps, 10th and 25th ADCs showed better diagnostic performance than that using mean ADC. Tenth percentile ADCs revealed the best diagnostic performance on both ADC600 (AZ 0.841, sensitivity 100%, specificity 70.7%) and ADC1000 (AZ 0.821, sensitivity 77.8%, specificity 87.8%) maps. In comparison between 10th percentile and mean ADC, the specificity was significantly improved on both ADC600 (70.7% vs. 53.7%; P = 0.031) and ADC1000 (87.8% vs. 73.2%; P = 0.039) maps.
Conclusion
Post-CRT ADC histogram analysis is helpful for predicting pCR in LARC, especially, in improving the specificity, compared with mean ADC. |
doi_str_mv | 10.1177/0284185114550193 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1786170997</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sage_id>10.1177_0284185114550193</sage_id><sourcerecordid>1703702603</sourcerecordid><originalsourceid>FETCH-LOGICAL-c436t-c01cc0730a28206a7cc13393f5a4e5067a434db707918436b099db24731c5c463</originalsourceid><addsrcrecordid>eNqNkc1Lw0AQxRdRbK3ePckevURnspts4q3UTyh40XOYbrZtSpKNu4nQ_94trR4EwdMwzO-9gfcYu0S4QVTqFuJMYpYgyiQBzMURG2MKEEHYj9l4d4529xE7834DgLFK8JSN4iRWIJQcs25uNdX1llP5Sa02JXdG91RzvdvcHe-s7yO9No11VFa2XxtH3ZZP72d8Xfnerhw1nFqqt77yfGkd75wpK91X7YoT17bpatObYOs723pzzk6WVHtzcZgT9v748DZ7juavTy-z6TzSUqThI6DWoARQnMWQktIahcjFMiFpEkgVSSHLhQKVYxYUC8jzchFLJVAnWqZiwq73vp2zH4PxfdFUXpu6ptbYwReoshRVUKl_oCEriFMQAYU9qp313pll0bmqIbctEIpdJcXvSoLk6uA-LBpT_gi-OwhAtAc8rUyxsYMLafq_Db8A_oSSvw</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1703702603</pqid></control><display><type>article</type><title>Locally advanced rectal cancer: post-chemoradiotherapy ADC histogram analysis for predicting a complete response</title><source>MEDLINE</source><source>SAGE Journals</source><creator>Cho, Seung Hyun ; Kim, Gab Chul ; Jang, Yun-Jin ; Ryeom, Hunkyu ; Kim, Hye Jung ; Shin, Kyung-Min ; Park, Jun Seok ; Choi, Gyu-Seog ; Kim, See Hyung</creator><creatorcontrib>Cho, Seung Hyun ; Kim, Gab Chul ; Jang, Yun-Jin ; Ryeom, Hunkyu ; Kim, Hye Jung ; Shin, Kyung-Min ; Park, Jun Seok ; Choi, Gyu-Seog ; Kim, See Hyung</creatorcontrib><description>Background
The value of diffusion-weighted imaging (DWI) for reliable differentiation between pathologic complete response (pCR) and residual tumor is still unclear. Recently, a few studies reported that histogram analysis can be helpful to monitor the therapeutic response in various cancer research.
Purpose
To investigate whether post-chemoradiotherapy (CRT) apparent diffusion coefficient (ADC) histogram analysis can be helpful to predict a pCR in locally advanced rectal cancer (LARC).
Material and Methods
Fifty patients who underwent preoperative CRT followed by surgery were enrolled in this retrospective study, non-pCR (n = 41) and pCR (n = 9), respectively. ADC histogram analysis encompassing the whole tumor was performed on two post-CRT ADC600 and ADC1000 (b factors 0, 600 vs. 0, 1000 s/mm2) maps. Mean, minimum, maximum, SD, mode, 10th, 25th, 50th, 75th, 90th percentile ADCs, skewness, and kurtosis were derived. Diagnostic performance for predicting pCR was evaluated and compared.
Results
On both maps, 10th and 25th ADCs showed better diagnostic performance than that using mean ADC. Tenth percentile ADCs revealed the best diagnostic performance on both ADC600 (AZ 0.841, sensitivity 100%, specificity 70.7%) and ADC1000 (AZ 0.821, sensitivity 77.8%, specificity 87.8%) maps. In comparison between 10th percentile and mean ADC, the specificity was significantly improved on both ADC600 (70.7% vs. 53.7%; P = 0.031) and ADC1000 (87.8% vs. 73.2%; P = 0.039) maps.
Conclusion
Post-CRT ADC histogram analysis is helpful for predicting pCR in LARC, especially, in improving the specificity, compared with mean ADC.</description><identifier>ISSN: 0284-1851</identifier><identifier>EISSN: 1600-0455</identifier><identifier>DOI: 10.1177/0284185114550193</identifier><identifier>PMID: 25270374</identifier><language>eng</language><publisher>London, England: SAGE Publications</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Cancer ; Chemoradiotherapy ; Combined Modality Therapy ; Diagnostic systems ; Diffusion Magnetic Resonance Imaging - methods ; Digestive System Surgical Procedures ; Female ; Histograms ; Humans ; Image Interpretation, Computer-Assisted - methods ; Kurtosis ; Male ; Middle Aged ; Monitors ; Neoplasm Staging ; Predictive Value of Tests ; Rectal Neoplasms - pathology ; Rectal Neoplasms - therapy ; Retrospective Studies ; Surgery ; Treatment Outcome ; Tumors</subject><ispartof>Acta radiologica (1987), 2015-09, Vol.56 (9), p.1042-1050</ispartof><rights>The Foundation Acta Radiologica 2014</rights><rights>The Foundation Acta Radiologica 2014.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c436t-c01cc0730a28206a7cc13393f5a4e5067a434db707918436b099db24731c5c463</citedby><cites>FETCH-LOGICAL-c436t-c01cc0730a28206a7cc13393f5a4e5067a434db707918436b099db24731c5c463</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://journals.sagepub.com/doi/pdf/10.1177/0284185114550193$$EPDF$$P50$$Gsage$$H</linktopdf><linktohtml>$$Uhttps://journals.sagepub.com/doi/10.1177/0284185114550193$$EHTML$$P50$$Gsage$$H</linktohtml><link.rule.ids>314,776,780,21798,27901,27902,43597,43598</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25270374$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Cho, Seung Hyun</creatorcontrib><creatorcontrib>Kim, Gab Chul</creatorcontrib><creatorcontrib>Jang, Yun-Jin</creatorcontrib><creatorcontrib>Ryeom, Hunkyu</creatorcontrib><creatorcontrib>Kim, Hye Jung</creatorcontrib><creatorcontrib>Shin, Kyung-Min</creatorcontrib><creatorcontrib>Park, Jun Seok</creatorcontrib><creatorcontrib>Choi, Gyu-Seog</creatorcontrib><creatorcontrib>Kim, See Hyung</creatorcontrib><title>Locally advanced rectal cancer: post-chemoradiotherapy ADC histogram analysis for predicting a complete response</title><title>Acta radiologica (1987)</title><addtitle>Acta Radiol</addtitle><description>Background
The value of diffusion-weighted imaging (DWI) for reliable differentiation between pathologic complete response (pCR) and residual tumor is still unclear. Recently, a few studies reported that histogram analysis can be helpful to monitor the therapeutic response in various cancer research.
Purpose
To investigate whether post-chemoradiotherapy (CRT) apparent diffusion coefficient (ADC) histogram analysis can be helpful to predict a pCR in locally advanced rectal cancer (LARC).
Material and Methods
Fifty patients who underwent preoperative CRT followed by surgery were enrolled in this retrospective study, non-pCR (n = 41) and pCR (n = 9), respectively. ADC histogram analysis encompassing the whole tumor was performed on two post-CRT ADC600 and ADC1000 (b factors 0, 600 vs. 0, 1000 s/mm2) maps. Mean, minimum, maximum, SD, mode, 10th, 25th, 50th, 75th, 90th percentile ADCs, skewness, and kurtosis were derived. Diagnostic performance for predicting pCR was evaluated and compared.
Results
On both maps, 10th and 25th ADCs showed better diagnostic performance than that using mean ADC. Tenth percentile ADCs revealed the best diagnostic performance on both ADC600 (AZ 0.841, sensitivity 100%, specificity 70.7%) and ADC1000 (AZ 0.821, sensitivity 77.8%, specificity 87.8%) maps. In comparison between 10th percentile and mean ADC, the specificity was significantly improved on both ADC600 (70.7% vs. 53.7%; P = 0.031) and ADC1000 (87.8% vs. 73.2%; P = 0.039) maps.
Conclusion
Post-CRT ADC histogram analysis is helpful for predicting pCR in LARC, especially, in improving the specificity, compared with mean ADC.</description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Cancer</subject><subject>Chemoradiotherapy</subject><subject>Combined Modality Therapy</subject><subject>Diagnostic systems</subject><subject>Diffusion Magnetic Resonance Imaging - methods</subject><subject>Digestive System Surgical Procedures</subject><subject>Female</subject><subject>Histograms</subject><subject>Humans</subject><subject>Image Interpretation, Computer-Assisted - methods</subject><subject>Kurtosis</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Monitors</subject><subject>Neoplasm Staging</subject><subject>Predictive Value of Tests</subject><subject>Rectal Neoplasms - pathology</subject><subject>Rectal Neoplasms - therapy</subject><subject>Retrospective Studies</subject><subject>Surgery</subject><subject>Treatment Outcome</subject><subject>Tumors</subject><issn>0284-1851</issn><issn>1600-0455</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkc1Lw0AQxRdRbK3ePckevURnspts4q3UTyh40XOYbrZtSpKNu4nQ_94trR4EwdMwzO-9gfcYu0S4QVTqFuJMYpYgyiQBzMURG2MKEEHYj9l4d4529xE7834DgLFK8JSN4iRWIJQcs25uNdX1llP5Sa02JXdG91RzvdvcHe-s7yO9No11VFa2XxtH3ZZP72d8Xfnerhw1nFqqt77yfGkd75wpK91X7YoT17bpatObYOs723pzzk6WVHtzcZgT9v748DZ7juavTy-z6TzSUqThI6DWoARQnMWQktIahcjFMiFpEkgVSSHLhQKVYxYUC8jzchFLJVAnWqZiwq73vp2zH4PxfdFUXpu6ptbYwReoshRVUKl_oCEriFMQAYU9qp313pll0bmqIbctEIpdJcXvSoLk6uA-LBpT_gi-OwhAtAc8rUyxsYMLafq_Db8A_oSSvw</recordid><startdate>20150901</startdate><enddate>20150901</enddate><creator>Cho, Seung Hyun</creator><creator>Kim, Gab Chul</creator><creator>Jang, Yun-Jin</creator><creator>Ryeom, Hunkyu</creator><creator>Kim, Hye Jung</creator><creator>Shin, Kyung-Min</creator><creator>Park, Jun Seok</creator><creator>Choi, Gyu-Seog</creator><creator>Kim, See Hyung</creator><general>SAGE Publications</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>7X8</scope><scope>7U5</scope><scope>8FD</scope><scope>L7M</scope></search><sort><creationdate>20150901</creationdate><title>Locally advanced rectal cancer: post-chemoradiotherapy ADC histogram analysis for predicting a complete response</title><author>Cho, Seung Hyun ; Kim, Gab Chul ; Jang, Yun-Jin ; Ryeom, Hunkyu ; Kim, Hye Jung ; Shin, Kyung-Min ; Park, Jun Seok ; Choi, Gyu-Seog ; Kim, See Hyung</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c436t-c01cc0730a28206a7cc13393f5a4e5067a434db707918436b099db24731c5c463</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Cancer</topic><topic>Chemoradiotherapy</topic><topic>Combined Modality Therapy</topic><topic>Diagnostic systems</topic><topic>Diffusion Magnetic Resonance Imaging - methods</topic><topic>Digestive System Surgical Procedures</topic><topic>Female</topic><topic>Histograms</topic><topic>Humans</topic><topic>Image Interpretation, Computer-Assisted - methods</topic><topic>Kurtosis</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Monitors</topic><topic>Neoplasm Staging</topic><topic>Predictive Value of Tests</topic><topic>Rectal Neoplasms - pathology</topic><topic>Rectal Neoplasms - therapy</topic><topic>Retrospective Studies</topic><topic>Surgery</topic><topic>Treatment Outcome</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cho, Seung Hyun</creatorcontrib><creatorcontrib>Kim, Gab Chul</creatorcontrib><creatorcontrib>Jang, Yun-Jin</creatorcontrib><creatorcontrib>Ryeom, Hunkyu</creatorcontrib><creatorcontrib>Kim, Hye Jung</creatorcontrib><creatorcontrib>Shin, Kyung-Min</creatorcontrib><creatorcontrib>Park, Jun Seok</creatorcontrib><creatorcontrib>Choi, Gyu-Seog</creatorcontrib><creatorcontrib>Kim, See Hyung</creatorcontrib><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>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Acta radiologica (1987)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cho, Seung Hyun</au><au>Kim, Gab Chul</au><au>Jang, Yun-Jin</au><au>Ryeom, Hunkyu</au><au>Kim, Hye Jung</au><au>Shin, Kyung-Min</au><au>Park, Jun Seok</au><au>Choi, Gyu-Seog</au><au>Kim, See Hyung</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Locally advanced rectal cancer: post-chemoradiotherapy ADC histogram analysis for predicting a complete response</atitle><jtitle>Acta radiologica (1987)</jtitle><addtitle>Acta Radiol</addtitle><date>2015-09-01</date><risdate>2015</risdate><volume>56</volume><issue>9</issue><spage>1042</spage><epage>1050</epage><pages>1042-1050</pages><issn>0284-1851</issn><eissn>1600-0455</eissn><abstract>Background
The value of diffusion-weighted imaging (DWI) for reliable differentiation between pathologic complete response (pCR) and residual tumor is still unclear. Recently, a few studies reported that histogram analysis can be helpful to monitor the therapeutic response in various cancer research.
Purpose
To investigate whether post-chemoradiotherapy (CRT) apparent diffusion coefficient (ADC) histogram analysis can be helpful to predict a pCR in locally advanced rectal cancer (LARC).
Material and Methods
Fifty patients who underwent preoperative CRT followed by surgery were enrolled in this retrospective study, non-pCR (n = 41) and pCR (n = 9), respectively. ADC histogram analysis encompassing the whole tumor was performed on two post-CRT ADC600 and ADC1000 (b factors 0, 600 vs. 0, 1000 s/mm2) maps. Mean, minimum, maximum, SD, mode, 10th, 25th, 50th, 75th, 90th percentile ADCs, skewness, and kurtosis were derived. Diagnostic performance for predicting pCR was evaluated and compared.
Results
On both maps, 10th and 25th ADCs showed better diagnostic performance than that using mean ADC. Tenth percentile ADCs revealed the best diagnostic performance on both ADC600 (AZ 0.841, sensitivity 100%, specificity 70.7%) and ADC1000 (AZ 0.821, sensitivity 77.8%, specificity 87.8%) maps. In comparison between 10th percentile and mean ADC, the specificity was significantly improved on both ADC600 (70.7% vs. 53.7%; P = 0.031) and ADC1000 (87.8% vs. 73.2%; P = 0.039) maps.
Conclusion
Post-CRT ADC histogram analysis is helpful for predicting pCR in LARC, especially, in improving the specificity, compared with mean ADC.</abstract><cop>London, England</cop><pub>SAGE Publications</pub><pmid>25270374</pmid><doi>10.1177/0284185114550193</doi><tpages>9</tpages></addata></record> |
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subjects | Adult Aged Aged, 80 and over Cancer Chemoradiotherapy Combined Modality Therapy Diagnostic systems Diffusion Magnetic Resonance Imaging - methods Digestive System Surgical Procedures Female Histograms Humans Image Interpretation, Computer-Assisted - methods Kurtosis Male Middle Aged Monitors Neoplasm Staging Predictive Value of Tests Rectal Neoplasms - pathology Rectal Neoplasms - therapy Retrospective Studies Surgery Treatment Outcome Tumors |
title | Locally advanced rectal cancer: post-chemoradiotherapy ADC histogram analysis for predicting a complete response |
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