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Prediction of pathological complete response to neoadjuvant chemotherapy in patients with breast cancer using a combination of contrast‐enhanced ultrasound and dynamic contrast‐enhanced magnetic resonance imaging
This study aimed to evaluate the value of dynamic contrast‐enhanced ultrasound (CEUS) combined with dynamic contrast‐enhanced magnetic resonance imaging (DCE‐MRI) in predicting pathological complete response (pCR) in patients with breast cancer receiving neoadjuvant chemotherapy (NAC). Fifty‐seven f...
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Published in: | Cancer medicine (Malden, MA) MA), 2023-01, Vol.12 (2), p.1389-1398 |
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description | This study aimed to evaluate the value of dynamic contrast‐enhanced ultrasound (CEUS) combined with dynamic contrast‐enhanced magnetic resonance imaging (DCE‐MRI) in predicting pathological complete response (pCR) in patients with breast cancer receiving neoadjuvant chemotherapy (NAC). Fifty‐seven female patients with breast cancer (mean age, 50.46 years; range, 32–66 years) scheduled for NAC were recruited. CEUS and DCE‐MRI were performed before and after NAC. Imaging features and their changes were compared with postoperative pathological results. After the clinical differences were balanced using propensity score matching, univariate and multiple logistic regression analyses were used to derive the characteristics independently associated with pCR. Receiver operating characteristic curve analysis was performed to assess diagnostic performance. After six to eight cycles of NAC, 24 (42.1%) patients achieved pCR, while 33 (57.9%) did not. Multivariate analysis showed that enhancement order on CEUS and DCE‐MRI before NAC, reduction in diameter and enhancement shape on CEUS, maximum diameter on DCE‐MRI, and the type of progressive dynamic contrast enhancement after NAC were independently associated with pCR after NAC. The area under the receiver operating characteristic curve for CEUS+DCE‐MRI was 0.911 (95% confidence interval, 0.826–0.997), and the specificity and positive predictive values were 87.0% and 87.5%. CEUS and DCE‐MRI have the potential for assessing the pathological response to NAC in patients with breast cancer; their combination showed the best diagnostic performance. CEUS+DCE‐MRI has proved beneficial for comprehensive assessment and personalizing treatment strategies for patients with breast cancer.
Our study evaluated the ability of contrast‐enhanced ultrasound and dynamic contrast‐enhanced magnetic resonance imaging to predict pathological complete response to neoadjuvant chemotherapy in patients with breast cancer. |
doi_str_mv | 10.1002/cam4.5019 |
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Our study evaluated the ability of contrast‐enhanced ultrasound and dynamic contrast‐enhanced magnetic resonance imaging to predict pathological complete response to neoadjuvant chemotherapy in patients with breast cancer.</description><identifier>ISSN: 2045-7634</identifier><identifier>EISSN: 2045-7634</identifier><identifier>DOI: 10.1002/cam4.5019</identifier><identifier>PMID: 35822639</identifier><language>eng</language><publisher>United States: John Wiley & Sons, Inc</publisher><subject>Angiogenesis ; Biopsy ; Breast cancer ; Breast Neoplasms - diagnostic imaging ; Breast Neoplasms - drug therapy ; Breast Neoplasms - pathology ; Cancer therapies ; Catheters ; Chemotherapy ; Contrast Media ; contrast‐enhanced ; dynamic contrast‐enhanced MRI ; Female ; Humans ; Lumpectomy ; Lymphatic system ; Magnetic resonance imaging ; Magnetic Resonance Imaging - methods ; Mastectomy ; Medical prognosis ; Middle Aged ; Multivariate analysis ; neoadjuvant chemotherapy ; Neoadjuvant Therapy - methods ; Patients ; Regression analysis ; Surgery ; Treatment Outcome ; Tumors ; Ultrasonic imaging ; Ultrasound ; ultrasound breast cancer ; Womens health</subject><ispartof>Cancer medicine (Malden, MA), 2023-01, Vol.12 (2), p.1389-1398</ispartof><rights>2022 The Authors. published by John Wiley & Sons Ltd.</rights><rights>2022 The Authors. Cancer Medicine published by John Wiley & Sons Ltd.</rights><rights>2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5099-222d3ebc6412723ce6cb8e9d28c39ded258b613877b6e15c03e0e6efc3a591273</citedby><cites>FETCH-LOGICAL-c5099-222d3ebc6412723ce6cb8e9d28c39ded258b613877b6e15c03e0e6efc3a591273</cites><orcidid>0000-0003-4294-9698</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2770184735/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2770184735?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,11541,25731,27901,27902,36989,36990,44566,46027,46451,53766,53768,74869</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35822639$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Han, Xue</creatorcontrib><creatorcontrib>Yang, Huajing</creatorcontrib><creatorcontrib>Jin, Shiyang</creatorcontrib><creatorcontrib>Sun, Yunfeng</creatorcontrib><creatorcontrib>Zhang, Hongxia</creatorcontrib><creatorcontrib>Shan, Ming</creatorcontrib><creatorcontrib>Cheng, Wen</creatorcontrib><title>Prediction of pathological complete response to neoadjuvant chemotherapy in patients with breast cancer using a combination of contrast‐enhanced ultrasound and dynamic contrast‐enhanced magnetic resonance imaging</title><title>Cancer medicine (Malden, MA)</title><addtitle>Cancer Med</addtitle><description>This study aimed to evaluate the value of dynamic contrast‐enhanced ultrasound (CEUS) combined with dynamic contrast‐enhanced magnetic resonance imaging (DCE‐MRI) in predicting pathological complete response (pCR) in patients with breast cancer receiving neoadjuvant chemotherapy (NAC). Fifty‐seven female patients with breast cancer (mean age, 50.46 years; range, 32–66 years) scheduled for NAC were recruited. CEUS and DCE‐MRI were performed before and after NAC. Imaging features and their changes were compared with postoperative pathological results. After the clinical differences were balanced using propensity score matching, univariate and multiple logistic regression analyses were used to derive the characteristics independently associated with pCR. Receiver operating characteristic curve analysis was performed to assess diagnostic performance. After six to eight cycles of NAC, 24 (42.1%) patients achieved pCR, while 33 (57.9%) did not. Multivariate analysis showed that enhancement order on CEUS and DCE‐MRI before NAC, reduction in diameter and enhancement shape on CEUS, maximum diameter on DCE‐MRI, and the type of progressive dynamic contrast enhancement after NAC were independently associated with pCR after NAC. The area under the receiver operating characteristic curve for CEUS+DCE‐MRI was 0.911 (95% confidence interval, 0.826–0.997), and the specificity and positive predictive values were 87.0% and 87.5%. CEUS and DCE‐MRI have the potential for assessing the pathological response to NAC in patients with breast cancer; their combination showed the best diagnostic performance. CEUS+DCE‐MRI has proved beneficial for comprehensive assessment and personalizing treatment strategies for patients with breast cancer.
Our study evaluated the ability of contrast‐enhanced ultrasound and dynamic contrast‐enhanced magnetic resonance imaging to predict pathological complete response to neoadjuvant chemotherapy in patients with breast cancer.</description><subject>Angiogenesis</subject><subject>Biopsy</subject><subject>Breast cancer</subject><subject>Breast Neoplasms - diagnostic imaging</subject><subject>Breast Neoplasms - drug therapy</subject><subject>Breast Neoplasms - pathology</subject><subject>Cancer therapies</subject><subject>Catheters</subject><subject>Chemotherapy</subject><subject>Contrast Media</subject><subject>contrast‐enhanced</subject><subject>dynamic contrast‐enhanced MRI</subject><subject>Female</subject><subject>Humans</subject><subject>Lumpectomy</subject><subject>Lymphatic system</subject><subject>Magnetic resonance imaging</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Mastectomy</subject><subject>Medical prognosis</subject><subject>Middle Aged</subject><subject>Multivariate analysis</subject><subject>neoadjuvant chemotherapy</subject><subject>Neoadjuvant Therapy - methods</subject><subject>Patients</subject><subject>Regression analysis</subject><subject>Surgery</subject><subject>Treatment Outcome</subject><subject>Tumors</subject><subject>Ultrasonic imaging</subject><subject>Ultrasound</subject><subject>ultrasound breast cancer</subject><subject>Womens health</subject><issn>2045-7634</issn><issn>2045-7634</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNp1ksFu1DAQhiMEolXpgRdAlrjAYVvHjmP7glStClQqKgc4W449u_EqsYOdtNobj8DjceZJcHbbqkUlUhRr_PmbP8kUxesSn5QYk1Oj--qE4VI-Kw4JrtiC17R6_mB9UByntMH54pjUvHxZHFAmCKmpPCx-f41gnRld8Cis0KDHNnRh7YzukAn90MEIKEIagk-AxoA8BG0307X2IzIt9GFsIephi5yfTzvwY0I3bmxRE0GnDGlvIKIpOb9GepY2zuu7hib4MWbsz89f4NsZtWjq5lKYvEU633brde_Mk2iv1x7GvJkjBj_XkMu13OpV8WKluwTHt8-j4vvH82_Lz4vLq08Xy7PLhWFYygUhxFJoTF2VhBNqoDaNAGmJMFRasISJpi6p4LypoWQGU8BQw8pQzWQ-Qo-Ki73XBr1RQ8zt41YF7dSuEOJa6ZgTdqBExSljlSAlX1WlEA2xTMtGEI6ZkRxn14e9a5iaHqyB-YW7R9LHO961ah2ulRSCVphmwbtbQQw_Jkij6l0y0HU6_7YpKVILiRlhdO719h90E6bo86dShHNc7sJm6v2eMjGkFGF1H6bEah4_NY-fmscvs28epr8n74YtA6d74MZ1sP2_SS3PvlQ75V_gFOwL</recordid><startdate>202301</startdate><enddate>202301</enddate><creator>Han, Xue</creator><creator>Yang, Huajing</creator><creator>Jin, Shiyang</creator><creator>Sun, Yunfeng</creator><creator>Zhang, Hongxia</creator><creator>Shan, Ming</creator><creator>Cheng, Wen</creator><general>John Wiley & Sons, Inc</general><general>John Wiley and Sons Inc</general><general>Wiley</general><scope>24P</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>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-4294-9698</orcidid></search><sort><creationdate>202301</creationdate><title>Prediction of pathological complete response to neoadjuvant chemotherapy in patients with breast cancer using a combination of contrast‐enhanced ultrasound and dynamic contrast‐enhanced magnetic resonance imaging</title><author>Han, Xue ; Yang, Huajing ; Jin, Shiyang ; Sun, Yunfeng ; Zhang, Hongxia ; Shan, Ming ; Cheng, Wen</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5099-222d3ebc6412723ce6cb8e9d28c39ded258b613877b6e15c03e0e6efc3a591273</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Angiogenesis</topic><topic>Biopsy</topic><topic>Breast cancer</topic><topic>Breast Neoplasms - diagnostic imaging</topic><topic>Breast Neoplasms - drug therapy</topic><topic>Breast Neoplasms - pathology</topic><topic>Cancer therapies</topic><topic>Catheters</topic><topic>Chemotherapy</topic><topic>Contrast Media</topic><topic>contrast‐enhanced</topic><topic>dynamic contrast‐enhanced MRI</topic><topic>Female</topic><topic>Humans</topic><topic>Lumpectomy</topic><topic>Lymphatic system</topic><topic>Magnetic resonance imaging</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Mastectomy</topic><topic>Medical prognosis</topic><topic>Middle Aged</topic><topic>Multivariate analysis</topic><topic>neoadjuvant chemotherapy</topic><topic>Neoadjuvant Therapy - methods</topic><topic>Patients</topic><topic>Regression analysis</topic><topic>Surgery</topic><topic>Treatment Outcome</topic><topic>Tumors</topic><topic>Ultrasonic imaging</topic><topic>Ultrasound</topic><topic>ultrasound breast cancer</topic><topic>Womens health</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Han, Xue</creatorcontrib><creatorcontrib>Yang, Huajing</creatorcontrib><creatorcontrib>Jin, Shiyang</creatorcontrib><creatorcontrib>Sun, Yunfeng</creatorcontrib><creatorcontrib>Zhang, Hongxia</creatorcontrib><creatorcontrib>Shan, Ming</creatorcontrib><creatorcontrib>Cheng, Wen</creatorcontrib><collection>Wiley Online Library Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biological Sciences</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Cancer medicine (Malden, MA)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Han, Xue</au><au>Yang, Huajing</au><au>Jin, Shiyang</au><au>Sun, Yunfeng</au><au>Zhang, Hongxia</au><au>Shan, Ming</au><au>Cheng, Wen</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Prediction of pathological complete response to neoadjuvant chemotherapy in patients with breast cancer using a combination of contrast‐enhanced ultrasound and dynamic contrast‐enhanced magnetic resonance imaging</atitle><jtitle>Cancer medicine (Malden, MA)</jtitle><addtitle>Cancer Med</addtitle><date>2023-01</date><risdate>2023</risdate><volume>12</volume><issue>2</issue><spage>1389</spage><epage>1398</epage><pages>1389-1398</pages><issn>2045-7634</issn><eissn>2045-7634</eissn><abstract>This study aimed to evaluate the value of dynamic contrast‐enhanced ultrasound (CEUS) combined with dynamic contrast‐enhanced magnetic resonance imaging (DCE‐MRI) in predicting pathological complete response (pCR) in patients with breast cancer receiving neoadjuvant chemotherapy (NAC). Fifty‐seven female patients with breast cancer (mean age, 50.46 years; range, 32–66 years) scheduled for NAC were recruited. CEUS and DCE‐MRI were performed before and after NAC. Imaging features and their changes were compared with postoperative pathological results. After the clinical differences were balanced using propensity score matching, univariate and multiple logistic regression analyses were used to derive the characteristics independently associated with pCR. Receiver operating characteristic curve analysis was performed to assess diagnostic performance. After six to eight cycles of NAC, 24 (42.1%) patients achieved pCR, while 33 (57.9%) did not. Multivariate analysis showed that enhancement order on CEUS and DCE‐MRI before NAC, reduction in diameter and enhancement shape on CEUS, maximum diameter on DCE‐MRI, and the type of progressive dynamic contrast enhancement after NAC were independently associated with pCR after NAC. The area under the receiver operating characteristic curve for CEUS+DCE‐MRI was 0.911 (95% confidence interval, 0.826–0.997), and the specificity and positive predictive values were 87.0% and 87.5%. CEUS and DCE‐MRI have the potential for assessing the pathological response to NAC in patients with breast cancer; their combination showed the best diagnostic performance. CEUS+DCE‐MRI has proved beneficial for comprehensive assessment and personalizing treatment strategies for patients with breast cancer.
Our study evaluated the ability of contrast‐enhanced ultrasound and dynamic contrast‐enhanced magnetic resonance imaging to predict pathological complete response to neoadjuvant chemotherapy in patients with breast cancer.</abstract><cop>United States</cop><pub>John Wiley & Sons, Inc</pub><pmid>35822639</pmid><doi>10.1002/cam4.5019</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-4294-9698</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Angiogenesis Biopsy Breast cancer Breast Neoplasms - diagnostic imaging Breast Neoplasms - drug therapy Breast Neoplasms - pathology Cancer therapies Catheters Chemotherapy Contrast Media contrast‐enhanced dynamic contrast‐enhanced MRI Female Humans Lumpectomy Lymphatic system Magnetic resonance imaging Magnetic Resonance Imaging - methods Mastectomy Medical prognosis Middle Aged Multivariate analysis neoadjuvant chemotherapy Neoadjuvant Therapy - methods Patients Regression analysis Surgery Treatment Outcome Tumors Ultrasonic imaging Ultrasound ultrasound breast cancer Womens health |
title | Prediction of pathological complete response to neoadjuvant chemotherapy in patients with breast cancer using a combination of contrast‐enhanced ultrasound and dynamic contrast‐enhanced magnetic resonance imaging |
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