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Prognostic implication of intratumoral metabolic heterogeneity in invasive ductal carcinoma of the breast
The purpose of this study was to evaluate the prognostic implication of findings of intratumoral metabolic heterogeneity on pretreatment (18)F-FDG PET/CT scans in patients with invasive ductal carcinoma (IDC) of the breast. One hundred and twenty-three female IDC patients who underwent pretreatment...
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Published in: | BMC cancer 2014-08, Vol.14 (1), p.585-585, Article 585 |
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description | The purpose of this study was to evaluate the prognostic implication of findings of intratumoral metabolic heterogeneity on pretreatment (18)F-FDG PET/CT scans in patients with invasive ductal carcinoma (IDC) of the breast.
One hundred and twenty-three female IDC patients who underwent pretreatment 18F-fluorodeoxyglucose positron-emission tomography/computed tomography ((18)F-FDG PET/CT) scans were retrospectively evaluated in this study. The heterogeneity factor (HF) defined as the derivative (dV/dT) of a volume threshold function from 40% to 80%, was computed for each primary tumor. Other metabolic PET parameters (maximum standardized uptake value [SUVmax], metabolic tumor volume [MTV], and total lesion glycolysis [TLG]) were measured. The HF was compared with clinicopathologic factors and other PET parameters. Univariate and multivariate analyses for the overall survival (OS) were performed.
The HF ranged from 0.02 to 6.72 (mean, 0.35 ± 0.82) and significantly correlated with MTV (r = 0.955; p < 0.0001) and TLG (r = 0.354; p = 0.0001). The HF was significantly higher (implying more heterogeneity) in tumors with higher T and N stages. The optimal cut-off values for the OS determined using a receiver operating characteristic (ROC) curve were 0.34 for the HF, 5.6 for SUVmax, 8.55 cm(3) for MTV, and 14.43 for TLG. The OS rate among the 123 patients was 86.2%. T stage (1, 2 vs. 3, 4), N stage (0, 1 vs. 2, 3), M stage (0 vs. 1), ER status (+ vs. -), SUVmax (≤ 5.6 vs. > 5.6), MTV (≤ 8.55 cm(3) vs. > 8.55 cm(3)), TLG (≤ 14.43 vs. > 14.43), and HF (< 0.34 vs. ≥ 0.34) affected the OS on univariate analysis. After adjustment for the effects of TNM stage and ER status, the HF and MTV were significant predictors of OS. Among the PET parameters, the best prognostic factor for OS was the HF.
Intratumoral metabolic heterogeneity correlated closely with the MTV and significantly affected the OS in IDC patients. The HF may act as a robust surrogate marker for the prediction of OS in IDC patients. |
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One hundred and twenty-three female IDC patients who underwent pretreatment 18F-fluorodeoxyglucose positron-emission tomography/computed tomography ((18)F-FDG PET/CT) scans were retrospectively evaluated in this study. The heterogeneity factor (HF) defined as the derivative (dV/dT) of a volume threshold function from 40% to 80%, was computed for each primary tumor. Other metabolic PET parameters (maximum standardized uptake value [SUVmax], metabolic tumor volume [MTV], and total lesion glycolysis [TLG]) were measured. The HF was compared with clinicopathologic factors and other PET parameters. Univariate and multivariate analyses for the overall survival (OS) were performed.
The HF ranged from 0.02 to 6.72 (mean, 0.35 ± 0.82) and significantly correlated with MTV (r = 0.955; p < 0.0001) and TLG (r = 0.354; p = 0.0001). The HF was significantly higher (implying more heterogeneity) in tumors with higher T and N stages. The optimal cut-off values for the OS determined using a receiver operating characteristic (ROC) curve were 0.34 for the HF, 5.6 for SUVmax, 8.55 cm(3) for MTV, and 14.43 for TLG. The OS rate among the 123 patients was 86.2%. T stage (1, 2 vs. 3, 4), N stage (0, 1 vs. 2, 3), M stage (0 vs. 1), ER status (+ vs. -), SUVmax (≤ 5.6 vs. > 5.6), MTV (≤ 8.55 cm(3) vs. > 8.55 cm(3)), TLG (≤ 14.43 vs. > 14.43), and HF (< 0.34 vs. ≥ 0.34) affected the OS on univariate analysis. After adjustment for the effects of TNM stage and ER status, the HF and MTV were significant predictors of OS. Among the PET parameters, the best prognostic factor for OS was the HF.
Intratumoral metabolic heterogeneity correlated closely with the MTV and significantly affected the OS in IDC patients. The HF may act as a robust surrogate marker for the prediction of OS in IDC patients.</description><identifier>ISSN: 1471-2407</identifier><identifier>EISSN: 1471-2407</identifier><identifier>DOI: 10.1186/1471-2407-14-585</identifier><identifier>PMID: 25112709</identifier><language>eng</language><publisher>England: BioMed Central</publisher><subject>Breast cancer ; Breast Neoplasms - diagnostic imaging ; Breast Neoplasms - metabolism ; Breast Neoplasms - mortality ; Carcinoma, Ductal, Breast - diagnostic imaging ; Carcinoma, Ductal, Breast - metabolism ; Carcinoma, Ductal, Breast - mortality ; Chemotherapy ; Female ; Fluorodeoxyglucose F18 ; Humans ; Mortality ; Multimodal Imaging ; Positron-Emission Tomography ; Prognosis ; Radiopharmaceuticals ; Retrospective Studies ; Survival Rate ; Tomography ; Tomography, X-Ray Computed</subject><ispartof>BMC cancer, 2014-08, Vol.14 (1), p.585-585, Article 585</ispartof><rights>2014 Son et al.; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.</rights><rights>Son et al.; licensee BioMed Central Ltd. 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c490t-1fa06baf71b6ad47a3d196b93a9165c790d66e85163b426eb01c28e09daaa83b3</citedby><cites>FETCH-LOGICAL-c490t-1fa06baf71b6ad47a3d196b93a9165c790d66e85163b426eb01c28e09daaa83b3</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/PMC4148559/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1556691464?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25728,27898,27899,36986,36987,44563,53763,53765</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25112709$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Son, Seung Hyun</creatorcontrib><creatorcontrib>Kim, Do-Hoon</creatorcontrib><creatorcontrib>Hong, Chae Moon</creatorcontrib><creatorcontrib>Kim, Choon-Young</creatorcontrib><creatorcontrib>Jeong, Shin Young</creatorcontrib><creatorcontrib>Lee, Sang-Woo</creatorcontrib><creatorcontrib>Lee, Jaetae</creatorcontrib><creatorcontrib>Ahn, Byeong-Cheol</creatorcontrib><title>Prognostic implication of intratumoral metabolic heterogeneity in invasive ductal carcinoma of the breast</title><title>BMC cancer</title><addtitle>BMC Cancer</addtitle><description>The purpose of this study was to evaluate the prognostic implication of findings of intratumoral metabolic heterogeneity on pretreatment (18)F-FDG PET/CT scans in patients with invasive ductal carcinoma (IDC) of the breast.
One hundred and twenty-three female IDC patients who underwent pretreatment 18F-fluorodeoxyglucose positron-emission tomography/computed tomography ((18)F-FDG PET/CT) scans were retrospectively evaluated in this study. The heterogeneity factor (HF) defined as the derivative (dV/dT) of a volume threshold function from 40% to 80%, was computed for each primary tumor. Other metabolic PET parameters (maximum standardized uptake value [SUVmax], metabolic tumor volume [MTV], and total lesion glycolysis [TLG]) were measured. The HF was compared with clinicopathologic factors and other PET parameters. Univariate and multivariate analyses for the overall survival (OS) were performed.
The HF ranged from 0.02 to 6.72 (mean, 0.35 ± 0.82) and significantly correlated with MTV (r = 0.955; p < 0.0001) and TLG (r = 0.354; p = 0.0001). The HF was significantly higher (implying more heterogeneity) in tumors with higher T and N stages. The optimal cut-off values for the OS determined using a receiver operating characteristic (ROC) curve were 0.34 for the HF, 5.6 for SUVmax, 8.55 cm(3) for MTV, and 14.43 for TLG. The OS rate among the 123 patients was 86.2%. T stage (1, 2 vs. 3, 4), N stage (0, 1 vs. 2, 3), M stage (0 vs. 1), ER status (+ vs. -), SUVmax (≤ 5.6 vs. > 5.6), MTV (≤ 8.55 cm(3) vs. > 8.55 cm(3)), TLG (≤ 14.43 vs. > 14.43), and HF (< 0.34 vs. ≥ 0.34) affected the OS on univariate analysis. After adjustment for the effects of TNM stage and ER status, the HF and MTV were significant predictors of OS. Among the PET parameters, the best prognostic factor for OS was the HF.
Intratumoral metabolic heterogeneity correlated closely with the MTV and significantly affected the OS in IDC patients. The HF may act as a robust surrogate marker for the prediction of OS in IDC patients.</description><subject>Breast cancer</subject><subject>Breast Neoplasms - diagnostic imaging</subject><subject>Breast Neoplasms - metabolism</subject><subject>Breast Neoplasms - mortality</subject><subject>Carcinoma, Ductal, Breast - diagnostic imaging</subject><subject>Carcinoma, Ductal, Breast - metabolism</subject><subject>Carcinoma, Ductal, Breast - mortality</subject><subject>Chemotherapy</subject><subject>Female</subject><subject>Fluorodeoxyglucose F18</subject><subject>Humans</subject><subject>Mortality</subject><subject>Multimodal Imaging</subject><subject>Positron-Emission Tomography</subject><subject>Prognosis</subject><subject>Radiopharmaceuticals</subject><subject>Retrospective Studies</subject><subject>Survival Rate</subject><subject>Tomography</subject><subject>Tomography, X-Ray Computed</subject><issn>1471-2407</issn><issn>1471-2407</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNpdkc1r3DAQxUVpaNK0956KoZde3GhsSZYvhRLSDwikh_YsRvI4q2BbW0leyH8fmaRLWhBo0PzeY0aPsXfAPwFodQGig7oRvKtB1FLLF-zs-PTyWX3KXqd0xzl0mutX7LSRAE3H-zPmf8Zwu4SUvav8vJ-8w-zDUoWx8kuOmNc5RJyqmTLaUNrVjjIVDS3k832Byjlg8geqhtXlgjqMzi9hxs0k76iykTDlN-xkxCnR26f7nP3-evXr8nt9ffPtx-WX69qJnucaRuTK4tiBVTiIDtsBemX7FntQ0nU9H5QiLUG1VjSKLAfXaOL9gIi6te05-_zou1_tTIOjbY3J7KOfMd6bgN7821n8ztyGgxEgtJR9Mfj4ZBDDn5VSNrNPjqYJFwprMiDLT4OWoinoh__Qu7DGpay3UUr1IJQoFH-kXAwpRRqPwwA3W45mC8psQZXKFPcief98iaPgb3DtA1kgmwA</recordid><startdate>20140812</startdate><enddate>20140812</enddate><creator>Son, Seung Hyun</creator><creator>Kim, Do-Hoon</creator><creator>Hong, Chae Moon</creator><creator>Kim, Choon-Young</creator><creator>Jeong, Shin Young</creator><creator>Lee, Sang-Woo</creator><creator>Lee, Jaetae</creator><creator>Ahn, Byeong-Cheol</creator><general>BioMed Central</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>3V.</scope><scope>7TO</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H94</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PHGZM</scope><scope>PHGZT</scope><scope>PIMPY</scope><scope>PJZUB</scope><scope>PKEHL</scope><scope>PPXIY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20140812</creationdate><title>Prognostic implication of intratumoral metabolic heterogeneity in invasive ductal carcinoma of the breast</title><author>Son, Seung Hyun ; Kim, Do-Hoon ; Hong, Chae Moon ; Kim, Choon-Young ; Jeong, Shin Young ; Lee, Sang-Woo ; Lee, Jaetae ; Ahn, Byeong-Cheol</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c490t-1fa06baf71b6ad47a3d196b93a9165c790d66e85163b426eb01c28e09daaa83b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Breast cancer</topic><topic>Breast Neoplasms - diagnostic imaging</topic><topic>Breast Neoplasms - metabolism</topic><topic>Breast Neoplasms - mortality</topic><topic>Carcinoma, Ductal, Breast - diagnostic imaging</topic><topic>Carcinoma, Ductal, Breast - metabolism</topic><topic>Carcinoma, Ductal, Breast - mortality</topic><topic>Chemotherapy</topic><topic>Female</topic><topic>Fluorodeoxyglucose F18</topic><topic>Humans</topic><topic>Mortality</topic><topic>Multimodal Imaging</topic><topic>Positron-Emission Tomography</topic><topic>Prognosis</topic><topic>Radiopharmaceuticals</topic><topic>Retrospective Studies</topic><topic>Survival Rate</topic><topic>Tomography</topic><topic>Tomography, X-Ray Computed</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Son, Seung Hyun</creatorcontrib><creatorcontrib>Kim, Do-Hoon</creatorcontrib><creatorcontrib>Hong, Chae Moon</creatorcontrib><creatorcontrib>Kim, Choon-Young</creatorcontrib><creatorcontrib>Jeong, Shin Young</creatorcontrib><creatorcontrib>Lee, Sang-Woo</creatorcontrib><creatorcontrib>Lee, Jaetae</creatorcontrib><creatorcontrib>Ahn, Byeong-Cheol</creatorcontrib><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>Oncogenes and Growth Factors Abstracts</collection><collection>ProQuest Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</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 UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</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>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>ProQuest Central (New)</collection><collection>ProQuest One Academic (New)</collection><collection>Publicly Available Content (ProQuest)</collection><collection>ProQuest Health & Medical Research Collection</collection><collection>ProQuest One Academic Middle East (New)</collection><collection>ProQuest One Health & Nursing</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BMC cancer</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Son, Seung Hyun</au><au>Kim, Do-Hoon</au><au>Hong, Chae Moon</au><au>Kim, Choon-Young</au><au>Jeong, Shin Young</au><au>Lee, Sang-Woo</au><au>Lee, Jaetae</au><au>Ahn, Byeong-Cheol</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Prognostic implication of intratumoral metabolic heterogeneity in invasive ductal carcinoma of the breast</atitle><jtitle>BMC cancer</jtitle><addtitle>BMC Cancer</addtitle><date>2014-08-12</date><risdate>2014</risdate><volume>14</volume><issue>1</issue><spage>585</spage><epage>585</epage><pages>585-585</pages><artnum>585</artnum><issn>1471-2407</issn><eissn>1471-2407</eissn><abstract>The purpose of this study was to evaluate the prognostic implication of findings of intratumoral metabolic heterogeneity on pretreatment (18)F-FDG PET/CT scans in patients with invasive ductal carcinoma (IDC) of the breast.
One hundred and twenty-three female IDC patients who underwent pretreatment 18F-fluorodeoxyglucose positron-emission tomography/computed tomography ((18)F-FDG PET/CT) scans were retrospectively evaluated in this study. The heterogeneity factor (HF) defined as the derivative (dV/dT) of a volume threshold function from 40% to 80%, was computed for each primary tumor. Other metabolic PET parameters (maximum standardized uptake value [SUVmax], metabolic tumor volume [MTV], and total lesion glycolysis [TLG]) were measured. The HF was compared with clinicopathologic factors and other PET parameters. Univariate and multivariate analyses for the overall survival (OS) were performed.
The HF ranged from 0.02 to 6.72 (mean, 0.35 ± 0.82) and significantly correlated with MTV (r = 0.955; p < 0.0001) and TLG (r = 0.354; p = 0.0001). The HF was significantly higher (implying more heterogeneity) in tumors with higher T and N stages. The optimal cut-off values for the OS determined using a receiver operating characteristic (ROC) curve were 0.34 for the HF, 5.6 for SUVmax, 8.55 cm(3) for MTV, and 14.43 for TLG. The OS rate among the 123 patients was 86.2%. T stage (1, 2 vs. 3, 4), N stage (0, 1 vs. 2, 3), M stage (0 vs. 1), ER status (+ vs. -), SUVmax (≤ 5.6 vs. > 5.6), MTV (≤ 8.55 cm(3) vs. > 8.55 cm(3)), TLG (≤ 14.43 vs. > 14.43), and HF (< 0.34 vs. ≥ 0.34) affected the OS on univariate analysis. After adjustment for the effects of TNM stage and ER status, the HF and MTV were significant predictors of OS. Among the PET parameters, the best prognostic factor for OS was the HF.
Intratumoral metabolic heterogeneity correlated closely with the MTV and significantly affected the OS in IDC patients. The HF may act as a robust surrogate marker for the prediction of OS in IDC patients.</abstract><cop>England</cop><pub>BioMed Central</pub><pmid>25112709</pmid><doi>10.1186/1471-2407-14-585</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Breast cancer Breast Neoplasms - diagnostic imaging Breast Neoplasms - metabolism Breast Neoplasms - mortality Carcinoma, Ductal, Breast - diagnostic imaging Carcinoma, Ductal, Breast - metabolism Carcinoma, Ductal, Breast - mortality Chemotherapy Female Fluorodeoxyglucose F18 Humans Mortality Multimodal Imaging Positron-Emission Tomography Prognosis Radiopharmaceuticals Retrospective Studies Survival Rate Tomography Tomography, X-Ray Computed |
title | Prognostic implication of intratumoral metabolic heterogeneity in invasive ductal carcinoma of the breast |
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