Vessels encapsulating tumor clusters contribute to the intratumor heterogeneity of HCC on Gd-EOB-DTPA-enhanced MRI
Vessels encapsulating tumor clusters (VETC) pattern is tumor vasculature of HCC and is a predictor of prognosis and therapeutic efficacy. Recent radiological studies have demonstrated the predictability of VETC from preoperative images, but the mechanisms of image formation are not elucidated. This...
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creator | Matsuda, Kosuke Ueno, Akihisa Tsuzaki, Junya Kurebayashi, Yutaka Masugi, Yohei Yamazaki, Ken Tamura, Masashi Abe, Yuta Hasegawa, Yasushi Kitago, Minoru Jinzaki, Masahiro Sakamoto, Michiie |
description | Vessels encapsulating tumor clusters (VETC) pattern is tumor vasculature of HCC and is a predictor of prognosis and therapeutic efficacy. Recent radiological studies have demonstrated the predictability of VETC from preoperative images, but the mechanisms of image formation are not elucidated. This study aims to determine the relationship between VETC and intratumor heterogeneity in Gd-EOB-DTPA-enhanced magnetic resonance imaging (EOB-MRI) and to provide its pathological evidence.
Radiologists visually classified preoperative arterial- and hepatobiliary-phase EOB-MRI images of 204 surgically resected HCCs into patterns based on heterogeneity and signal intensity; these classifications were validated using texture analysis. Single and multiplex immunohistochemistry for CD34, h-caldesmon, and OATP1B3 were performed to evaluate VETC, arterial vessel density (AVD), and OATP1B3 expression. Recurrence-free survival was assessed using the generalized Wilcoxon test. The contribution of clinicoradiological factors to the prediction of VETC was evaluated by random forest and least absolute shrinkage and selection operator regression.
VETC was frequently found in tumors with arterial-phase heterogeneous hyper-enhancement patterns and in tumors with hepatobiliary-phase heterogeneous hyperintense/isointense patterns (HBP-Hetero). AVD and OATP1B3 expression positively correlated with signal intensity in the arterial and hepatobiliary phases, respectively. Intratumor spatial analysis revealed that AVD and OATP1B3 expression were lower in VETC regions than in tumor regions without VETC. Patients with HBP-Hetero tumors had shorter recurrence-free survival. Machine learning models highlighted the importance of serum PIVKA-II, tumor size, and enhancement pattern of arterial and hepatobiliary phase for VETC prediction.
VETC is associated with local reductions of both AVD and OATP1B3 expression, likely contributing to heterogeneous enhancement patterns in EOB-MRI. Evaluation of the arterial and hepatobiliary phases of EOB-MRI would enhance the predictability of VETC. |
doi_str_mv | 10.1097/HC9.0000000000000593 |
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Radiologists visually classified preoperative arterial- and hepatobiliary-phase EOB-MRI images of 204 surgically resected HCCs into patterns based on heterogeneity and signal intensity; these classifications were validated using texture analysis. Single and multiplex immunohistochemistry for CD34, h-caldesmon, and OATP1B3 were performed to evaluate VETC, arterial vessel density (AVD), and OATP1B3 expression. Recurrence-free survival was assessed using the generalized Wilcoxon test. The contribution of clinicoradiological factors to the prediction of VETC was evaluated by random forest and least absolute shrinkage and selection operator regression.
VETC was frequently found in tumors with arterial-phase heterogeneous hyper-enhancement patterns and in tumors with hepatobiliary-phase heterogeneous hyperintense/isointense patterns (HBP-Hetero). AVD and OATP1B3 expression positively correlated with signal intensity in the arterial and hepatobiliary phases, respectively. Intratumor spatial analysis revealed that AVD and OATP1B3 expression were lower in VETC regions than in tumor regions without VETC. Patients with HBP-Hetero tumors had shorter recurrence-free survival. Machine learning models highlighted the importance of serum PIVKA-II, tumor size, and enhancement pattern of arterial and hepatobiliary phase for VETC prediction.
VETC is associated with local reductions of both AVD and OATP1B3 expression, likely contributing to heterogeneous enhancement patterns in EOB-MRI. Evaluation of the arterial and hepatobiliary phases of EOB-MRI would enhance the predictability of VETC.</description><identifier>ISSN: 2471-254X</identifier><identifier>EISSN: 2471-254X</identifier><identifier>DOI: 10.1097/HC9.0000000000000593</identifier><identifier>PMID: 39670871</identifier><language>eng</language><publisher>United States: Lippincott Williams & Wilkins</publisher><subject>Adult ; Aged ; Carcinoma, Hepatocellular - diagnostic imaging ; Carcinoma, Hepatocellular - pathology ; Carcinoma, Hepatocellular - surgery ; Contrast Media ; Female ; Gadolinium DTPA ; Humans ; Liver Neoplasms - diagnostic imaging ; Liver Neoplasms - pathology ; Liver Neoplasms - surgery ; Magnetic Resonance Imaging ; Male ; Middle Aged ; Original ; Retrospective Studies ; Solute Carrier Organic Anion Transporter Family Member 1B3 - analysis</subject><ispartof>Hepatology communications, 2025-01, Vol.9 (1)</ispartof><rights>Copyright © 2024 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Association for the Study of Liver Diseases.</rights><rights>Copyright © 2024 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Association for the Study of Liver Diseases. 2025</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c288t-f19001dc6e29f6467eb18000e0f8e10fc6adfdebaddff25e0e66a47918a3f0023</cites><orcidid>0000-0002-5840-8901 ; 0000-0002-6952-4043 ; 0000-0002-7220-7479 ; 0000-0002-4990-0419 ; 0000-0003-3773-0851 ; 0000-0002-8241-6565 ; 0009-0007-2398-5593 ; 0000-0002-3762-7144 ; 0009-0002-7513-038 ; 0000-0001-9428-4128 ; 0000-0002-4909-1199 ; 0009-0005-8242-9824 ; 0009-0002-7513-038X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11637751/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11637751/$$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/39670871$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Matsuda, Kosuke</creatorcontrib><creatorcontrib>Ueno, Akihisa</creatorcontrib><creatorcontrib>Tsuzaki, Junya</creatorcontrib><creatorcontrib>Kurebayashi, Yutaka</creatorcontrib><creatorcontrib>Masugi, Yohei</creatorcontrib><creatorcontrib>Yamazaki, Ken</creatorcontrib><creatorcontrib>Tamura, Masashi</creatorcontrib><creatorcontrib>Abe, Yuta</creatorcontrib><creatorcontrib>Hasegawa, Yasushi</creatorcontrib><creatorcontrib>Kitago, Minoru</creatorcontrib><creatorcontrib>Jinzaki, Masahiro</creatorcontrib><creatorcontrib>Sakamoto, Michiie</creatorcontrib><title>Vessels encapsulating tumor clusters contribute to the intratumor heterogeneity of HCC on Gd-EOB-DTPA-enhanced MRI</title><title>Hepatology communications</title><addtitle>Hepatol Commun</addtitle><description>Vessels encapsulating tumor clusters (VETC) pattern is tumor vasculature of HCC and is a predictor of prognosis and therapeutic efficacy. Recent radiological studies have demonstrated the predictability of VETC from preoperative images, but the mechanisms of image formation are not elucidated. This study aims to determine the relationship between VETC and intratumor heterogeneity in Gd-EOB-DTPA-enhanced magnetic resonance imaging (EOB-MRI) and to provide its pathological evidence.
Radiologists visually classified preoperative arterial- and hepatobiliary-phase EOB-MRI images of 204 surgically resected HCCs into patterns based on heterogeneity and signal intensity; these classifications were validated using texture analysis. Single and multiplex immunohistochemistry for CD34, h-caldesmon, and OATP1B3 were performed to evaluate VETC, arterial vessel density (AVD), and OATP1B3 expression. Recurrence-free survival was assessed using the generalized Wilcoxon test. The contribution of clinicoradiological factors to the prediction of VETC was evaluated by random forest and least absolute shrinkage and selection operator regression.
VETC was frequently found in tumors with arterial-phase heterogeneous hyper-enhancement patterns and in tumors with hepatobiliary-phase heterogeneous hyperintense/isointense patterns (HBP-Hetero). AVD and OATP1B3 expression positively correlated with signal intensity in the arterial and hepatobiliary phases, respectively. Intratumor spatial analysis revealed that AVD and OATP1B3 expression were lower in VETC regions than in tumor regions without VETC. Patients with HBP-Hetero tumors had shorter recurrence-free survival. Machine learning models highlighted the importance of serum PIVKA-II, tumor size, and enhancement pattern of arterial and hepatobiliary phase for VETC prediction.
VETC is associated with local reductions of both AVD and OATP1B3 expression, likely contributing to heterogeneous enhancement patterns in EOB-MRI. Evaluation of the arterial and hepatobiliary phases of EOB-MRI would enhance the predictability of VETC.</description><subject>Adult</subject><subject>Aged</subject><subject>Carcinoma, Hepatocellular - diagnostic imaging</subject><subject>Carcinoma, Hepatocellular - pathology</subject><subject>Carcinoma, Hepatocellular - surgery</subject><subject>Contrast Media</subject><subject>Female</subject><subject>Gadolinium DTPA</subject><subject>Humans</subject><subject>Liver Neoplasms - diagnostic imaging</subject><subject>Liver Neoplasms - pathology</subject><subject>Liver Neoplasms - surgery</subject><subject>Magnetic Resonance Imaging</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Original</subject><subject>Retrospective Studies</subject><subject>Solute Carrier Organic Anion Transporter Family Member 1B3 - analysis</subject><issn>2471-254X</issn><issn>2471-254X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpdkVFPwyAUhYnROKP7B8bw6EsV2o62T2ZW3ZbMaIwa3will7WmgwnUxH8vy6aZ8gLhfvdwLgehU0ouKCmyy2lZXJDdNSqSPXQUpxmN4lH6tr9zHqChc--BoUVMaUEO0SApWEbyjB4h-wrOQecwaClWru-Eb_UC-35pLJZd7zxYh6XR3rZV7wF7g30DuA0XYkM1EBizAA2t_8JG4WlZYqPxpI5uH66jm-fHcQS6EVpCje-fZifoQInOwXC7H6OXu9vnchrNHyazcjyPZJznPlLBKqG1ZBAXiqUsg4rmYQogKgdKlGSiVjVUoq6VikdAgDGRZgXNRaIIiZNjdLXRXfXVEmoJa8sdX9l2KewXN6Llfyu6bfjCfHJKWZJlIxoUzrcK1nz04Dxftk5C1wkNpnc8oSkLH7lB0w0qrXHOgvp9hxK-joyHyPj_yELb2a7H36afgJJv53CTpg</recordid><startdate>20250101</startdate><enddate>20250101</enddate><creator>Matsuda, Kosuke</creator><creator>Ueno, Akihisa</creator><creator>Tsuzaki, Junya</creator><creator>Kurebayashi, Yutaka</creator><creator>Masugi, Yohei</creator><creator>Yamazaki, Ken</creator><creator>Tamura, Masashi</creator><creator>Abe, Yuta</creator><creator>Hasegawa, Yasushi</creator><creator>Kitago, Minoru</creator><creator>Jinzaki, Masahiro</creator><creator>Sakamoto, Michiie</creator><general>Lippincott Williams & Wilkins</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>5PM</scope><orcidid>https://orcid.org/0000-0002-5840-8901</orcidid><orcidid>https://orcid.org/0000-0002-6952-4043</orcidid><orcidid>https://orcid.org/0000-0002-7220-7479</orcidid><orcidid>https://orcid.org/0000-0002-4990-0419</orcidid><orcidid>https://orcid.org/0000-0003-3773-0851</orcidid><orcidid>https://orcid.org/0000-0002-8241-6565</orcidid><orcidid>https://orcid.org/0009-0007-2398-5593</orcidid><orcidid>https://orcid.org/0000-0002-3762-7144</orcidid><orcidid>https://orcid.org/0009-0002-7513-038</orcidid><orcidid>https://orcid.org/0000-0001-9428-4128</orcidid><orcidid>https://orcid.org/0000-0002-4909-1199</orcidid><orcidid>https://orcid.org/0009-0005-8242-9824</orcidid><orcidid>https://orcid.org/0009-0002-7513-038X</orcidid></search><sort><creationdate>20250101</creationdate><title>Vessels encapsulating tumor clusters contribute to the intratumor heterogeneity of HCC on Gd-EOB-DTPA-enhanced MRI</title><author>Matsuda, Kosuke ; Ueno, Akihisa ; Tsuzaki, Junya ; Kurebayashi, Yutaka ; Masugi, Yohei ; Yamazaki, Ken ; Tamura, Masashi ; Abe, Yuta ; Hasegawa, Yasushi ; Kitago, Minoru ; Jinzaki, Masahiro ; Sakamoto, Michiie</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c288t-f19001dc6e29f6467eb18000e0f8e10fc6adfdebaddff25e0e66a47918a3f0023</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Carcinoma, Hepatocellular - diagnostic imaging</topic><topic>Carcinoma, Hepatocellular - pathology</topic><topic>Carcinoma, Hepatocellular - surgery</topic><topic>Contrast Media</topic><topic>Female</topic><topic>Gadolinium DTPA</topic><topic>Humans</topic><topic>Liver Neoplasms - diagnostic imaging</topic><topic>Liver Neoplasms - pathology</topic><topic>Liver Neoplasms - surgery</topic><topic>Magnetic Resonance Imaging</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Original</topic><topic>Retrospective Studies</topic><topic>Solute Carrier Organic Anion Transporter Family Member 1B3 - analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Matsuda, Kosuke</creatorcontrib><creatorcontrib>Ueno, Akihisa</creatorcontrib><creatorcontrib>Tsuzaki, Junya</creatorcontrib><creatorcontrib>Kurebayashi, Yutaka</creatorcontrib><creatorcontrib>Masugi, Yohei</creatorcontrib><creatorcontrib>Yamazaki, Ken</creatorcontrib><creatorcontrib>Tamura, Masashi</creatorcontrib><creatorcontrib>Abe, Yuta</creatorcontrib><creatorcontrib>Hasegawa, Yasushi</creatorcontrib><creatorcontrib>Kitago, Minoru</creatorcontrib><creatorcontrib>Jinzaki, Masahiro</creatorcontrib><creatorcontrib>Sakamoto, Michiie</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>PubMed Central (Full Participant titles)</collection><jtitle>Hepatology communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Matsuda, Kosuke</au><au>Ueno, Akihisa</au><au>Tsuzaki, Junya</au><au>Kurebayashi, Yutaka</au><au>Masugi, Yohei</au><au>Yamazaki, Ken</au><au>Tamura, Masashi</au><au>Abe, Yuta</au><au>Hasegawa, Yasushi</au><au>Kitago, Minoru</au><au>Jinzaki, Masahiro</au><au>Sakamoto, Michiie</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Vessels encapsulating tumor clusters contribute to the intratumor heterogeneity of HCC on Gd-EOB-DTPA-enhanced MRI</atitle><jtitle>Hepatology communications</jtitle><addtitle>Hepatol Commun</addtitle><date>2025-01-01</date><risdate>2025</risdate><volume>9</volume><issue>1</issue><issn>2471-254X</issn><eissn>2471-254X</eissn><abstract>Vessels encapsulating tumor clusters (VETC) pattern is tumor vasculature of HCC and is a predictor of prognosis and therapeutic efficacy. Recent radiological studies have demonstrated the predictability of VETC from preoperative images, but the mechanisms of image formation are not elucidated. This study aims to determine the relationship between VETC and intratumor heterogeneity in Gd-EOB-DTPA-enhanced magnetic resonance imaging (EOB-MRI) and to provide its pathological evidence.
Radiologists visually classified preoperative arterial- and hepatobiliary-phase EOB-MRI images of 204 surgically resected HCCs into patterns based on heterogeneity and signal intensity; these classifications were validated using texture analysis. Single and multiplex immunohistochemistry for CD34, h-caldesmon, and OATP1B3 were performed to evaluate VETC, arterial vessel density (AVD), and OATP1B3 expression. Recurrence-free survival was assessed using the generalized Wilcoxon test. The contribution of clinicoradiological factors to the prediction of VETC was evaluated by random forest and least absolute shrinkage and selection operator regression.
VETC was frequently found in tumors with arterial-phase heterogeneous hyper-enhancement patterns and in tumors with hepatobiliary-phase heterogeneous hyperintense/isointense patterns (HBP-Hetero). AVD and OATP1B3 expression positively correlated with signal intensity in the arterial and hepatobiliary phases, respectively. Intratumor spatial analysis revealed that AVD and OATP1B3 expression were lower in VETC regions than in tumor regions without VETC. Patients with HBP-Hetero tumors had shorter recurrence-free survival. Machine learning models highlighted the importance of serum PIVKA-II, tumor size, and enhancement pattern of arterial and hepatobiliary phase for VETC prediction.
VETC is associated with local reductions of both AVD and OATP1B3 expression, likely contributing to heterogeneous enhancement patterns in EOB-MRI. Evaluation of the arterial and hepatobiliary phases of EOB-MRI would enhance the predictability of VETC.</abstract><cop>United States</cop><pub>Lippincott Williams & Wilkins</pub><pmid>39670871</pmid><doi>10.1097/HC9.0000000000000593</doi><orcidid>https://orcid.org/0000-0002-5840-8901</orcidid><orcidid>https://orcid.org/0000-0002-6952-4043</orcidid><orcidid>https://orcid.org/0000-0002-7220-7479</orcidid><orcidid>https://orcid.org/0000-0002-4990-0419</orcidid><orcidid>https://orcid.org/0000-0003-3773-0851</orcidid><orcidid>https://orcid.org/0000-0002-8241-6565</orcidid><orcidid>https://orcid.org/0009-0007-2398-5593</orcidid><orcidid>https://orcid.org/0000-0002-3762-7144</orcidid><orcidid>https://orcid.org/0009-0002-7513-038</orcidid><orcidid>https://orcid.org/0000-0001-9428-4128</orcidid><orcidid>https://orcid.org/0000-0002-4909-1199</orcidid><orcidid>https://orcid.org/0009-0005-8242-9824</orcidid><orcidid>https://orcid.org/0009-0002-7513-038X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Aged Carcinoma, Hepatocellular - diagnostic imaging Carcinoma, Hepatocellular - pathology Carcinoma, Hepatocellular - surgery Contrast Media Female Gadolinium DTPA Humans Liver Neoplasms - diagnostic imaging Liver Neoplasms - pathology Liver Neoplasms - surgery Magnetic Resonance Imaging Male Middle Aged Original Retrospective Studies Solute Carrier Organic Anion Transporter Family Member 1B3 - analysis |
title | Vessels encapsulating tumor clusters contribute to the intratumor heterogeneity of HCC on Gd-EOB-DTPA-enhanced MRI |
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