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Distinct Gene Expression Profiles in Viable Hepatocellular Carcinoma Treated With Liver-Directed Therapy

BackgroundHepatocellular carcinoma is a heterogeneous tumor that accumulates a mutational burden and dysregulated signaling pathways that differ from early to advanced stages. Liver transplant candidates with early-stage hepatocellular carcinoma (HCC) undergo liver-directed therapy (LDT) to delay di...

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Published in:Frontiers in oncology 2022-06, Vol.12, p.809860-809860
Main Authors: Núñez, Kelley G., Sandow, Tyler, Lakey, Meredith A., Fort, Daniel, Cohen, Ari J., Thevenot, Paul T.
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Sandow, Tyler
Lakey, Meredith A.
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Cohen, Ari J.
Thevenot, Paul T.
description BackgroundHepatocellular carcinoma is a heterogeneous tumor that accumulates a mutational burden and dysregulated signaling pathways that differ from early to advanced stages. Liver transplant candidates with early-stage hepatocellular carcinoma (HCC) undergo liver-directed therapy (LDT) to delay disease progression and serve as a bridge to liver transplantation (LT). Unfortunately, >80% of LDT-treated patients have viable HCC in the explant liver, dramatically increasing recurrence risk. Understanding the effect of LDT on early-stage HCC could help identify therapeutic targets to promote complete pathologic necrosis and improve recurrence-free survival. In this study, transcriptomic data from viable HCC in LDT-treated bridged to transplant patients were investigated to understand how treatment may affect tumor signaling pathways. MethodsMultiplex transcriptomic gene analysis was performed with mRNA extracted from viable tumors of HCC patients bridged to transplant using LDT. The NanoString nCounter® Tumor Signaling 360 panel was used that contained 780 genes from 48 pathways involved in tumor biology within the microenvironment as well as antitumoral immune responses. ResultsHierarchical clustering separated tumors into three subtypes (HCC-1, HCC-2, and HCC-3) each with distinct differences in anti-tumoral signaling and immune infiltration within the tumor microenvironment. Immune infiltration (neutrophils, T cells, and macrophages) were all lowest in subtype HCC-3. The tumor inflammatory signature consisting of 18 genes associated with PD-1/PD-L1 inhibition, antigen presentation, chemokine secretion, and adaptive immune responses was highest in subtype HCC-1 and lowest in HCC-3. History of decompensation and etiology were associated with HCC subtype favoring downregulations in inflammation and immune infiltration with upregulation of lipid metabolism. Gene expression among intrahepatic lesions was remarkably similar with >85% of genes expressed in both lesions. Genes differentially expressed (
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Liver transplant candidates with early-stage hepatocellular carcinoma (HCC) undergo liver-directed therapy (LDT) to delay disease progression and serve as a bridge to liver transplantation (LT). Unfortunately, &gt;80% of LDT-treated patients have viable HCC in the explant liver, dramatically increasing recurrence risk. Understanding the effect of LDT on early-stage HCC could help identify therapeutic targets to promote complete pathologic necrosis and improve recurrence-free survival. In this study, transcriptomic data from viable HCC in LDT-treated bridged to transplant patients were investigated to understand how treatment may affect tumor signaling pathways. MethodsMultiplex transcriptomic gene analysis was performed with mRNA extracted from viable tumors of HCC patients bridged to transplant using LDT. The NanoString nCounter® Tumor Signaling 360 panel was used that contained 780 genes from 48 pathways involved in tumor biology within the microenvironment as well as antitumoral immune responses. ResultsHierarchical clustering separated tumors into three subtypes (HCC-1, HCC-2, and HCC-3) each with distinct differences in anti-tumoral signaling and immune infiltration within the tumor microenvironment. Immune infiltration (neutrophils, T cells, and macrophages) were all lowest in subtype HCC-3. The tumor inflammatory signature consisting of 18 genes associated with PD-1/PD-L1 inhibition, antigen presentation, chemokine secretion, and adaptive immune responses was highest in subtype HCC-1 and lowest in HCC-3. History of decompensation and etiology were associated with HCC subtype favoring downregulations in inflammation and immune infiltration with upregulation of lipid metabolism. Gene expression among intrahepatic lesions was remarkably similar with &gt;85% of genes expressed in both lesions. Genes differentially expressed (&lt;8 genes per patient) in multifocal disease were all upregulated in LDT-treated tumors from pathways involving epithelial mesenchymal transition, extracellular matrix remodeling, and/or inflammation potentially implicating intrahepatic metastases. ConclusionIncomplete response to LDT may drive expression patterns that inhibit an effective anti-tumoral response through immune exclusion and induce intrahepatic spread.</description><identifier>ISSN: 2234-943X</identifier><identifier>EISSN: 2234-943X</identifier><identifier>DOI: 10.3389/fonc.2022.809860</identifier><identifier>PMID: 35785174</identifier><language>eng</language><publisher>Frontiers Media S.A</publisher><subject>immune infiltration ; intrahepatic spread ; liver transplantation ; Oncology ; transcriptomics ; tumor microenvironment</subject><ispartof>Frontiers in oncology, 2022-06, Vol.12, p.809860-809860</ispartof><rights>Copyright © 2022 Núñez, Sandow, Lakey, Fort, Cohen and Thevenot 2022 Núñez, Sandow, Lakey, Fort, Cohen and Thevenot</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c322t-a4444e1a244ea2608ade4fce4bb4e79f422c7efb8edbeaa94538920aa37316803</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/PMC9248864/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC9248864/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27903,27904,53769,53771</link.rule.ids></links><search><creatorcontrib>Núñez, Kelley G.</creatorcontrib><creatorcontrib>Sandow, Tyler</creatorcontrib><creatorcontrib>Lakey, Meredith A.</creatorcontrib><creatorcontrib>Fort, Daniel</creatorcontrib><creatorcontrib>Cohen, Ari J.</creatorcontrib><creatorcontrib>Thevenot, Paul T.</creatorcontrib><title>Distinct Gene Expression Profiles in Viable Hepatocellular Carcinoma Treated With Liver-Directed Therapy</title><title>Frontiers in oncology</title><description>BackgroundHepatocellular carcinoma is a heterogeneous tumor that accumulates a mutational burden and dysregulated signaling pathways that differ from early to advanced stages. Liver transplant candidates with early-stage hepatocellular carcinoma (HCC) undergo liver-directed therapy (LDT) to delay disease progression and serve as a bridge to liver transplantation (LT). Unfortunately, &gt;80% of LDT-treated patients have viable HCC in the explant liver, dramatically increasing recurrence risk. Understanding the effect of LDT on early-stage HCC could help identify therapeutic targets to promote complete pathologic necrosis and improve recurrence-free survival. In this study, transcriptomic data from viable HCC in LDT-treated bridged to transplant patients were investigated to understand how treatment may affect tumor signaling pathways. MethodsMultiplex transcriptomic gene analysis was performed with mRNA extracted from viable tumors of HCC patients bridged to transplant using LDT. The NanoString nCounter® Tumor Signaling 360 panel was used that contained 780 genes from 48 pathways involved in tumor biology within the microenvironment as well as antitumoral immune responses. ResultsHierarchical clustering separated tumors into three subtypes (HCC-1, HCC-2, and HCC-3) each with distinct differences in anti-tumoral signaling and immune infiltration within the tumor microenvironment. Immune infiltration (neutrophils, T cells, and macrophages) were all lowest in subtype HCC-3. The tumor inflammatory signature consisting of 18 genes associated with PD-1/PD-L1 inhibition, antigen presentation, chemokine secretion, and adaptive immune responses was highest in subtype HCC-1 and lowest in HCC-3. History of decompensation and etiology were associated with HCC subtype favoring downregulations in inflammation and immune infiltration with upregulation of lipid metabolism. Gene expression among intrahepatic lesions was remarkably similar with &gt;85% of genes expressed in both lesions. Genes differentially expressed (&lt;8 genes per patient) in multifocal disease were all upregulated in LDT-treated tumors from pathways involving epithelial mesenchymal transition, extracellular matrix remodeling, and/or inflammation potentially implicating intrahepatic metastases. ConclusionIncomplete response to LDT may drive expression patterns that inhibit an effective anti-tumoral response through immune exclusion and induce intrahepatic spread.</description><subject>immune infiltration</subject><subject>intrahepatic spread</subject><subject>liver transplantation</subject><subject>Oncology</subject><subject>transcriptomics</subject><subject>tumor microenvironment</subject><issn>2234-943X</issn><issn>2234-943X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkU1r3DAQhkVpaUKae4869uKtLMmWfCmUzScstIftx02M5VFWwSu5kjY0_z52NpRmDjPDzPAMvC8hH2u2EkJ3n10MdsUZ5yvNOt2yN-SUcyGrTorfb__rT8h5zvdsjrZhNRPvyYlolG5qJU_J7sLn4oMt9BoD0su_U8KcfQz0e4rOj5ipD_Snh35EeoMTlGhxHA8jJLqGZH2Ie6DbhFBwoL982dGNf8BUXfiEdpltd5hgevxA3jkYM56_1DPy4-pyu76pNt-ub9dfN5UVnJcK5BxYA58z8JZpGFA6i7LvJarOSc6tQtdrHHoE6GQzS8EZgFCibjUTZ-T2yB0i3Jsp-T2kRxPBm-dBTHcGUvF2RNM6UB2gsorNfAvQ9KpxwiEix7ZvZtaXI2s69HscLIaSYHwFfb0Jfmfu4oPpuNS6lTPg0wsgxT8HzMXsfV70g4DxkA1vdcNErVU3n7LjqU0x54Tu35uamcVvs_htFr_N0W_xBHgIoH8</recordid><startdate>20220617</startdate><enddate>20220617</enddate><creator>Núñez, Kelley G.</creator><creator>Sandow, Tyler</creator><creator>Lakey, Meredith A.</creator><creator>Fort, Daniel</creator><creator>Cohen, Ari J.</creator><creator>Thevenot, Paul T.</creator><general>Frontiers Media S.A</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20220617</creationdate><title>Distinct Gene Expression Profiles in Viable Hepatocellular Carcinoma Treated With Liver-Directed Therapy</title><author>Núñez, Kelley G. ; Sandow, Tyler ; Lakey, Meredith A. ; Fort, Daniel ; Cohen, Ari J. ; Thevenot, Paul T.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c322t-a4444e1a244ea2608ade4fce4bb4e79f422c7efb8edbeaa94538920aa37316803</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>immune infiltration</topic><topic>intrahepatic spread</topic><topic>liver transplantation</topic><topic>Oncology</topic><topic>transcriptomics</topic><topic>tumor microenvironment</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Núñez, Kelley G.</creatorcontrib><creatorcontrib>Sandow, Tyler</creatorcontrib><creatorcontrib>Lakey, Meredith A.</creatorcontrib><creatorcontrib>Fort, Daniel</creatorcontrib><creatorcontrib>Cohen, Ari J.</creatorcontrib><creatorcontrib>Thevenot, Paul T.</creatorcontrib><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Frontiers in oncology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Núñez, Kelley G.</au><au>Sandow, Tyler</au><au>Lakey, Meredith A.</au><au>Fort, Daniel</au><au>Cohen, Ari J.</au><au>Thevenot, Paul T.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Distinct Gene Expression Profiles in Viable Hepatocellular Carcinoma Treated With Liver-Directed Therapy</atitle><jtitle>Frontiers in oncology</jtitle><date>2022-06-17</date><risdate>2022</risdate><volume>12</volume><spage>809860</spage><epage>809860</epage><pages>809860-809860</pages><issn>2234-943X</issn><eissn>2234-943X</eissn><abstract>BackgroundHepatocellular carcinoma is a heterogeneous tumor that accumulates a mutational burden and dysregulated signaling pathways that differ from early to advanced stages. Liver transplant candidates with early-stage hepatocellular carcinoma (HCC) undergo liver-directed therapy (LDT) to delay disease progression and serve as a bridge to liver transplantation (LT). Unfortunately, &gt;80% of LDT-treated patients have viable HCC in the explant liver, dramatically increasing recurrence risk. Understanding the effect of LDT on early-stage HCC could help identify therapeutic targets to promote complete pathologic necrosis and improve recurrence-free survival. In this study, transcriptomic data from viable HCC in LDT-treated bridged to transplant patients were investigated to understand how treatment may affect tumor signaling pathways. MethodsMultiplex transcriptomic gene analysis was performed with mRNA extracted from viable tumors of HCC patients bridged to transplant using LDT. The NanoString nCounter® Tumor Signaling 360 panel was used that contained 780 genes from 48 pathways involved in tumor biology within the microenvironment as well as antitumoral immune responses. ResultsHierarchical clustering separated tumors into three subtypes (HCC-1, HCC-2, and HCC-3) each with distinct differences in anti-tumoral signaling and immune infiltration within the tumor microenvironment. Immune infiltration (neutrophils, T cells, and macrophages) were all lowest in subtype HCC-3. The tumor inflammatory signature consisting of 18 genes associated with PD-1/PD-L1 inhibition, antigen presentation, chemokine secretion, and adaptive immune responses was highest in subtype HCC-1 and lowest in HCC-3. History of decompensation and etiology were associated with HCC subtype favoring downregulations in inflammation and immune infiltration with upregulation of lipid metabolism. Gene expression among intrahepatic lesions was remarkably similar with &gt;85% of genes expressed in both lesions. Genes differentially expressed (&lt;8 genes per patient) in multifocal disease were all upregulated in LDT-treated tumors from pathways involving epithelial mesenchymal transition, extracellular matrix remodeling, and/or inflammation potentially implicating intrahepatic metastases. ConclusionIncomplete response to LDT may drive expression patterns that inhibit an effective anti-tumoral response through immune exclusion and induce intrahepatic spread.</abstract><pub>Frontiers Media S.A</pub><pmid>35785174</pmid><doi>10.3389/fonc.2022.809860</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
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subjects immune infiltration
intrahepatic spread
liver transplantation
Oncology
transcriptomics
tumor microenvironment
title Distinct Gene Expression Profiles in Viable Hepatocellular Carcinoma Treated With Liver-Directed Therapy
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