Distinct Gene Expression Profiles in Viable Hepatocellular Carcinoma Treated With Liver-Directed Therapy
被引:2
作者:
Nunez, Kelley G.
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机构:
Ochsner Hlth Syst, Inst Translat Res, New Orleans, LA 70121 USAOchsner Hlth Syst, Inst Translat Res, New Orleans, LA 70121 USA
Nunez, Kelley G.
[1
]
Sandow, Tyler
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机构:
Ochsner Hlth Syst, Intervent Radiol, New Orleans, LA USAOchsner Hlth Syst, Inst Translat Res, New Orleans, LA 70121 USA
Sandow, Tyler
[2
]
Lakey, Meredith A.
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机构:
Ochsner Hlth Syst, Ochsner Biorepository, New Orleans, LA USAOchsner Hlth Syst, Inst Translat Res, New Orleans, LA 70121 USA
Lakey, Meredith A.
[3
]
Fort, Daniel
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机构:
Ochsner Hlth Syst, Ctr Outcomes, New Orleans, LA USAOchsner Hlth Syst, Inst Translat Res, New Orleans, LA 70121 USA
Fort, Daniel
[4
]
Cohen, Ari J.
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机构:
Ochsner Hlth Syst, Multiorgan Transplant Inst, New Orleans, LA USA
Univ Queensland, Fac Med, Brisbane, Qld, AustraliaOchsner Hlth Syst, Inst Translat Res, New Orleans, LA 70121 USA
Cohen, Ari J.
[5
,6
]
Thevenot, Paul T.
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机构:
Ochsner Hlth Syst, Inst Translat Res, New Orleans, LA 70121 USAOchsner Hlth Syst, Inst Translat Res, New Orleans, LA 70121 USA
Thevenot, Paul T.
[1
]
机构:
[1] Ochsner Hlth Syst, Inst Translat Res, New Orleans, LA 70121 USA
[2] Ochsner Hlth Syst, Intervent Radiol, New Orleans, LA USA
[3] Ochsner Hlth Syst, Ochsner Biorepository, New Orleans, LA USA
[4] Ochsner Hlth Syst, Ctr Outcomes, New Orleans, LA USA
[5] Ochsner Hlth Syst, Multiorgan Transplant Inst, New Orleans, LA USA
[6] Univ Queensland, Fac Med, Brisbane, Qld, Australia
Background: Hepatocellular 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. Methods: Multiplex transcriptomic gene analysis was performed with mRNA extracted from viable tumors of HCC patients bridged to transplant using LDT. The NanoString nCounter((R)) 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. Results: Hierarchical 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 (<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. Conclusion: Incomplete response to LDT may drive expression patterns that inhibit an effective anti-tumoral response through immune exclusion and induce intrahepatic spread.
机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Wu, Xiao
Heller, Michael
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机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Heller, Michael
Kwong, Allison
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h-index: 0
机构:
Stanford Univ, Dept Gastroenterol & Hepatol, San Francisco, CA USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Kwong, Allison
Fidelman, Nicholas
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h-index: 0
机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Fidelman, Nicholas
Mehta, Neil
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Gen Hepatol & Liver Transplantat, 513 Parnassus Ave,Room S-357, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
机构:
Washington DC Vet Affairs Med Ctr, Div Gastroenterol & Hepatol, Washington, DC USANCI, Radiat Oncol Branch, NIH, Ctr Canc Res, 9000 Rockville Pike,Bldg 10, Bethesda, MD 20892 USA
机构:
Massachusetts Gen Hosp, Dept Radiat Oncol, 55 Fruit St, Boston, MA 02114 USAMassachusetts Gen Hosp, Dept Radiat Oncol, 55 Fruit St, Boston, MA 02114 USA
Roberts, Hannah J.
Wo, Jennifer Y.
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h-index: 0
机构:
Massachusetts Gen Hosp, Dept Radiat Oncol, 55 Fruit St, Boston, MA 02114 USAMassachusetts Gen Hosp, Dept Radiat Oncol, 55 Fruit St, Boston, MA 02114 USA
机构:
Univ Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USAUniv Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USA
Hannallah, Jack
Goldberg, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USAUniv Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USA
Goldberg, Dan
Khreiss, Mohammad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Surg, Div Surg Oncol, Tucson, AZ USAUniv Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USA
Khreiss, Mohammad
Shroff, Rachna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Med, Div Hematol & Oncol, Tucson, AZ USAUniv Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USA
Shroff, Rachna
Arshad, Junaid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Med, Div Hematol & Oncol, Tucson, AZ USAUniv Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USA
Arshad, Junaid
Scott, Aaron
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Med, Div Hematol & Oncol, Tucson, AZ USAUniv Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USA
机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Wu, Xiao
Heller, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Heller, Michael
Kwong, Allison
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Gastroenterol & Hepatol, San Francisco, CA USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Kwong, Allison
Fidelman, Nicholas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
Fidelman, Nicholas
Mehta, Neil
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Gen Hepatol & Liver Transplantat, 513 Parnassus Ave,Room S-357, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
机构:
Washington DC Vet Affairs Med Ctr, Div Gastroenterol & Hepatol, Washington, DC USANCI, Radiat Oncol Branch, NIH, Ctr Canc Res, 9000 Rockville Pike,Bldg 10, Bethesda, MD 20892 USA
机构:
Massachusetts Gen Hosp, Dept Radiat Oncol, 55 Fruit St, Boston, MA 02114 USAMassachusetts Gen Hosp, Dept Radiat Oncol, 55 Fruit St, Boston, MA 02114 USA
Roberts, Hannah J.
Wo, Jennifer Y.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Dept Radiat Oncol, 55 Fruit St, Boston, MA 02114 USAMassachusetts Gen Hosp, Dept Radiat Oncol, 55 Fruit St, Boston, MA 02114 USA
机构:
Univ Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USAUniv Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USA
Hannallah, Jack
Goldberg, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USAUniv Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USA
Goldberg, Dan
Khreiss, Mohammad
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Surg, Div Surg Oncol, Tucson, AZ USAUniv Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USA
Khreiss, Mohammad
Shroff, Rachna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Med, Div Hematol & Oncol, Tucson, AZ USAUniv Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USA
Shroff, Rachna
Arshad, Junaid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Med, Div Hematol & Oncol, Tucson, AZ USAUniv Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USA
Arshad, Junaid
Scott, Aaron
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Med, Div Hematol & Oncol, Tucson, AZ USAUniv Arizona, Dept Med Imaging, Div Intervent Radiol, 1501 N Campbell Ave, Tucson, AZ 85724 USA