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Doemel LA, Santana JG, Savic LJ, Gaupp FML, Borde T, Petukhova-Greenstein A, Kucukkaya AS, Schobert IT, Hamm CA, Gebauer B, Walsh JJ, Rexha I, Hyder F, Lin M, Madoff DC, Schlachter T, Chapiro J, Coman D. Comparison of metabolic and immunologic responses to transarterial chemoembolization with different chemoembolic regimens in a rabbit VX2 liver tumor model. Eur Radiol 2022; 32:2437-2447. [PMID: 34718844 PMCID: PMC9359419 DOI: 10.1007/s00330-021-08337-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Revised: 08/12/2021] [Accepted: 09/09/2021] [Indexed: 12/30/2022]
Abstract
OBJECTIVES The goal of this study was to investigate the effects of TACE using Lipiodol, Oncozene™ drug-eluting embolics (DEEs), or LUMI™-DEEs alone, or combined with bicarbonate on the metabolic and immunological tumor microenvironment in a rabbit VX2 tumor model. METHODS VX2 liver tumor-bearing rabbits were assigned to five groups. MRI and extracellular pH (pHe) mapping using Biosensor Imaging of Redundant Deviation in Shifts (BIRDS) were performed before and after intra-arterial therapy with conventional TACE (cTACE), DEE-TACE with Idarubicin-eluting Oncozene™-DEEs, or Doxorubicin-eluting LUMI™-DEEs, each with or without prior bicarbonate infusion, and in untreated rabbits or treated with intra-arterial bicarbonate only. Imaging results were validated with immunohistochemistry (IHC) staining of cell viability (PCNA, TUNEL) and immune response (HLA-DR, CD3). Statistical analysis was performed using Mann-Whitney U test. RESULTS pHe mapping revealed that combining cTACE with prior bicarbonate infusion significantly increased tumor pHe compared to control (p = 0.0175) and cTACE alone (p = 0.0025). IHC staining revealed peritumoral accumulation of HLA-DR+ antigen-presenting cells and CD3 + T-lymphocytes in controls. cTACE-treated tumors showed reduced immune infiltration, which was restored through combination with bicarbonate. DEE-TACE with Oncozene™-DEEs induced moderate intratumoral and marked peritumoral infiltration, which was slightly reduced with bicarbonate. Addition of bicarbonate prior to LUMI™-beads enhanced peritumoral immune cell infiltration compared to LUMI™-beads alone and resulted in the strongest intratumoral immune cell infiltration across all treated groups. CONCLUSIONS The choice of chemoembolic regimen for TACE strongly affects post-treatment TME pHe and the ability of immune cells to accumulate and infiltrate the tumor tissue. KEY POINTS • Combining conventional transarterial chemotherapy with prior bicarbonate infusion increases the pHe towards a more physiological value (p = 0.0025). • Peritumoral infiltration and intratumoral accumulation patterns of antigen-presenting cells and T-lymphocytes after transarterial chemotherapy were dependent on the choice of the chemoembolic regimen. • Combination of intra-arterial treatment with Doxorubicin-eluting LUMI™-beads and bicarbonate infusion resulted in the strongest intratumoral presence of immune cells (positivity index of 0.47 for HLADR+-cells and 0.62 for CD3+-cells).
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Affiliation(s)
- Luzie A Doemel
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Department of Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, 10117, Berlin, Germany
| | - Jessica G Santana
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Lynn J Savic
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Department of Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, 10117, Berlin, Germany
- Berlin Institute of Health, 10178, Berlin, Germany
| | - Fabian M Laage Gaupp
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Tabea Borde
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Department of Diagnostic and Interventional Radiology, Klinikum Rechts Der Isar, Technische Universitat München, Munich, Germany
| | - Alexandra Petukhova-Greenstein
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Department of Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, 10117, Berlin, Germany
| | - Ahmet S Kucukkaya
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Department of Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, 10117, Berlin, Germany
| | - Isabel T Schobert
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Department of Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, 10117, Berlin, Germany
| | - Charlie A Hamm
- Department of Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, 10117, Berlin, Germany
- Institute for Diagnostic Radiology and Neuroradiology, Greifswald University Hospital, Ferdinand-Sauerbruch-Strasse, 17475, Greifswald, Germany
| | - Bernhard Gebauer
- Department of Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, 10117, Berlin, Germany
| | - John J Walsh
- Department of Biomedical Engineering, School of Engineering & Applied Science, 17 Hillhouse Avenue, New Haven, CT, 06510, USA
| | - Irvin Rexha
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Department of Diagnostic and Interventional Radiology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, 10117, Berlin, Germany
| | - Fahmeed Hyder
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Department of Biomedical Engineering, School of Engineering & Applied Science, 17 Hillhouse Avenue, New Haven, CT, 06510, USA
- Yale Cancer Center, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
| | - MingDe Lin
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Visage Imaging, Inc., San Diego, CA, 92130, USA
| | - David C Madoff
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Yale Cancer Center, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Division of Medical Oncology, Department of Medicine, Yale School of Medicine, New Haven, CT, 06510, USA
- Yale Liver Center, Yale University School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Smilow Cancer Hospital Care Center - North Haven, 6 Devine Street, Fl 2, North Haven, CT, 06473, USA
| | - Todd Schlachter
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Julius Chapiro
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA.
- Yale Cancer Center, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA.
| | - Daniel Coman
- Department of Radiology and Biomedical Imaging, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
- Yale Cancer Center, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA
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Savic LJ, Chapiro J, Funai E, Bousabarah K, Schobert IT, Isufi E, Geschwind JFH, Stark S, He P, Rudek MA, Perez Lozada JC, Ayyagari R, Pollak J, Schlachter T. Prospective study of Lipiodol distribution as an imaging marker for doxorubicin pharmacokinetics during conventional transarterial chemoembolization of liver malignancies. Eur Radiol 2020; 31:3002-3014. [PMID: 33063185 DOI: 10.1007/s00330-020-07380-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 08/19/2020] [Accepted: 10/06/2020] [Indexed: 01/24/2023]
Abstract
OBJECTIVES To evaluate the prognostic potential of Lipiodol distribution for the pharmacokinetic (PK) profiles of doxorubicin (DOX) and doxorubicinol (DOXOL) after conventional transarterial chemoembolization (cTACE). METHODS This prospective clinical trial ( ClinicalTrials.gov : NCT02753881) included 30 consecutive participants with liver malignancies treated with cTACE (5/2016-10/2018) using 50 mg DOX/10 mg mitomycin C emulsified 1:2 with ethiodized oil (Lipiodol). Peripheral blood was sampled at 10 timepoints for standard non-compartmental analysis of peak concentrations (Cmax) and area under the curve (AUC) with dose normalization (DN). Imaging markers included Lipiodol distribution on post-cTACE CT for patient stratification into 1 segment (n = 10), ≥ 2 segments (n = 10), and lobar cTACE (n = 10), and baseline enhancing tumor volume (ETV). Adverse events (AEs) and tumor response on MRI were recorded 3-4 weeks post-cTACE. Statistics included repeated measurement ANOVA (RM-ANOVA), Mann-Whitney, Kruskal-Wallis, Fisher's exact test, and Pearson correlation. RESULTS Hepatocellular (n = 26), cholangiocarcinoma (n = 1), and neuroendocrine metastases (n = 3) were included. Stratified according to Lipiodol distribution, DOX-Cmax increased from 1 segment (DOX-Cmax, 83.94 ± 75.09 ng/mL; DN-DOX-Cmax, 2.67 ± 2.02 ng/mL/mg) to ≥ 2 segments (DOX-Cmax, 139.66 ± 117.73 ng/mL; DN-DOX-Cmax, 3.68 ± 4.20 ng/mL/mg) to lobar distribution (DOX-Cmax, 334.35 ± 215.18 ng/mL; DN-DOX-Cmax, 7.11 ± 4.24 ng/mL/mg; p = 0.036). While differences in DN-DOX-AUC remained insignificant, RM-ANOVA revealed significant separation of time concentration curves for DOX (p = 0.023) and DOXOL (p = 0.041) comparing 1, ≥ 2 segments, and lobar cTACE. Additional indicators of higher DN-DOX-Cmax were high ETV (p = 0.047) and Child-Pugh B (p = 0.009). High ETV and tumoral Lipiodol coverage also correlated with tumor response. AE occurred less frequently after segmental cTACE. CONCLUSIONS This prospective clinical trial provides updated PK data revealing Lipiodol distribution as an imaging marker predictive of DOX-Cmax and tumor response after cTACE in liver cancer. KEY POINTS • Prospective pharmacokinetic analysis after conventional TACE revealed Lipiodol distribution (1 vs. ≥ 2 segments vs. lobar) as an imaging marker predictive of doxorubicin peak concentrations (Cmax). • Child-Pugh B class and tumor hypervascularization, measurable as enhancing tumor volume (ETV) at baseline, were identified as additional predictors for higher dose-normalized doxorubicin Cmax after conventional TACE. • ETV at baseline and tumoral Lipiodol coverage can serve as predictors of volumetric tumor response after conventional TACE according to quantitative European Association for the Study of the Liver (qEASL) criteria.
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Affiliation(s)
- Lynn J Savic
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
- Institute of Radiology, Charité - Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Berlin, Germany
| | - Julius Chapiro
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
| | - Eliot Funai
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
| | - Khaled Bousabarah
- Department of Stereotactic and Functional Neurosurgery, University Hospital of Cologne, Cologne, Germany
| | - Isabel T Schobert
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
- Institute of Radiology, Charité - Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Berlin, Germany
| | - Edvin Isufi
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
| | | | - Sophie Stark
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
- Institute of Radiology, Charité - Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität, and Berlin Institute of Health, Berlin, Germany
| | - Ping He
- Sidney Kimmel Comprehensive Cancer Center at Department of Oncology, Johns Hopkins University, Baltimore, MD, USA
| | - Michelle A Rudek
- Sidney Kimmel Comprehensive Cancer Center at Department of Oncology, Johns Hopkins University, Baltimore, MD, USA
| | - Juan Carlos Perez Lozada
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
| | - Rajasekhara Ayyagari
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
| | - Jeffrey Pollak
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA
| | - Todd Schlachter
- Department of Radiology and Biomedical Imaging, Division of Interventional Radiology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06520, USA.
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