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Liu WN, Harden SL, Tan SLW, Tan RJR, Fong SY, Tan SY, Liu M, Karnik I, Shuen TWH, Toh HC, Fan Y, Lim SG, Chan JKY, Chen Q. Single-cell RNA sequencing reveals anti-tumor potency of CD56 + NK cells and CD8 + T cells in humanized mice via PD-1 and TIGIT co-targeting. Mol Ther 2024; 32:3895-3914. [PMID: 39318093 PMCID: PMC11573594 DOI: 10.1016/j.ymthe.2024.09.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 08/16/2024] [Accepted: 09/19/2024] [Indexed: 09/26/2024] Open
Abstract
In solid tumors, the exhaustion of natural killer (NK) cells and cytotoxic T cells in the immunosuppressive tumor microenvironment poses challenges for effective tumor control. Conventional humanized mouse models of hepatocellular carcinoma patient-derived xenografts (HCC-PDX) encounter limitations in NK cell infiltration, hindering studies on NK cell immunobiology. Here, we introduce an improved humanized mouse model with restored NK cell reconstitution and infiltration in HCC-PDX, coupled with single-cell RNA sequencing (scRNA-seq) to identify potential anti-HCC treatments. A single administration of adeno-associated virus carrying human interleukin-15 reinstated persistent NK cell reconstitution and infiltration in HCC-PDX in humanized mice. scRNA-seq revealed NK cell and T cell subpopulations with heightened PDCD1 and TIGIT levels. Notably, combination therapy with anti-PD-1 and anti-TIGIT antibodies alleviated HCC burden in humanized mice, demonstrating NK cell-dependent efficacy. Bulk-RNA sequencing analysis also revealed significant alterations in the tumor transcriptome that may contribute to further resistance after combination therapy, warranting further investigations. As an emerging strategy, ongoing clinical trials with anti-PD-1 and anti-TIGIT antibodies provide limited data. The improved humanized mouse HCC-PDX model not only sheds light on the pivotal role of NK cells but also serves as a robust platform for evaluating safety and anti-tumor efficacy of combination therapies and other potential regimens, complementing clinical insights.
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MESH Headings
- Animals
- Killer Cells, Natural/immunology
- Killer Cells, Natural/metabolism
- Humans
- Mice
- Programmed Cell Death 1 Receptor/antagonists & inhibitors
- Programmed Cell Death 1 Receptor/metabolism
- Receptors, Immunologic/metabolism
- Receptors, Immunologic/genetics
- CD56 Antigen/metabolism
- CD56 Antigen/genetics
- Carcinoma, Hepatocellular/therapy
- Carcinoma, Hepatocellular/immunology
- Carcinoma, Hepatocellular/genetics
- Carcinoma, Hepatocellular/pathology
- Liver Neoplasms/therapy
- Liver Neoplasms/immunology
- Liver Neoplasms/genetics
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/metabolism
- Interleukin-15/metabolism
- Interleukin-15/genetics
- Xenograft Model Antitumor Assays
- Single-Cell Analysis/methods
- Tumor Microenvironment/immunology
- Disease Models, Animal
- Cell Line, Tumor
- Sequence Analysis, RNA/methods
- Dependovirus/genetics
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Affiliation(s)
- Wai Nam Liu
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Republic of Singapore
| | - Sarah L Harden
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Republic of Singapore
| | - Shawn Lu Wen Tan
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Republic of Singapore
| | - Rachel Jun Rou Tan
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Republic of Singapore
| | - Shin Yie Fong
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Republic of Singapore
| | - Sue Yee Tan
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Republic of Singapore
| | - Min Liu
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Republic of Singapore
| | - Isha Karnik
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Republic of Singapore
| | - Timothy Wai Ho Shuen
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore 168583, Republic of Singapore
| | - Han Chong Toh
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore 168583, Republic of Singapore
| | - Yong Fan
- Key Laboratory for Major Obstetric Diseases of Guangdong Province, The Third Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Seng Gee Lim
- Division of Gastroenterology and Hepatology, National University Hospital, Singapore 119228, Republic of Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Republic of Singapore
| | - Jerry Kok Yen Chan
- Department of Reproductive Medicine, KK Women's and Children's Hospital, Singapore 229899, Republic of Singapore; Experimental Fetal Medicine Group, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117593, Republic of Singapore
| | - Qingfeng Chen
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), 61 Biopolis Drive, Proteos, Singapore 138673, Republic of Singapore; Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117593, Republic of Singapore; Singapore Immunology Network (SIgN), A∗STAR, 8A Biomedical Grove, Immunos, Singapore 138648, Republic of Singapore.
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5
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Shewarega A, Santana JG, Nam D, Berz A, Tefera J, Kahl V, Mishra SK, Coman D, Duncan J, Roberts SJ, Wetter A, Madoff DC, Chapiro J. Effect of Incomplete Cryoablation and Matrix Metalloproteinase Inhibition on Intratumoral CD8 + T-Cell Infiltration in Murine Hepatocellular Carcinoma. Radiology 2024; 310:e232365. [PMID: 38349244 PMCID: PMC10902598 DOI: 10.1148/radiol.232365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 11/09/2023] [Accepted: 12/27/2023] [Indexed: 02/15/2024]
Abstract
Background Image-guided tumor ablation is the first-line therapy for early-stage hepatocellular carcinoma (HCC), with ongoing investigations into its combination with immunotherapies. Matrix metalloproteinase (MMP) inhibition demonstrates immunomodulatory potential and reduces HCC tumor growth when combined with ablative treatment. Purpose To evaluate the effect of incomplete cryoablation with or without MMP inhibition on the local immune response in residual tumors in a murine HCC model. Materials and Methods Sixty 8- to 10-week-old female BALB/c mice underwent HCC induction with use of orthotopic implantation of syngeneic Tib-75 cells. After 7 days, mice with a single lesion were randomized into treatment groups: (a) no treatment, (b) MMP inhibitor, (c) incomplete cryoablation, and (d) incomplete cryoablation and MMP inhibitor. Macrophage and T-cell subsets were assessed in tissue samples with use of immunohistochemistry and immunofluorescence (cell averages calculated using five 1-μm2 fields of view [FOVs]). C-X-C motif chemokine receptor type 3 (CXCR3)- and interferon γ (IFNγ)-positive T cells were assessed using flow cytometry. Groups were compared using unpaired Student t tests, one-way analysis of variance with Tukey correction, and the Kruskal-Wallis test with Dunn correction. Results Mice treated with incomplete cryoablation (n = 6) showed greater infiltration of CD206+ tumor-associated macrophages (mean, 1.52 cells per FOV vs 0.64 cells per FOV; P = .03) and MMP9-expressing cells (mean, 0.89 cells per FOV vs 0.11 cells per FOV; P = .03) compared with untreated controls (n = 6). Incomplete cryoablation with MMP inhibition (n = 6) versus without (n = 6) led to greater CD8+ T-cell (mean, 15.8% vs 8.29%; P = .04), CXCR3+CD8+ T-cell (mean, 11.64% vs 8.47%; P = .004), and IFNγ+CD8+ T-cell infiltration (mean, 11.58% vs 5.18%; P = .02). Conclusion In a mouse model of HCC, incomplete cryoablation and systemic MMP inhibition showed increased cytotoxic CD8+ T-cell infiltration into the residual tumor compared with either treatment alone. © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Gemmete in this issue.
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Affiliation(s)
- Annabella Shewarega
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
| | - Jessica G. Santana
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
| | - David Nam
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
| | - Antonia Berz
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
| | - Jonathan Tefera
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
| | - Vinzent Kahl
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
| | - Sandeep K. Mishra
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
| | - Daniel Coman
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
| | - James Duncan
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
| | - Scott J. Roberts
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
| | - Axel Wetter
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
| | - David C. Madoff
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
| | - Julius Chapiro
- From the Department of Radiology and Biomedical Imaging (A.S.,
J.G.S., D.N., J.T., S.K.M., D.C., J.D., D.C.M., J.C.), Section of Digestive
Diseases, Department of Internal Medicine (S.J.R., J.C.), Section of Medical
Oncology, Department of Medicine (D.C.M.), and Section of Surgical Oncology,
Department of Surgery (D.C.M.), Yale University School of Medicine, 300 Cedar
St, The Anlyan Center, N312A, New Haven, CT 06520; Department of Diagnostic and
Interventional Radiology and Neuroradiology, University Hospital Essen, Essen,
Germany (A.S., A.W.); Department of Radiology,
Charité-Universitätsmedizin Berlin, corporate member of Freie
Universität Berlin and Humboldt-Universität, Berlin, Germany
(A.B., V.K.); Department of Biomedical Engineering, School of Engineering
& Applied Science, Yale University, New Haven, Conn (D.C., J.D., J.C.);
and Department of Diagnostic and Interventional Radiology and Neuroradiology,
Asklepios Clinic Altona, Hamburg, Germany (A.W.)
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