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Kaya NA, Tai D, Lim X, Lim JQ, Lau MC, Goh D, Phua CZJ, Wee FYT, Joseph CR, Lim JCT, Neo ZW, Ye J, Cheung L, Lee J, Loke KSH, Gogna A, Yao F, Lee MY, Shuen TWH, Toh HC, Hilmer A, Chan YS, Lim TKH, Tam WL, Choo SP, Yeong J, Zhai W. Multimodal molecular landscape of response to Y90-resin microsphere radioembolization followed by nivolumab for advanced hepatocellular carcinoma. J Immunother Cancer 2023; 11:e007106. [PMID: 37586766 PMCID: PMC10432632 DOI: 10.1136/jitc-2023-007106] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/16/2023] [Indexed: 08/18/2023] Open
Abstract
BACKGROUND Combination therapy with radioembolization (yttrium-90)-resin microspheres) followed by nivolumab has shown a promising response rate of 30.6% in a Phase II trial (CA209-678) for advanced hepatocellular carcinoma (HCC); however, the response mechanisms and relevant biomarkers remain unknown. METHODS By collecting both pretreatment and on-treatment samples, we performed multimodal profiling of tissue and blood samples and investigated molecular changes associated with favorable responses in 33 patients from the trial. RESULTS We found that higher tumor mutation burden, NCOR1 mutations and higher expression of interferon gamma pathways occurred more frequently in responders. Meanwhile, non-responders tended to be enriched for a novel Asian-specific transcriptomic subtype (Kaya_P2) with a high frequency of chromosome 16 deletions and upregulated cell cycle pathways. Strikingly, unlike other cancer types, we did not observe any association between T-cell populations and treatment response, but tumors from responders had a higher proportion of CXCL9+/CXCR3+ macrophages. Moreover, biomarkers discovered in previous immunotherapy trials were not predictive in the current cohort, suggesting a distinctive molecular landscape associated with differential responses to the combination therapy. CONCLUSIONS This study unraveled extensive molecular changes underlying distinctive responses to the novel treatment and pinpointed new directions for harnessing combination therapy in patients with advanced HCC.
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Affiliation(s)
- Neslihan Arife Kaya
- Genome Institute of Singapore (GIS), Agency for Science(A*STAR), Technology and Research, Singapore
| | - David Tai
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore
- Duke NUS Medical School, Singapore
| | - Xinru Lim
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Jia Qi Lim
- Genome Institute of Singapore (GIS), Agency for Science(A*STAR), Technology and Research, Singapore
| | - Mai Chan Lau
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A*STAR), Singapore
- Bioinformatics Institute (BII), Agency of Science Technology and Research, Singapore
| | - Denise Goh
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Cheryl Zi Jin Phua
- Genome Institute of Singapore (GIS), Agency for Science(A*STAR), Technology and Research, Singapore
| | - Felicia Yu Ting Wee
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Craig Ryan Joseph
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Jeffrey Chun Tatt Lim
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Zhen Wei Neo
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Jiangfeng Ye
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Lawrence Cheung
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore
| | - Joycelyn Lee
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore
- Duke NUS Medical School, Singapore
| | - Kelvin S H Loke
- Duke NUS Medical School, Singapore
- Department of Nuclear Medicine and Molecular Imaging, Singapore General Hospital, Singapore
| | - Apoorva Gogna
- Department of Vascular and Interventional Radiology, Singapore General Hospital, Singapore
| | - Fei Yao
- Genome Institute of Singapore (GIS), Agency for Science(A*STAR), Technology and Research, Singapore
| | - May Yin Lee
- Genome Institute of Singapore (GIS), Agency for Science(A*STAR), Technology and Research, Singapore
| | | | - Han Chong Toh
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Axel Hilmer
- Institute of Pathology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Koln, Cologne, Germany
| | - Yun Shen Chan
- Guangzhou Laboratory, Guangzhou International Bio Island, Guangzhou, Guangdong Province, China
| | - Tony Kiat-Hon Lim
- Department of Anatomical Pathology, Singapore General Hospital, Singapore
| | - Wai Leong Tam
- Genome Institute of Singapore (GIS), Agency for Science(A*STAR), Technology and Research, Singapore
- Cancer Science Institute of Singapore, National University of Singapore, Singapore
- NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Su Pin Choo
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore
| | - Joe Yeong
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A*STAR), Singapore
- Singapore Immunology Network (SIgN), Agency for Science, Technology and Research (A*STAR), Singapore
- Department of Anatomical Pathology, Singapore General Hospital, Singapore
| | - Weiwei Zhai
- Genome Institute of Singapore (GIS), Agency for Science(A*STAR), Technology and Research, Singapore
- Key Laboratory of Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing, China
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Deipolyi AR, Johnson CB, Riedl CC, Kunin H, Solomon SB, Oklu R, Hsu M, Moskowitz CS, Kombak FE, Bhanot U, Erinjeri JP. Prospective Evaluation of Immune Activation Associated with Response to Radioembolization Assessed with PET/CT in Women with Breast Cancer Liver Metastasis. Radiology 2023; 306:279-287. [PMID: 35972356 PMCID: PMC9772064 DOI: 10.1148/radiol.220158] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 06/23/2022] [Accepted: 07/01/2022] [Indexed: 12/24/2022]
Abstract
Background The impact of transarterial radioembolization (TARE) of breast cancer liver metastasis (BCLM) on antitumor immunity is unknown, which hinders the optimal selection of candidates for TARE. Purpose To determine whether response to TARE at PET/CT in participants with BCLM is associated with specific immune markers (cytokines and immune cell populations). Materials and Methods This prospective pilot study enrolled 23 women with BCLM who planned to undergo TARE (June 2018 to February 2020). Peripheral blood and liver tumor biopsies were collected at baseline and 1-2 months after TARE. Monocyte, myeloid-derived suppressor cell (MDSC), interleukin (IL), and tumor-infiltrating lymphocyte (TIL) levels were assessed with use of gene expression studies and flow cytometry, and immune checkpoint and cell surface marker levels with immunohistochemistry. Modified PET Response Criteria in Solid Tumors was used to determine complete response (CR) in treated tissue. After log-transformation, immune marker levels before and after TARE were compared using paired t tests. Association with CR was assessed with Wilcoxon rank-sum or unpaired t tests. Results Twenty women were included. After TARE, peripheral IL-6 (geometric mean, 1.0 vs 1.6 pg/mL; P = .02), IL-10 (0.2 vs 0.4 pg/mL; P = .001), and IL-15 (1.9 vs 2.4 pg/mL; P = .01) increased. In biopsy tissue, lymphocyte activation gene 3-positive CD4+ TILs (15% vs 31%; P < .001) increased. Eight of 20 participants (40% [exact 95% CI: 19, 64]) achieved CR. Participants with CR had lower baseline peripheral monocytes (10% vs 29%; P < .001) and MDSCs (1% vs 5%; P < .001) and higher programmed cell death protein (PD) 1-positive CD4+ TILs (59% vs 26%; P = .006) at flow cytometry and higher PD-1+ staining in tumor (2% vs 1%; P = .046). Conclusion Complete response to transarterial radioembolization was associated with lower baseline cytokine, monocyte, and myeloid-derived suppressor cell levels and higher programmed cell death protein 1-positive tumor-infiltrating lymphocyte levels. © RSNA, 2022 Online supplemental material is available for this article.
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Affiliation(s)
- Amy R. Deipolyi
- From the Department of Surgery, West Virginia University/Charleston
Division, Charleston Area Medical Center, 3200 MacCorkle Ave SE, Charleston, WV
25304 (A.R.D.); Department of Radiation Oncology, Inova Schar Cancer Institute,
Fairfax, Va (C.B.J.); imagingwest, Hawthorne, NY (C.C.R.); Interventional
Radiology Service (H.K., S.B.S., J.P.E.), Department of Epidemiology and
Biostatistics (M.H., C.S.M.), and Department of Pathology, Precision Pathology
Center (F.E.K., U.B.), Memorial Sloan-Kettering Cancer Center, New York, NY; and
Vascular & Interventional Radiology, Laboratory for Patient Inspired
Engineering, Mayo Clinic, Scottsdale, Ariz (R.O.)
| | - C. Bryce Johnson
- From the Department of Surgery, West Virginia University/Charleston
Division, Charleston Area Medical Center, 3200 MacCorkle Ave SE, Charleston, WV
25304 (A.R.D.); Department of Radiation Oncology, Inova Schar Cancer Institute,
Fairfax, Va (C.B.J.); imagingwest, Hawthorne, NY (C.C.R.); Interventional
Radiology Service (H.K., S.B.S., J.P.E.), Department of Epidemiology and
Biostatistics (M.H., C.S.M.), and Department of Pathology, Precision Pathology
Center (F.E.K., U.B.), Memorial Sloan-Kettering Cancer Center, New York, NY; and
Vascular & Interventional Radiology, Laboratory for Patient Inspired
Engineering, Mayo Clinic, Scottsdale, Ariz (R.O.)
| | - Christopher C. Riedl
- From the Department of Surgery, West Virginia University/Charleston
Division, Charleston Area Medical Center, 3200 MacCorkle Ave SE, Charleston, WV
25304 (A.R.D.); Department of Radiation Oncology, Inova Schar Cancer Institute,
Fairfax, Va (C.B.J.); imagingwest, Hawthorne, NY (C.C.R.); Interventional
Radiology Service (H.K., S.B.S., J.P.E.), Department of Epidemiology and
Biostatistics (M.H., C.S.M.), and Department of Pathology, Precision Pathology
Center (F.E.K., U.B.), Memorial Sloan-Kettering Cancer Center, New York, NY; and
Vascular & Interventional Radiology, Laboratory for Patient Inspired
Engineering, Mayo Clinic, Scottsdale, Ariz (R.O.)
| | - Henry Kunin
- From the Department of Surgery, West Virginia University/Charleston
Division, Charleston Area Medical Center, 3200 MacCorkle Ave SE, Charleston, WV
25304 (A.R.D.); Department of Radiation Oncology, Inova Schar Cancer Institute,
Fairfax, Va (C.B.J.); imagingwest, Hawthorne, NY (C.C.R.); Interventional
Radiology Service (H.K., S.B.S., J.P.E.), Department of Epidemiology and
Biostatistics (M.H., C.S.M.), and Department of Pathology, Precision Pathology
Center (F.E.K., U.B.), Memorial Sloan-Kettering Cancer Center, New York, NY; and
Vascular & Interventional Radiology, Laboratory for Patient Inspired
Engineering, Mayo Clinic, Scottsdale, Ariz (R.O.)
| | - Stephen B. Solomon
- From the Department of Surgery, West Virginia University/Charleston
Division, Charleston Area Medical Center, 3200 MacCorkle Ave SE, Charleston, WV
25304 (A.R.D.); Department of Radiation Oncology, Inova Schar Cancer Institute,
Fairfax, Va (C.B.J.); imagingwest, Hawthorne, NY (C.C.R.); Interventional
Radiology Service (H.K., S.B.S., J.P.E.), Department of Epidemiology and
Biostatistics (M.H., C.S.M.), and Department of Pathology, Precision Pathology
Center (F.E.K., U.B.), Memorial Sloan-Kettering Cancer Center, New York, NY; and
Vascular & Interventional Radiology, Laboratory for Patient Inspired
Engineering, Mayo Clinic, Scottsdale, Ariz (R.O.)
| | - Rahmi Oklu
- From the Department of Surgery, West Virginia University/Charleston
Division, Charleston Area Medical Center, 3200 MacCorkle Ave SE, Charleston, WV
25304 (A.R.D.); Department of Radiation Oncology, Inova Schar Cancer Institute,
Fairfax, Va (C.B.J.); imagingwest, Hawthorne, NY (C.C.R.); Interventional
Radiology Service (H.K., S.B.S., J.P.E.), Department of Epidemiology and
Biostatistics (M.H., C.S.M.), and Department of Pathology, Precision Pathology
Center (F.E.K., U.B.), Memorial Sloan-Kettering Cancer Center, New York, NY; and
Vascular & Interventional Radiology, Laboratory for Patient Inspired
Engineering, Mayo Clinic, Scottsdale, Ariz (R.O.)
| | - Meier Hsu
- From the Department of Surgery, West Virginia University/Charleston
Division, Charleston Area Medical Center, 3200 MacCorkle Ave SE, Charleston, WV
25304 (A.R.D.); Department of Radiation Oncology, Inova Schar Cancer Institute,
Fairfax, Va (C.B.J.); imagingwest, Hawthorne, NY (C.C.R.); Interventional
Radiology Service (H.K., S.B.S., J.P.E.), Department of Epidemiology and
Biostatistics (M.H., C.S.M.), and Department of Pathology, Precision Pathology
Center (F.E.K., U.B.), Memorial Sloan-Kettering Cancer Center, New York, NY; and
Vascular & Interventional Radiology, Laboratory for Patient Inspired
Engineering, Mayo Clinic, Scottsdale, Ariz (R.O.)
| | - Chaya S. Moskowitz
- From the Department of Surgery, West Virginia University/Charleston
Division, Charleston Area Medical Center, 3200 MacCorkle Ave SE, Charleston, WV
25304 (A.R.D.); Department of Radiation Oncology, Inova Schar Cancer Institute,
Fairfax, Va (C.B.J.); imagingwest, Hawthorne, NY (C.C.R.); Interventional
Radiology Service (H.K., S.B.S., J.P.E.), Department of Epidemiology and
Biostatistics (M.H., C.S.M.), and Department of Pathology, Precision Pathology
Center (F.E.K., U.B.), Memorial Sloan-Kettering Cancer Center, New York, NY; and
Vascular & Interventional Radiology, Laboratory for Patient Inspired
Engineering, Mayo Clinic, Scottsdale, Ariz (R.O.)
| | - Faruk E. Kombak
- From the Department of Surgery, West Virginia University/Charleston
Division, Charleston Area Medical Center, 3200 MacCorkle Ave SE, Charleston, WV
25304 (A.R.D.); Department of Radiation Oncology, Inova Schar Cancer Institute,
Fairfax, Va (C.B.J.); imagingwest, Hawthorne, NY (C.C.R.); Interventional
Radiology Service (H.K., S.B.S., J.P.E.), Department of Epidemiology and
Biostatistics (M.H., C.S.M.), and Department of Pathology, Precision Pathology
Center (F.E.K., U.B.), Memorial Sloan-Kettering Cancer Center, New York, NY; and
Vascular & Interventional Radiology, Laboratory for Patient Inspired
Engineering, Mayo Clinic, Scottsdale, Ariz (R.O.)
| | - Umesh Bhanot
- From the Department of Surgery, West Virginia University/Charleston
Division, Charleston Area Medical Center, 3200 MacCorkle Ave SE, Charleston, WV
25304 (A.R.D.); Department of Radiation Oncology, Inova Schar Cancer Institute,
Fairfax, Va (C.B.J.); imagingwest, Hawthorne, NY (C.C.R.); Interventional
Radiology Service (H.K., S.B.S., J.P.E.), Department of Epidemiology and
Biostatistics (M.H., C.S.M.), and Department of Pathology, Precision Pathology
Center (F.E.K., U.B.), Memorial Sloan-Kettering Cancer Center, New York, NY; and
Vascular & Interventional Radiology, Laboratory for Patient Inspired
Engineering, Mayo Clinic, Scottsdale, Ariz (R.O.)
| | - Joseph P. Erinjeri
- From the Department of Surgery, West Virginia University/Charleston
Division, Charleston Area Medical Center, 3200 MacCorkle Ave SE, Charleston, WV
25304 (A.R.D.); Department of Radiation Oncology, Inova Schar Cancer Institute,
Fairfax, Va (C.B.J.); imagingwest, Hawthorne, NY (C.C.R.); Interventional
Radiology Service (H.K., S.B.S., J.P.E.), Department of Epidemiology and
Biostatistics (M.H., C.S.M.), and Department of Pathology, Precision Pathology
Center (F.E.K., U.B.), Memorial Sloan-Kettering Cancer Center, New York, NY; and
Vascular & Interventional Radiology, Laboratory for Patient Inspired
Engineering, Mayo Clinic, Scottsdale, Ariz (R.O.)
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