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Meng J, Tan JYT, Joseph CR, Ye J, Lim JCT, Goh D, Xue Y, Lim X, Koh VCY, Wee F, Tay TKY, Chan JY, Ng CCY, Iqbal J, Lau MC, Lim HE, Toh HC, Teh BT, Dent RA, Tan PH, Yeong JPS. The Prognostic Value of CD39 as a Marker of Tumor-Specific T Cells in Triple-Negative Breast Cancer in Asian Women. J Transl Med 2024; 104:100303. [PMID: 38103870 DOI: 10.1016/j.labinv.2023.100303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 04/12/2023] [Revised: 11/09/2023] [Accepted: 12/06/2023] [Indexed: 12/19/2023] Open
Abstract
Triple-negative breast cancer (TNBC) has a poor prognosis with limited therapeutic options available for affected patients. Efforts are ongoing to identify surrogate markers for tumor-specific CD8+ T cells that can predict the response to immune checkpoint inhibitor (ICI) therapies, such as programmed cell death protein 1 or programmed cell death ligand-1 blockade. We have previously identified tumor-specific CD39+CD8+ T cells in non-small cell lung cancer that might help predict patient responses to programmed cell death protein 1 or programmed cell death ligand-1 blockade. Based on this finding, we conducted a comparative interrogation of TNBC in an Asian cohort to evaluate the potential of CD39 as a surrogate marker of tumor-specific CD8+ T cells. Using ICI-treated TNBC mouse models (n = 24), flow cytometric analyses of peripheral blood mononuclear cells and tumor-infiltrating lymphocytes revealed that >99% of tumor-specific CD8+ T cells also expressed CD39. To investigate the relationship between CD39+CD8+ T-cell density and CD39 expression with disease prognosis, we performed multiplex immunohistochemistry staining on treatment-naive human TNBC tissues (n = 315). We saw that the proportion of CD39+CD8+ T cells in human TNBC tumors correlated with improved overall survival, as did the densities of other CD39+ immune cell infiltrates, such as CD39+CD68+ macrophages. Finally, increased CD39 expression on CD8+ T cells was also found to predict the response to ICI therapy (pembrolizumab) in a separate cohort of 11 TNBC patients. These findings support the potential of CD39+CD8+ T-cell density as a prognostic factor in Asian TNBC patients.
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Affiliation(s)
- Jia Meng
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore
| | - Jing Ying Tira Tan
- Duke-NUS Medical School, Singapore, Republic of Singapore; National Cancer Centre Singapore, Singapore, Republic of Singapore
| | - Craig Ryan Joseph
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore
| | - Jiangfeng Ye
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore
| | - Jeffrey Chun Tatt Lim
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore
| | - Denise Goh
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore
| | - Yuezhen Xue
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore
| | - Xinru Lim
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore
| | - Valerie Cui Yun Koh
- Department of Anatomical Pathology, Singapore General Hospital, Singapore, Republic of Singapore
| | - Felicia Wee
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore
| | - Timothy Kwang Yong Tay
- Department of Anatomical Pathology, Singapore General Hospital, Singapore, Republic of Singapore
| | | | | | - Jabed Iqbal
- Duke-NUS Medical School, Singapore, Republic of Singapore; Department of Anatomical Pathology, Singapore General Hospital, Singapore, Republic of Singapore
| | - Mai Chan Lau
- Bioinformatics Institute (BII), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore
| | - Hsuen Elaine Lim
- National Cancer Centre Singapore, Singapore, Republic of Singapore
| | - Han Chong Toh
- National Cancer Centre Singapore, Singapore, Republic of Singapore
| | - Bin Tean Teh
- National Cancer Centre Singapore, Singapore, Republic of Singapore
| | - Rebecca Alexandra Dent
- Duke-NUS Medical School, Singapore, Republic of Singapore; National Cancer Centre Singapore, Singapore, Republic of Singapore.
| | - Puay Hoon Tan
- KK Women's and Children's Hospital, Singapore, Republic of Singapore; Luma Women's Imaging Centre/Medical Centre, Singapore, Republic of Singapore.
| | - Joe Poh Sheng Yeong
- Institute of Molecular and Cell Biology (IMCB), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Duke-NUS Medical School, Singapore, Republic of Singapore; National Cancer Centre Singapore, Singapore, Republic of Singapore; Department of Anatomical Pathology, Singapore General Hospital, Singapore, Republic of Singapore.
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Long Y, Yang W, Bai Y, Tao H, Zhang F, Wang L, Yang B, Huang D, Han X, Hu Y. Prediction model for hyperprogressive disease in patients with advanced solid tumors received immune-checkpoint inhibitors: a pan-cancer study. Cancer Cell Int 2023; 23:224. [PMID: 37777758 PMCID: PMC10543870 DOI: 10.1186/s12935-023-03070-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 09/17/2023] [Indexed: 10/02/2023] Open
Abstract
BACKGROUND Hyper progressive disease (HPD) describes the phenomenon that patients can't benefit from immunotherapy but cause rapid tumor progression. HPD is a particular phenomenon in immunotherapy but lacks prediction methods. Our study aims to screen the factors that may forecast HPD and provide a predictive model for risky stratifying. METHODS We retrospectively reviewed advanced-stage tumor patients who received immune checkpoint inhibitors (ICI) in the General PLA Hospital. Subsequently, we calculated the tumor growth kinetics ratio (TGKr) and identified typical HPD patients. Differences analysis of clinical characteristics was performed, and a predictive binary classification model was constructed. RESULTS 867 patients with complete image information were screened from more than 3000 patients who received ICI between January 2015 and January 2020. Among them, 36 patients were identified as HPD for TGKr > 2. After the propensity score matched, confounding factors were limited. Survival analysis revealed that the clinical outcome of HPD patients was significantly worse than non-HPD patients. Besides, we found that Body Mass Index (BMI), anemia, lymph node metastasis in non-draining areas, pancreatic metastasis, and whether combined with anti-angiogenesis or chemotherapy therapy were closely connected with the HPD incidence. Based on these risk factors, we constructed a visualised predicted nomogram model, and the Area Under Curve (AUC) is 0.850 in the train dataset, whereas 0.812 in the test dataset. CONCLUSION We carried out a retrospective study for HPD based on real-world patients and constructed a clinically feasible and practical model for predicting HPD incidence, which could help oncologists to stratify risky patients and select treatment strategies.
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Affiliation(s)
- Yaping Long
- School of Medicine, Nankai University, 94 Weijin Road, Nankai, Tianjin, China
| | - Wenyu Yang
- School of Medicine, Nankai University, 94 Weijin Road, Nankai, Tianjin, China
| | - Yibing Bai
- PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, People's Republic of China
- Department of Medical Oncology, Department of Medical Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, 8 Dongdajie Road, Fengtai District, Beijing, 100071, China
| | - Haitao Tao
- Department of Medical Oncology, Department of Medical Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, 8 Dongdajie Road, Fengtai District, Beijing, 100071, China
| | - Fan Zhang
- Department of Medical Oncology, Department of Medical Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, 8 Dongdajie Road, Fengtai District, Beijing, 100071, China
| | - Lijie Wang
- Department of Medical Oncology, Department of Medical Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, 8 Dongdajie Road, Fengtai District, Beijing, 100071, China
| | - Bo Yang
- Department of Medical Oncology, Department of Medical Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, 8 Dongdajie Road, Fengtai District, Beijing, 100071, China
| | - Di Huang
- Department of Medical Oncology, Department of Medical Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, 8 Dongdajie Road, Fengtai District, Beijing, 100071, China
| | - Xiao Han
- Department of Medical Oncology, Department of Medical Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, 8 Dongdajie Road, Fengtai District, Beijing, 100071, China.
| | - Yi Hu
- School of Medicine, Nankai University, 94 Weijin Road, Nankai, Tianjin, China.
- PLA General Hospital, 28 Fuxing Road, Haidian District, Beijing, 100853, People's Republic of China.
- Department of Medical Oncology, Department of Medical Oncology, Senior Department of Oncology, The Fifth Medical Center of PLA General Hospital, 8 Dongdajie Road, Fengtai District, Beijing, 100071, China.
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Dong Y, Wong JSL, Sugimura R, Lam KO, Li B, Kwok GGW, Leung R, Chiu JWY, Cheung TT, Yau T. Recent Advances and Future Prospects in Immune Checkpoint (ICI)-Based Combination Therapy for Advanced HCC. Cancers (Basel) 2021; 13:1949. [PMID: 33919570 PMCID: PMC8072916 DOI: 10.3390/cancers13081949] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 04/11/2021] [Accepted: 04/16/2021] [Indexed: 12/30/2022] Open
Abstract
Advanced, unresectable hepatocellular carcinoma has a dismal outcome. Multiple immune checkpoint inhibitors (ICIs) targeting the programmed-cell death 1 pathway (PD-1/L1) have been approved for the treatment of advanced HCC. However, outcomes remain undesirable and unpredictable on a patient-to-patient basis. The combination of anti-PD-1/L1 with alternative agents, chiefly cytotoxic T-lymphocyte antigen-4 (CTLA-4) ICIs or agents targeting other oncogenic pathways such as the vascular endothelial growth factor (VEGF) pathway and the c-MET pathway, has, in addition to the benefit of directly targeting alterative oncogenic pathways, in vitro evidence of synergism through altering the genomic and function signatures of T cells and expression of immune checkpoints. Several trials have been completed or are underway evaluating such combinations. Finally, studies utilizing transcriptomics and organoids are underway to establish biomarkers to predict ICI response. This review aims to discuss the biological rationale and clinical advances in ICI-based combinations in HCCs, as well as the progress and prospects of the search for the aforementioned biomarkers in ICI treatment of HCC.
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Affiliation(s)
- Yawen Dong
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China; (Y.D.); (J.S.L.W.); (B.L.); (G.G.W.K.); (R.L.); (J.W.Y.C.)
- Department of Surgery, Klinik Favoriten, Wiener Gesundheitsverbund, 1100 Vienna, Austria
| | - Jeffrey Sum Lung Wong
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China; (Y.D.); (J.S.L.W.); (B.L.); (G.G.W.K.); (R.L.); (J.W.Y.C.)
| | - Ryohichi Sugimura
- School of Biomedical Science, The University of Hong Kong, Hong Kong, China;
| | - Ka-On Lam
- Department of Clinical Oncology, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China;
| | - Bryan Li
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China; (Y.D.); (J.S.L.W.); (B.L.); (G.G.W.K.); (R.L.); (J.W.Y.C.)
| | - Gerry Gin Wai Kwok
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China; (Y.D.); (J.S.L.W.); (B.L.); (G.G.W.K.); (R.L.); (J.W.Y.C.)
| | - Roland Leung
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China; (Y.D.); (J.S.L.W.); (B.L.); (G.G.W.K.); (R.L.); (J.W.Y.C.)
| | - Joanne Wing Yan Chiu
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China; (Y.D.); (J.S.L.W.); (B.L.); (G.G.W.K.); (R.L.); (J.W.Y.C.)
| | - Tan To Cheung
- Department of Surgery, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China;
| | - Thomas Yau
- Department of Medicine, Queen Mary Hospital, The University of Hong Kong, Hong Kong, China; (Y.D.); (J.S.L.W.); (B.L.); (G.G.W.K.); (R.L.); (J.W.Y.C.)
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Chen G, Wang L, Diao T, Chen Y, Cao C, Zhang X. Analysis of immune-related signatures of colorectal cancer identifying two different immune phenotypes: Evidence for immune checkpoint inhibitor therapy. Oncol Lett 2020; 20:517-524. [PMID: 32565977 PMCID: PMC7285802 DOI: 10.3892/ol.2020.11605] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 02/05/2020] [Indexed: 12/24/2022] Open
Abstract
Immune checkpoint inhibitor (ICI) therapy has revolutionized the treatment of numerous types of cancer, including colorectal cancer (CRC). Patients with CRC and deficient mismatch repair or high microsatellite instability could benefit from ICI treatment, although the response rate of most patients is low. Therefore, the immune subtyping of patients with CRC is required in order to determine the subtypes suitable for ICI treatment. The present study used a cohort of patients with CRC from The Cancer Genome Atlas (TCGA) to perform molecular subtyping, with results validated in three CRC cohorts from the Gene Expression Omnibus. Non-negative matrix factorization was used to achieve consensus molecular subtyping. The tumor immune dysfunction and exclusion algorithm was used to predict potential ICI therapy responses and gene set enrichment analysis was performed to define different pathways associated with the immune response. Two distinct subtypes of CRC were finally identified in TCGA cohorts, which were characterized as significantly different prognostic subtypes (low-risk and high-risk subtypes). Higher expression of programmed death-ligand 1, higher proportion of tumor-infiltrating lymphocytes and tumor mutation burden were significantly enriched in the low-risk subtype. Further pathway analysis revealed that the low-risk subtype was associated with immune response activation and signaling pathways involved in ‘antigen processing and presentation’. Three independent CRC cohorts were used to validate the above findings. In summary, two clinical CRC subtypes were identified, which are characterized by significantly different survival outcomes and immune infiltration patterns. The findings of the present study suggest that ICI treatment may be more effective in the low-risk CRC subtype.
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Affiliation(s)
- Gang Chen
- Department of Anal and Intestinal Surgery, Tengzhou Central People's Hospital, Tengzhou, Shandong 277500, P.R. China
| | - Lin Wang
- Department of Surgery Operating Room, Tengzhou Central People's Hospital, Tengzhou, Shandong 277500, P.R. China
| | - Tongwei Diao
- Department of Anal and Intestinal Surgery, Tengzhou Central People's Hospital, Tengzhou, Shandong 277500, P.R. China
| | - Ying Chen
- Department of Anal and Intestinal Surgery, Tengzhou Central People's Hospital, Tengzhou, Shandong 277500, P.R. China
| | - Chengbo Cao
- Department of Anal and Intestinal Surgery, Tengzhou Central People's Hospital, Tengzhou, Shandong 277500, P.R. China
| | - Xindong Zhang
- Department of Pathology, Tengzhou Central People's Hospital, Tengzhou, Shandong 277500, P.R. China
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