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Ntostoglou K, Theodorou SDP, Proctor T, Nikas IP, Awounvo S, Sepsa A, Georgoulias V, Ryu HS, Pateras IS, Kittas C. Distinct profiles of proliferating CD8+/TCF1+ T cells and CD163+/PD-L1+ macrophages predict risk of relapse differently among treatment-naïve breast cancer subtypes. Cancer Immunol Immunother 2024; 73:46. [PMID: 38349444 PMCID: PMC10864422 DOI: 10.1007/s00262-024-03630-8] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 01/07/2024] [Indexed: 02/15/2024]
Abstract
Immunophenotypic analysis of breast cancer microenvironment is gaining attraction as a clinical tool improving breast cancer patient stratification. The aim of this study is to evaluate proliferating CD8 + including CD8 + TCF1 + Τ cells along with PD-L1 expressing tissue-associated macrophages among different breast cancer subtypes. A well-characterized cohort of 791 treatment-naïve breast cancer patients was included. The analysis demonstrated a distinct expression pattern among breast cancer subtypes characterized by increased CD8 + , CD163 + and CD163 + PD-L1 + cells along with high PD-L1 status and decreased fraction of CD8 + Ki67 + T cells in triple negative (TNBC) and HER2 + compared to luminal tumors. Kaplan-Meier and Cox univariate survival analysis revealed that breast cancer patients with high CD8 + , CD8 + Ki67 + , CD8 + TCF1 + cells, PD-L1 score and CD163 + PD-L1 + cells are likely to have a prolonged relapse free survival, while patients with high CD163 + cells have a worse prognosis. A differential impact of high CD8 + , CD8 + Ki67 + , CD8 + TCF1 + T cells, CD163 + PD-L1 + macrophages and PD-L1 status on prognosis was identified among the various breast cancer subtypes since only TNBC patients experience an improved prognosis compared to patients with luminal A tumors. Conversely, high infiltration by CD163 + cells is associated with worse prognosis only in patients with luminal A but not in TNBC tumors. Multivariate Cox regression analysis in TNBC patients revealed that increased CD8 + [hazard ratio (HR) = 0.542; 95% confidence interval (CI) 0.309-0.950; p = 0.032), CD8 + TCF1 + (HR = 0.280; 95% CI 0.101-0.779; p = 0.015), CD163 + PD-L1 + (HR: 0.312; 95% CI 0.112-0.870; p = 0.026) cells along with PD-L1 status employing two different scoring methods (HR: 0.362; 95% CI 0.162-0.812; p = 0.014 and HR: 0.395; 95% CI 0.176-0.884; p = 0.024) were independently linked with a lower relapse rate. Multivariate analysis in Luminal type A patients revealed that increased CD163 + was independently associated with a higher relapse rate (HR = 2.360; 95% CI 1.077-5.170; p = 0.032). This study demonstrates that the evaluation of the functional status of CD8 + T cells in combination with the analysis of immunosuppressive elements could provide clinically relevant information in different breast cancer subtypes.
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Affiliation(s)
- Konstantinos Ntostoglou
- Department of Histopathology, Biomedicine Group of Health Company, 15626, Athens, Greece
- Medical School, National and Kapodistrian University of Athens, 11527, Goudi, Athens, Greece
| | - Sofia D P Theodorou
- Medical School, National and Kapodistrian University of Athens, 11527, Goudi, Athens, Greece
| | - Tanja Proctor
- Institute of Medical Biometry, University of Heidelberg, 69120, Heidelberg, Germany
| | - Ilias P Nikas
- Medical School, University of Cyprus, 2029, Nicosia, Cyprus
| | - Sinclair Awounvo
- Institute of Medical Biometry, University of Heidelberg, 69120, Heidelberg, Germany
| | - Athanasia Sepsa
- Department of Anatomic Pathology, Metropolitan Hospital, 9 Ethnarchou Makariou & 1 E. Venizelou Street, Neo Faliro, 18547, Piraeus, Greece
| | | | - Han Suk Ryu
- Department of Pathology, College of Medicine, Seoul National University Hospital, 03080, Seoul, Republic of Korea
| | - Ioannis S Pateras
- 2nd Department of Pathology, Medical School, "Attikon" University Hospital, National and Kapodistrian University of Athens, 124 62, Athens, Greece.
| | - Christos Kittas
- Department of Histopathology, Biomedicine Group of Health Company, 15626, Athens, Greece
- Medical School, National and Kapodistrian University of Athens, 11527, Goudi, Athens, Greece
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Chen J, Liu K, Luo Y, Kang M, Wang J, Chen G, Qi J, Wu W, Wang B, Han Y, Shi L, Wang K, Han X, Ma X, Liu W, Ding Y, Wang L, Liang H, Wang L, Chen J. Single-cell Profiling of Tumor Immune Microenvironment Reveals Immune Irresponsiveness in Gastric Signet-ring Cell Carcinoma. Gastroenterology 2023:S0016-5085(23)00262-7. [PMID: 36921674 DOI: 10.1053/j.gastro.2023.03.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 02/23/2023] [Accepted: 03/01/2023] [Indexed: 03/18/2023]
Abstract
BACKGROUND AND AIMS Gastric cancer (GC) is a major cancer type characterized by high heterogeneity in both tumor cells and the tumor immune microenvironment (TIME). One intractable GC subtype is gastric signet-ring cell carcinoma (GSRCC), which is associated with poor prognosis. However, it remains unclear what the GSRCC TIME characteristics are and how these characteristics may contribute to clinical outcomes. METHODS We enrolled 32 patients with advanced GC of diverse subtypes and profiled their TIME using an immune-targeted single-cell profiling strategy, including (i) immune-targeted single-cell RNA sequencing (scRNA-seq, n = 20 patients) and (ii) protein expression profiling by a targeted antibody panel for mass cytometry (CyTOF, n = 12 patients). We also generated matched V(D)J sequencing of T and B cells along CD45+ immunocytes. RESULTS We find that compared to non-GSRCC, the GSRCC TIME appears to be quiescent where both CD4+ and CD8+ T cells are difficult to be mobilized, which further impairs the proper functions of B cells. CXCL13, mainly produced by Tfh, Th17, and exhausted CD8+ T cells, is a central coordinator of this transformation. We show that CXCL13 expression can predict the response to immune checkpoint blockade in GC patients, which may be related to its effects on tertiary lymphoid structures. CONCLUSIONS Our study provides a comprehensive molecular portrait of immune cell compositions and cell states in advanced GC patients, highlighting adaptive immune irresponsiveness in GSRCC and a mediator role of CXCL13 in TIME. Our targeted single-cell transcriptomic and proteomic profiling represents a powerful approach for TIME-oriented translational research.
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Affiliation(s)
- Jing Chen
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Kuai Liu
- Institute of Immunology and Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China; Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou 311121, China; Cancer Center, Zhejiang University, Hangzhou 310058, China
| | - Yikai Luo
- Graduate Program in Quantitative and Computational Biosciences, Baylor College of Medicine, Houston, TX 77030, USA; Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Muxing Kang
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Jun Wang
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Guofeng Chen
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Jia Qi
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Wenxuan Wu
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Beidi Wang
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Yaxuan Han
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Le Shi
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Kefan Wang
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Xiaying Han
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Xiaojing Ma
- Department of Pathology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Wei Liu
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yuan Ding
- Department of Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Liangjing Wang
- Department of Gastroenterology, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China; Cancer Center, Zhejiang University, Hangzhou 310058, China
| | - Han Liang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; Graduate Program in Quantitative and Computational Biosciences, Baylor College of Medicine, Houston, TX 77030, USA.
| | - Lie Wang
- Institute of Immunology and Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310006, China; Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou 311121, China; Cancer Center, Zhejiang University, Hangzhou 310058, China.
| | - Jian Chen
- Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China; Cancer Center, Zhejiang University, Hangzhou 310058, China.
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