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Tilsed CM, Brotman J, O’Brien S, Lee B, Moon E, Albelda SM. Identification and characterization of tissue resident memory T cells in malignant pleural effusions associated with non-small cell lung cancer. Immunohorizons 2025; 9:vlaf013. [PMID: 40285480 PMCID: PMC12032394 DOI: 10.1093/immhor/vlaf013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2025] [Accepted: 03/06/2025] [Indexed: 04/29/2025] Open
Abstract
Tissue resident memory T cells (TRM) play a critical role in cancer immunity and their presence in solid tumors is associated with improved prognosis and response to therapy. Although TRM have been identified and their function characterized in lung cancers, little is known regarding TRM outside of a tissue context, such as within malignant pleural effusions (MPE). As MPE are routinely drained and collected to manage symptoms, analysis of this fluid can provide an insight into the peri-tumoral environment. In this study, we performed flow cytometry and single cell RNAseq (scRNAseq) on MPE associated with non-small lung cancer and examined the phenotype and function of TRM. We found that 14% of CD8+ T cells and 6% of CD4+ T cells were TRM, as defined by the phenotype of CD45RO+CCR7-CD62L- and expressing 1 or both of CD69 and CD103. The scRNAseq revealed distinct clusters expressing TRM-associated genes including ITGAE and CD49A and lacking expression of SELL, CCR7, and IL7RA. TRM did not differ from other memory T cell subsets, such as T central memory (TCM) and T effector memory (TEM) cells, in expression of the inhibitory markers PD-1, TIGIT, and CD39. When TRM function was assessed by measuring the production of IFN-γ, TNF-α, and CD107a after stimulation with αnti-CD3 antibodies in vitro, TRM had comparable function to T effector cells (TE), indicating that despite expression of exhaustion markers these cells retained effector function. Finally, we found that CD69 expression, and not CD103 expression, on TRM was associated with production of effector cytokines.
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Affiliation(s)
- Caitlin M Tilsed
- Pulmonary, Critical Care, and Allergy Division, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Joshua Brotman
- Pulmonary, Critical Care, and Allergy Division, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Shaun O’Brien
- Informatics and Predictive Sciences, Mechanisms of Cancer Resistance, Bristol Myers Squibb, Cambridge, MA, United States
| | - Brennan Lee
- Informatics and Predictive Sciences, Mechanisms of Cancer Resistance, Bristol Myers Squibb, Cambridge, MA, United States
| | - Edmund Moon
- Pulmonary, Critical Care, and Allergy Division, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
| | - Steven M Albelda
- Pulmonary, Critical Care, and Allergy Division, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, United States
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Yu Y, Xie B, Wang J, Luo W, Yang M, Xiong Z, Huang G, Yang J, Tang Z, Qiao R, Yuan Z, He L, Chen T. Translational Selenium Nanoparticles Promotes Clinical Non-small-cell Lung Cancer Chemotherapy via Activating Selenoprotein-driven Immune Manipulation. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2025; 37:e2415818. [PMID: 40095246 DOI: 10.1002/adma.202415818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 03/03/2025] [Indexed: 03/19/2025]
Abstract
Reconstructing the tumor immune microenvironment is an effective strategy to enhance therapeutic efficacy limited by immunosuppression in non-small-cell lung cancer (NSCLC). In this study, it is found that selenium (Se) depletion and immune dysfunction are present in patients with advanced NSCLC compared with healthy volunteers. Surprisingly, Se deficiency resulted in decreased immunity and accelerated rapid tumor growth in the mice model, which further reveals that the correlation between micronutrient Se and lung cancer progression. This pioneering work achieves 500-L scale production of Se nanoparticles (SeNPs) at GMP level and utilizes it to reveal how and why the trace element Se can enhance clinical immune-mediated treatment efficacy against NSCLC. The results found that translational SeNPs can promote the proliferation of NK cells and enhance its cytotoxicity against cancer cells by activating mTOR signaling pathway driven by GPXs to regulate the secretion of cytokines to achieve an antitumor response. Moreover, a clinical study of an Investigator-initiated Trial shows that translational SeNPs supplementation in combination with bevacizumab/cisplatin/pemetrexed exhibits enhanced therapeutic efficacy with an objective response rate of 83.3% and a disease control rate of 100%, through potentiating selenoprotein-driven antitumor immunity. Taken together, this study, for the first time, highlights the translational SeNPs-enhanced therapeutic efficacy against clinical advanced NSCLC.
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Affiliation(s)
- Yanzi Yu
- College of Chemistry and Materials Science, Department of Oncology and Nano-therapeutics Institute of The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Bin Xie
- College of Chemistry and Materials Science, Department of Oncology and Nano-therapeutics Institute of The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Jinlin Wang
- Pulmonary and Critical Care Medicine, Guangzhou Institute of Respiratory Health, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, State Key Laboratory of Respiratory Diseases, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
| | - Weizhan Luo
- Pulmonary and Critical Care Medicine, Guangzhou Institute of Respiratory Health, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, State Key Laboratory of Respiratory Diseases, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510120, China
| | - Meijin Yang
- College of Chemistry and Materials Science, Department of Oncology and Nano-therapeutics Institute of The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Zushuang Xiong
- College of Chemistry and Materials Science, Department of Oncology and Nano-therapeutics Institute of The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Guanning Huang
- College of Chemistry and Materials Science, Department of Oncology and Nano-therapeutics Institute of The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Jianwei Yang
- College of Chemistry and Materials Science, Department of Oncology and Nano-therapeutics Institute of The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Zhiying Tang
- College of Chemistry and Materials Science, Department of Oncology and Nano-therapeutics Institute of The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Rui Qiao
- College of Chemistry and Materials Science, Department of Oncology and Nano-therapeutics Institute of The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Zhongwen Yuan
- College of Chemistry and Materials Science, Department of Oncology and Nano-therapeutics Institute of The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Lizhen He
- College of Chemistry and Materials Science, Department of Oncology and Nano-therapeutics Institute of The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
| | - Tianfeng Chen
- College of Chemistry and Materials Science, Department of Oncology and Nano-therapeutics Institute of The First Affiliated Hospital, Jinan University, Guangzhou, 510632, China
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Ye L, Ryu H, Granadier D, Nguyen LT, Simoni Y, Dick I, Firth T, Rouse E, Chiang P, Lee YCG, Robinson BW, Creaney J, Newell EW, Redwood AJ. Stem-like exhausted CD8 T cells in pleural effusions predict improved survival in non-small cell lung cancer (NSCLC) and mesothelioma. Transl Lung Cancer Res 2024; 13:2352-2372. [PMID: 39430319 PMCID: PMC11484714 DOI: 10.21037/tlcr-24-284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Accepted: 08/05/2024] [Indexed: 10/22/2024]
Abstract
Background Anti-tumor CD8 T cells are important for immunity but can become 'exhausted' and hence ineffective. Tumor-infiltrating exhausted CD8+ T cells include less differentiated stem-like exhausted T (Texstem) cells and terminally exhausted T (Texterm) cells. Both subsets have been proposed as prognostic biomarkers in cancer patients. In this study, we retrospectively investigated their prognostic significance in patients with metastatic non-small cell lung cancer (NSCLC) and validated our findings in a mesothelioma cohort. Methods Pre-treatment malignant pleural effusions (PEs) from 43 NSCLC (41 non-squamous, 2 squamous) patients were analyzed by flow cytometry. The percentages of Texstem and Texterm CD8 T cells were correlated with overall survival (OS) after adjusting for clinicopathological variables. Findings were validated using a mesothelioma cohort (n=49). Mass cytometry was performed on 16 pre-treatment PE samples from 5 mesothelioma and 3 NSCLC patients for T-cell phenotyping. Single-cell multi-omics analysis was performed on 4 pre-treatment PE samples from 2 NSCLC patients and 2 mesothelioma patients for analysis of the transcriptomic profiles, surface markers and T cell receptor (TCR) repertoire. Results Higher frequency of Texstem was associated with significantly increased OS [median 9.9 vs. 3.4 months, hazard ratio (HR) 0.36, 95% CI: 0.16-0.79, P=0.01]. The frequency of Texterm was not associated with OS. These findings were validated in the mesothelioma cohort (high vs. low Texstem, median OS 32.1 vs. 19.8 months, HR 0.31, 95% CI: 0.10-0.96, P=0.04). Detailed single-cell sequencing and mass cytometry profiling revealed that exhausted T cells from NSCLC expressed greater stem-likeness and less inhibitory markers than those from mesothelioma and that Texstem cells also contained 'bystander' virus-specific T cells. Conclusions This study demonstrates that PE CD8 Texstem cell abundance is associated with better survival outcomes, and thus may be a useful prognostic biomarker.
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Affiliation(s)
- Linda Ye
- National Centre for Asbestos Related Diseases, Faculty of Health and Medical Science, University of Western Australia, Nedlands, WA, Australia
| | - Heeju Ryu
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Centre, Seattle, WA, USA
- School of Medicine, Sungkyunkwan University, Suwon, Republic of Korea
| | - David Granadier
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Centre, Seattle, WA, USA
- School of Medicine, University of Washington, Seattle, WA, USA
| | - Long T. Nguyen
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Centre, Seattle, WA, USA
| | - Yannick Simoni
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Centre, Seattle, WA, USA
| | - Ian Dick
- School of Biomedical Science, University of Western Australia, Nedlands, WA, Australia
| | - Tina Firth
- National Centre for Asbestos Related Diseases, Faculty of Health and Medical Science, University of Western Australia, Nedlands, WA, Australia
| | - Ebony Rouse
- National Centre for Asbestos Related Diseases, Faculty of Health and Medical Science, University of Western Australia, Nedlands, WA, Australia
| | - Peter Chiang
- National Centre for Asbestos Related Diseases, Faculty of Health and Medical Science, University of Western Australia, Nedlands, WA, Australia
| | - Y. C. Gary Lee
- School of Biomedical Science, University of Western Australia, Nedlands, WA, Australia
- Institute for Respiratory Health, University of Western Australia, Nedlands, WA, Australia
| | - Bruce W. Robinson
- National Centre for Asbestos Related Diseases, Faculty of Health and Medical Science, University of Western Australia, Nedlands, WA, Australia
- School of Biomedical Science, University of Western Australia, Nedlands, WA, Australia
- Department of Respiratory Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
| | - Jenette Creaney
- National Centre for Asbestos Related Diseases, Faculty of Health and Medical Science, University of Western Australia, Nedlands, WA, Australia
- Institute for Respiratory Health, University of Western Australia, Nedlands, WA, Australia
- Department of Respiratory Medicine, Sir Charles Gairdner Hospital, Nedlands, WA, Australia
| | - Evan W. Newell
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Centre, Seattle, WA, USA
| | - Alec J. Redwood
- National Centre for Asbestos Related Diseases, Faculty of Health and Medical Science, University of Western Australia, Nedlands, WA, Australia
- School of Biomedical Science, University of Western Australia, Nedlands, WA, Australia
- Institute for Respiratory Health, University of Western Australia, Nedlands, WA, Australia
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Mosleh B, Hammer B, El-Gazzar A, Kramer M, Ayazseven S, Bernitzky D, Geleff S, Idzko M, Gompelmann D, Hoda MA. Evaluation of PD-1 and interleukin-10-receptor expression by T lymphocytes in malignant and benign pleural effusions. Clin Exp Med 2024; 24:228. [PMID: 39325190 PMCID: PMC11427529 DOI: 10.1007/s10238-024-01485-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 09/02/2024] [Indexed: 09/27/2024]
Abstract
PD-1 (programmed cell death protein-1)/PD-L1 (programmed cell death ligand 1) as well as IL-10 (interleukin-10)/IL-10R (interleukin-10 receptor) interactions play a major role in tumor immune evasion in various malignancies. Several studies investigated the expression of PD-1 on T lymphocytes in pleural effusions (PE) in patients with malignant diseases. However, results in malignant pleural effusions (MPE) compared to benign PE (BPE) are underreported. In this prospective study, 51 patients (median age 66 years, IQR 54-78, 47% male) with PE of malignant or benign origin at the Medical University of Vienna between March 2021 and November 2022 were enrolled and divided into three groups according to the cytological results (group 1: MPE [n = 24, 47%]; group 2: BPE in malignant disease [n = 22, 43%]; group 3: BPE in benign disease [n = 5, 10%]). In the cytological samples, T cells were analyzed for the expression of PD-1 and IL-10R via flow cytometry. In MPE, the proportion of PD-1+ T lymphocytes on CD4+ cells was significantly lower than in BPE (40.1 vs. 56.3 in group 1 vs. 3, p = 0.019). Moreover, a significantly lower expression of PD-1+ IL-10R+ CD8+ (9.6 vs. 35.2 in group 1 vs. 2, p = 0.016; 9.6 vs. 25.0 in group 1 vs. 3, p = 0.032) and a significantly higher expression of PD-1-IL-10R-CD8+ T lymphocytes (43.7 vs. 14.0 in group1 vs. 2, p = 0.045; 43.7 vs. 23.3 in group 1 vs. 3, p = 0.032) were observed in MPE when compared to BPE. The frequency of T cells expressing PD-1 and IL-10R on CD8+ T cells is significantly lower in MPE compared to BPE regardless of the underlying disease indicating a different microenvironment in PE driven by the presence of tumor cells. Our observation spotlights the possible involvement of PD-1 and IL-10R in MPE.
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Affiliation(s)
- B Mosleh
- Department of Thoracic Surgery, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
| | - B Hammer
- Division of Pulmonology, Department of Internal Medicine II, Comprehensive Cancer Center Vienna, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
- Early Life Origins of Chronic Lung Diseases, Research Center Borstel - Leibniz Lung Center, Member of the German Center for Lung Research (DZL), Borstel, Germany
| | - A El-Gazzar
- Division of Pulmonology, Department of Internal Medicine II, Comprehensive Cancer Center Vienna, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - M Kramer
- Division of Pulmonology, Department of Internal Medicine II, Comprehensive Cancer Center Vienna, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - S Ayazseven
- Division of Pulmonology, Department of Internal Medicine II, Comprehensive Cancer Center Vienna, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - D Bernitzky
- Division of Pulmonology, Department of Internal Medicine II, Comprehensive Cancer Center Vienna, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - S Geleff
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - Marco Idzko
- Division of Pulmonology, Department of Internal Medicine II, Comprehensive Cancer Center Vienna, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria.
| | - D Gompelmann
- Division of Pulmonology, Department of Internal Medicine II, Comprehensive Cancer Center Vienna, Medical University of Vienna, Währinger Gürtel 18-20, 1090, Vienna, Austria
| | - M A Hoda
- Department of Thoracic Surgery, Comprehensive Cancer Center Vienna, Medical University of Vienna, Vienna, Austria
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Mahmood K, Wang H, Ji Z, Giovacchini CX, Wahidi MM, Dorry M, Shofer SL, Clarke JM, Antonia SJ, Shaz BH, Steadman K, Weinhold KJ, Yi J. Differences in microenvironment of lung cancer and pleural effusions by single-cell RNA sequencing. Lung Cancer 2024; 193:107847. [PMID: 38889499 DOI: 10.1016/j.lungcan.2024.107847] [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: 03/31/2024] [Revised: 05/20/2024] [Accepted: 06/04/2024] [Indexed: 06/20/2024]
Abstract
BACKGROUND Direct comparison of tumor microenvironment of matched lung cancer biopsies and pleural effusions (PE) from the same patients is critical in understanding tumor biology but has not been performed. This is the first study to compare the lung cancer and PE microenvironment by single-cell RNA sequencing (scRNA-seq). METHODS Matched lung cancer biopsies and PE were obtained prospectively from ten patients. We isolated CD45+ cells and performed scRNA-seq to compare the biopsies and PE. RESULTS PE had a higher proportion of CD4+ T cells but lower proportion of CD8+ T cells (False detection rate, FDR = 0.0003) compared to biopsies. There was a higher proportion of naïve CD4+ T cells (FDR = 0.04) and naïve CD8+ T cells (FDR = 0.0008) in PE vs. biopsies. On the other hand, there was a higher proportion of Tregs (FDR = 0.04), effector CD8+ (FDR = 0.006), and exhausted CD8+ T cells (FDR = 0.01) in biopsies. The expression of inflammatory genes in T cells was increased in biopsies vs. PE, including TNF, IFN-ɣ, IL-1R1, IL-1R2, IL-2, IL-12RB2, IL-18R1, and IL-18RAP (FDR = 0.009, 0.013, 0.029, 0.043, 0.009, 0.013, 0.004, and 0.003, respectively). The gene expression of exhaustion markers in T cells was also increased in tumor biopsies including PDCD1, CTLA4, LAG 3, HAVCR2, TIGIT, and CD160 (FDR = 0.008, 0.003, 0.002, 0.011, 0.006, and 0.049, respectively). CONCLUSIONS There is a higher proportion of naïve T cells and lower proportion of exhausted T cells and Tregs in PE compared to lung cancer biopsies, which can be leveraged for prognostic and therapeutic applications.
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Affiliation(s)
- Kamran Mahmood
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care, Duke University, Durham, NC, USA.
| | - Huimin Wang
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Zhicheng Ji
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Coral X Giovacchini
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care, Duke University, Durham, NC, USA
| | - Momen M Wahidi
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care, Duke University, Durham, NC, USA
| | - Michael Dorry
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care, Duke University, Durham, NC, USA
| | - Scott L Shofer
- Department of Medicine, Division of Pulmonary, Allergy and Critical Care, Duke University, Durham, NC, USA
| | - Jeffrey M Clarke
- Department of Medicine, Division of Medical Oncology, Duke University, Durham, NC, USA
| | - Scott J Antonia
- Department of Medicine, Division of Medical Oncology, Duke University, Durham, NC, USA
| | - Beth H Shaz
- Department of Pathology, Duke University, Durham, NC, USA
| | - Katelyn Steadman
- Duke Immune Profiling Core, Department of Surgery, Duke University, Durham, NC, USA
| | - Kent J Weinhold
- Duke Immune Profiling Core, Department of Surgery, Duke University, Durham, NC, USA
| | - John Yi
- Duke Immune Profiling Core, Department of Surgery, Duke University, Durham, NC, USA
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Sugita Y, Muraoka D, Demachi-Okamura A, Komuro H, Masago K, Sasaki E, Fukushima Y, Matsui T, Shinohara S, Takahashi Y, Nishida R, Takashima C, Yamaguchi T, Horio Y, Hashimoto K, Tanaka I, Hamana H, Kishi H, Miura D, Tanaka Y, Onoue K, Onoguchi K, Yamashita Y, Stratford R, Clancy T, Yamaguchi R, Kuroda H, Ishibashi H, Okubo K, Matsushita H. Candidate tumor-specific CD8 + T cell subsets identified in the malignant pleural effusion of advanced lung cancer patients by single-cell analysis. Oncoimmunology 2024; 13:2371556. [PMID: 38952674 PMCID: PMC11216099 DOI: 10.1080/2162402x.2024.2371556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 06/19/2024] [Indexed: 07/03/2024] Open
Abstract
Isolation of tumor-specific T cells and their antigen receptors (TCRs) from malignant pleural effusions (MPE) may facilitate the development of TCR-transduced adoptive cellular immunotherapy products for advanced lung cancer patients. However, the characteristics and markers of tumor-specific T-cells in MPE are largely undefined. To this end, to establish the phenotypes and antigen specificities of CD8+ T cells, we performed single-cell RNA and TCR sequencing of samples from three advanced lung cancer patients. Dimensionality reduction on a total of 4,983 CD8+ T cells revealed 10 clusters including naïve, memory, and exhausted phenotypes. We focused particularly on exhausted T cell clusters and tested their TCR reactivity against neoantigens predicted from autologous cancer cell lines. Four different TCRs specific for the same neoantigen and one orphan TCR specific for the autologous cell line were identified from one of the patients. Differential gene expression analysis in tumor-specific T cells relative to the other T cells identified CXCL13, as a candidate gene expressed by tumor-specific T cells. In addition to expressing CXCL13, tumor-specific T cells were present in a higher proportion of T cells co-expressing PDCD1(PD-1)/TNFRSF9(4-1BB). Furthermore, flow cytometric analyses in advanced lung cancer patients with MPE documented that those with high PD-1/4-1BB expression have a better prognosis in the subset of 57 adenocarcinoma patients (p = .039). These data suggest that PD-1/4-1BB co-expression might identify tumor-specific CD8+ T cells in MPE, which are associated with patients' prognosis. (233 words).
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Affiliation(s)
- Yusuke Sugita
- Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan
- Department of Thoracic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Daisuke Muraoka
- Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Ayako Demachi-Okamura
- Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Hiroyasu Komuro
- Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Katsuhiro Masago
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Eiichi Sasaki
- Department of Pathology and Molecular Diagnostics, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Yasunori Fukushima
- Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Takuya Matsui
- Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Shuichi Shinohara
- Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Yusuke Takahashi
- Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Reina Nishida
- Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Chieko Takashima
- Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan
| | - Teppei Yamaguchi
- Department of Thoracic Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Yoshitsugu Horio
- Department of Thoracic Oncology, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Kana Hashimoto
- Department of Respiratory Internal Medicine, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | - Ichidai Tanaka
- Department of Respiratory Medicine, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hiroshi Hamana
- Department of Immunology, Faculty of Medicine, Academic Assembly, University of Toyama, Toyama, Japan
| | - Hiroyuki Kishi
- Department of Immunology, Faculty of Medicine, Academic Assembly, University of Toyama, Toyama, Japan
| | - Daiki Miura
- AI Drug Development Division, NEC Corporation, Tokyo, Japan
| | - Yuki Tanaka
- AI Drug Development Division, NEC Corporation, Tokyo, Japan
| | - Kousuke Onoue
- AI Drug Development Division, NEC Corporation, Tokyo, Japan
| | | | | | | | - Trevor Clancy
- NEC OncoImmunity AS, Oslo Cancer Cluster, Oslo, Norway
| | - Rui Yamaguchi
- Division of Cancer System Biology, Aichi Cancer Center Research Institute, Nagoya, Japan
- Division of Cancer Informatics, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hiroaki Kuroda
- Department of Thoracic Surgery, Aichi Cancer Center Hospital, Nagoya, Japan
| | - Hironori Ishibashi
- Department of Thoracic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Kenichi Okubo
- Department of Thoracic Surgery, Tokyo Medical and Dental University, Tokyo, Japan
| | - Hirokazu Matsushita
- Division of Translational Oncoimmunology, Aichi Cancer Center Research Institute, Nagoya, Japan
- Division of Cancer Immunogenomics, Nagoya University Graduate School of Medicine, Nagoya, Japan
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7
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Laberiano-Fernandez C, Gan Q, Wang SM, Tamegnon A, Wistuba I, Yoon E, Roy-Chowdhuri S, Parra ER. Exploratory pilot study to characterize the immune landscapes of malignant pleural effusions and their corresponding primary tumors from patients with breast carcinoma and lung adenocarcinoma. J Am Soc Cytopathol 2024; 13:161-173. [PMID: 38519275 PMCID: PMC11969369 DOI: 10.1016/j.jasc.2024.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 02/21/2024] [Accepted: 02/23/2024] [Indexed: 03/24/2024]
Abstract
INTRODUCTION Malignant pleural effusion (MPE) is a frequent complication of advanced malignancies. In this pilot study, we characterized the immune landscapes of MPEs, compared them to their primary tumor (PT) samples from breast carcinoma (BC) and lung adenocarcinoma (LADC), and tested the utility of multiplexed image technology in cytological samples. MATERIALS AND METHODS We evaluated the immune contexture of 6 BC and 5 LADC MPEs and their PTs using 3 multiplex immunofluorescence panels. We explored the associations between sample characteristics and pleural effusion-free survival. RESULTS No MPE samples had positive programmed death-ligand 1 expression in malignant cells, although 3 of 11 PTs has positive programmed death-ligand 1 expression (more than 1% expression in malignant cells). Overall, in LADC samples, cluster of differentiation 3 (CD3)+ T cells and CD3+CD8+ cytotoxic T cells predominated (median percentages for MPEs versus PTs: 45.6% versus 40.7% and 4.7% versus 6.6%, respectively) compared with BC. CD68+ macrophages predominated in the BC samples (medians for MPEs 61.2% versus PTs for 57.1%) but not in the LADC samples. Generally in PTs, CD3+CD8+ forkhead box P3+ T cells and the median distances from the malignant cells to CD3+CD8+Ki67+ and CD3+ programmed cell death protein 1 + T cells correlated to earlier MPE after PT diagnosis. CONCLUSIONS The immune cell phenotypes in the MPEs and PTs were similar within each cancer type but different between BC versus LADC. An MPE analysis can potentially be used as a substitute for a PT analysis, but an expanded study of this topic is essential.
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Affiliation(s)
- Caddie Laberiano-Fernandez
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Qiong Gan
- Department of Anatomic Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sophia Mei Wang
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Auriole Tamegnon
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ignacio Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Esther Yoon
- Department of Anatomic Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Sinchita Roy-Chowdhuri
- Department of Anatomic Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Edwin Roger Parra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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8
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Tsimafeyeu I, Goutnik V, Shrainer I, Kosyrev V, Bondarenko A, Utyashev I. Intrapleural nivolumab in cancer patients with pleural effusion. J Cancer Res Ther 2024; 20:1036-1038. [PMID: 39023613 DOI: 10.4103/jcrt.jcrt_739_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Accepted: 09/28/2022] [Indexed: 07/20/2024]
Abstract
ABSTRACT We assessed the preliminary efficacy and toxicity of intrapleural instillation of nivolumab in patients with large pleural effusion. Patients with metastatic cancers who have a large volume of pleural effusion and required evacuation were eligible. Thoracentesis followed by nivolumab (40 mg, single intrapleural instillation) was performed. The primary endpoint was 3-month recurrence-free survival. A total of 13 patients were enrolled. The study was terminated after stage 1 as no efficacy was observed; 7 patients (54%) had a recurrence of pleural effusion at 3 months. Thirteen (100%) patients had no recurrence, dyspnea, or cough within 1 month, and the median time to recurrence was 1.9 months (95% confidence interval [CI], 1.35-2.5). No adverse events were identified. We concluded that a single intrapleural instillation of the nivolumab at 40 mg was ineffective and well-tolerated in cancer patients with pleural effusion.
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Affiliation(s)
| | | | - Igor Shrainer
- First City Hospital, Moscow, Russia
- Medscan Diagnostic Center, Moscow, Russia
| | | | | | - Igor Utyashev
- Institute of Oncology, Hadassah Medical Moscow, Moscow, Russia
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9
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Lv LL, Wang HB, Zhang YX, Zhai JW, Shen Y, Qu QX, Chen C. CD39 identifies a specific CD8 + T cell population in lung adenocarcinoma-related metastatic pleural effusion. BMC Immunol 2023; 24:53. [PMID: 38087217 PMCID: PMC10717623 DOI: 10.1186/s12865-023-00590-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Accepted: 11/27/2023] [Indexed: 12/18/2023] Open
Abstract
Malignant pleural effusion (MPE), which is a complex microenvironment that contains numerous immune and tumour signals, is common in lung cancer. Gene alterations, such as driver gene mutations, are believed to affect the components of tumour immunity in the microenvironment (TIME) of non-small-cell lung cancer. In this study, we have shown that pleural CD39 + CD8 + T cells are selectively elevated in lung adenocarcinoma (LUAD) with wild-type epidermal growth factor receptor (EGFRwt) compared to those with newly diagnosed mutant EGFR (EGFRmu). Furthermore, these CD39 + CD8 + T cells are more prevalent in MPE with acquired resistance to EGFR-tyrosine kinase inhibitors (AR-EGFR-TKIs). Our analysis reveals that pleural CD39 + CD8 + T cells exhibit an exhausted phenotype while still retaining cytolytic function. Additionally, they have a higher T cell receptor (TCR) repertoire clonality compared to CD39-CD8 + T cells, which is a unique characteristic of LUAD-related MPE. Further investigation has shown that TCR-Vβ clonality tends to be more enhanced in pleural CD39 + CD8 + T cells from MPE with AR-EGFR-TKIs. In summary, we have identified a subset of CD8 + T cells expressing CD39 in MPE, which may potentially be tumour-reactive CD8 + T cells. This study provides new insights into the dynamic immune composition of the EGFRmu tumour microenvironment.
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Affiliation(s)
- Lei-Lei Lv
- Department of Respiratory and Critical Medicine, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou, 215006, China
| | - Hong-Bin Wang
- Department of Respiratory and Critical Medicine, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou, 215006, China
| | - Yao-Xin Zhang
- Department of Respiratory and Critical Medicine, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou, 215006, China
| | - Jia-Wei Zhai
- Department of Respiratory and Critical Medicine, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou, 215006, China
| | - Yu Shen
- Clinical Immunology Institute, The First Affiliated Hospital of Soochow University, 178 Ganjiang Road, Suzhou, 215006, China
| | - Qiu-Xia Qu
- Clinical Immunology Institute, The First Affiliated Hospital of Soochow University, 178 Ganjiang Road, Suzhou, 215006, China.
| | - Cheng Chen
- Department of Respiratory and Critical Medicine, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou, 215006, China.
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10
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Whitfield HJ, Berthelet J, Mangiola S, Bell C, Anderson RL, Pal B, Yeo B, Papenfuss AT, Merino D, Davis MJ. Single-cell RNA sequencing captures patient-level heterogeneity and associated molecular phenotypes in breast cancer pleural effusions. Clin Transl Med 2023; 13:e1356. [PMID: 37691350 PMCID: PMC10493486 DOI: 10.1002/ctm2.1356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 07/20/2023] [Accepted: 07/24/2023] [Indexed: 09/12/2023] Open
Abstract
BACKGROUND Malignant pleural effusions (MPEs) are a common complication of advanced cancers, particularly those adjacent to the pleura, such as lung and breast cancer. The pathophysiology of MPE formation remains poorly understood, and although MPEs are routinely used for the diagnosis of breast cancer patients, their composition and biology are poorly understood. It is difficult to distinguish invading malignant cells from resident mesothelial cells and to identify the directionality of interactions between these populations in the pleura. There is a need to characterize the phenotypic diversity of breast cancer cell populations in the pleural microenvironment, and investigate how this varies across patients. METHODS Here, we used single-cell RNA-sequencing to study the heterogeneity of 10 MPEs from seven metastatic breast cancer patients, including three Miltenyi-enriched samples using a negative selection approach. This dataset of almost 65 000 cells was analysed using integrative approaches to compare heterogeneous cell populations and phenotypes. RESULTS We identified substantial inter-patient heterogeneity in the composition of cell types (including malignant, mesothelial and immune cell populations), in expression of subtype-specific gene signatures and in copy number aberration patterns, that captured variability across breast cancer cell populations. Within individual MPEs, we distinguished mesothelial cell populations from malignant cells using key markers, the presence of breast cancer subtype expression patterns and copy number aberration patterns. We also identified pleural mesothelial cells expressing a cancer-associated fibroblast-like transcriptomic program that may support cancer growth. CONCLUSIONS Our dataset presents the first unbiased assessment of breast cancer-associated MPEs at a single cell resolution, providing the community with a valuable resource for the study of MPEs. Our work highlights the molecular and cellular diversity captured in MPEs and motivates the potential use of these clinically relevant biopsies in the development of targeted therapeutics for patients with advanced breast cancer.
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Affiliation(s)
- Holly J. Whitfield
- Department of Medical Biology, The Faculty of MedicineDentistry and Health Science, The University of MelbourneCarltonVictoriaAustralia
- Bioinformatics DivisionThe Walter and Eliza Hall Institute of Medical ResearchParkvilleVictoriaAustralia
| | - Jean Berthelet
- Olivia Newton‐John Cancer Research InstituteHeidelbergVictoriaAustralia
- School of Cancer MedicineLa Trobe UniversityBundooraVictoriaAustralia
| | - Stefano Mangiola
- Department of Medical Biology, The Faculty of MedicineDentistry and Health Science, The University of MelbourneCarltonVictoriaAustralia
- Bioinformatics DivisionThe Walter and Eliza Hall Institute of Medical ResearchParkvilleVictoriaAustralia
| | - Caroline Bell
- Olivia Newton‐John Cancer Research InstituteHeidelbergVictoriaAustralia
- School of Cancer MedicineLa Trobe UniversityBundooraVictoriaAustralia
| | - Robin L. Anderson
- Olivia Newton‐John Cancer Research InstituteHeidelbergVictoriaAustralia
- School of Cancer MedicineLa Trobe UniversityBundooraVictoriaAustralia
- Peter MacCallum Cancer CentreParkvilleVictoriaAustralia
- Department of Clinical Pathology, Faculty of MedicineDentistry and Health Science, The University of MelbourneCarltonVictoriaAustralia
| | - Bhupinder Pal
- Olivia Newton‐John Cancer Research InstituteHeidelbergVictoriaAustralia
- School of Cancer MedicineLa Trobe UniversityBundooraVictoriaAustralia
| | - Belinda Yeo
- Olivia Newton‐John Cancer Research InstituteHeidelbergVictoriaAustralia
- School of Cancer MedicineLa Trobe UniversityBundooraVictoriaAustralia
- Austin HealthHeidelbergVictoriaAustralia
| | - Anthony T. Papenfuss
- Department of Medical Biology, The Faculty of MedicineDentistry and Health Science, The University of MelbourneCarltonVictoriaAustralia
- Bioinformatics DivisionThe Walter and Eliza Hall Institute of Medical ResearchParkvilleVictoriaAustralia
- Department of Clinical Pathology, Faculty of MedicineDentistry and Health Science, The University of MelbourneCarltonVictoriaAustralia
- Sir Peter MacCallum Department of OncologyThe University of MelbourneCarltonVictoriaAustralia
| | - Delphine Merino
- Department of Medical Biology, The Faculty of MedicineDentistry and Health Science, The University of MelbourneCarltonVictoriaAustralia
- Olivia Newton‐John Cancer Research InstituteHeidelbergVictoriaAustralia
- School of Cancer MedicineLa Trobe UniversityBundooraVictoriaAustralia
- Immunology DivisionThe Walter and Eliza Hall Institute of Medical ResearchParkvilleVictoriaAustralia
| | - Melissa J. Davis
- Department of Medical Biology, The Faculty of MedicineDentistry and Health Science, The University of MelbourneCarltonVictoriaAustralia
- Bioinformatics DivisionThe Walter and Eliza Hall Institute of Medical ResearchParkvilleVictoriaAustralia
- Department of Clinical Pathology, Faculty of MedicineDentistry and Health Science, The University of MelbourneCarltonVictoriaAustralia
- The University of Queensland Diamantina InstituteThe University of QueenslandBrisbaneQueenslandAustralia
- The South Australian Immunogenomics Cancer InstituteThe University of AdelaideAdelaideSouth AustraliaAustralia
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Tsimafeyeu I, Goutnik V, Shrainer I, Kosyrev V, Bondarenko A, Utyashev I. Multicenter phase 2 study of intrapleural nivolumab in patients with metastatic non-small cell lung cancer and pleural effusion. Am J Cancer Res 2023; 13:1103-1106. [PMID: 37034218 PMCID: PMC10077040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 03/11/2023] [Indexed: 04/11/2023] Open
Abstract
About 40% of patients with non-small cell lung cancer (NSCLC) developed pleural effusions at some time during the course of their disease. Preliminary results from our Phase 2 multicentre clinical trial (Cohort 1) demonstrated the safety of intrapleural nivolumab in cancer patients. In Cohort 2 we assessed the preliminary efficacy and toxicity of intrapleural instillation of the nivolumab in patients with metastatic NSCLC and large pleural effusion requiring evacuation. Thoracentesis followed by nivolumab (40 mg, single intrapleural instillation) was performed. The primary endpoint was 3-month recurrence-free survival. Simon's two-stage design was used, with 13 patients planned for stage 1. If 11 or more patients did not have a pleural effusion after 3 months, an additional 35 patients were planned to be accrued for a total of 48. A total of 13 patients were enrolled. This study did not meet its primary endpoint and was terminated. Eight patients (61.5%) had a recurrence of pleural effusion at 3 months. The median time to recurrence was 1.84 months (95% CI 1.19-2.49). No adverse events were identified. We concluded that a single intrapleural instillation of the nivolumab at 40 mg was ineffective and well-tolerated in patients with metastatic NSCLC and pleural effusion.
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Affiliation(s)
| | | | - Igor Shrainer
- First City HospitalMoscow, Russia
- Medscan Diagnostic CenterMoscow, Russia
| | | | | | - Igor Utyashev
- Institute of Oncology, Hadassah Medical MoscowMoscow, Russia
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12
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Yang L, Wang Y. Malignant pleural effusion diagnosis and therapy. Open Life Sci 2023; 18:20220575. [PMID: 36874629 PMCID: PMC9975958 DOI: 10.1515/biol-2022-0575] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 01/09/2023] [Accepted: 01/22/2023] [Indexed: 03/06/2023] Open
Abstract
Malignant pleural effusion (MPE) is a serious complication of advanced tumor, with relatively high morbidity and mortality rates, and can severely affect the quality of life and survival of patients. The mechanisms of MPE development are not well defined, but much research has been conducted to gain a deeper understanding of this process. In recent decades, although great progress has been made in the management of MPE, the diagnosis and treatment of MPE are still major challenges for clinicians. In this article, we provide a review of the research advances in the mechanisms of MPE development, diagnosis and treatment approaches. We aim to offer clinicians an overview of the latest evidence on the management of MPE, which should be individualized to provide comprehensive interventions for patients in accordance with their wishes, health status, prognosis and other factors.
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Affiliation(s)
- Liangliang Yang
- Department of Thoracic Surgery, China-Japan Union Hospital of Jilin University, No. 126 Xiantai Street, Erdao District, Changchun 130033, China
| | - Yue Wang
- Department of Thoracic Surgery, China-Japan Union Hospital of Jilin University, No. 126 Xiantai Street, Erdao District, Changchun 130033, China
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13
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A PD-L1-targeting chimeric switch receptor enhances efficacy of CAR-T cell for pleural and peritoneal metastasis. Signal Transduct Target Ther 2022; 7:380. [PMID: 36402752 PMCID: PMC9675732 DOI: 10.1038/s41392-022-01198-2] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 08/29/2022] [Accepted: 09/19/2022] [Indexed: 11/21/2022] Open
Abstract
Pleural and peritoneal metastasis accompanied by malignant pleural effusion (MPE) or malignant ascites (MA) is frequent in patients with advanced solid tumors that originate from the lung, breast, gastrointestinal tract and ovary. Regional delivery of CAR-T cells represents a new strategy to control tumor dissemination in serous cavities. However, malignant effusions constitute an immune-suppressive environment that potentially induces CAR-T cell dysfunction. Here, we demonstrated that the anti-tumor cytotoxicity of conventional 2nd-generation CAR-T cells was significantly inhibited by both the cellular and non-cellular components of MPE/MA, which was primarily attributed to impaired CAR-T cell proliferation and cytokine production in MPE/MA environment. Interestingly, we found that PD-L1 was widely expressed on freshly-isolated MPE/MA cells. Based on this feature, a novel PD-L1-targeting chimeric switch receptor (PD-L1.BB CSR) was designed, which can bind to PD-L1, switching the inhibitory signal into an additional 4-1BB signal. When co-expressed with a 2nd-generation CAR, PD-L1.BB CSR-modified CAR-T cells displayed superior fitness and enhanced functions in both culture medium and MPE/MA environment, causing rapid and durable eradication of pleural and peritoneal metastatic tumors in xenograft models. Further investigations revealed elevated expressions of T-cell activation, proliferation, and cytotoxicity-related genes, and we confirmed that PD-L1 scFv and 4-1BB intracellular domain, the two important components of PD-L1.BB CSR, were both necessary for the functional improvements of CAR-T cells. Overall, our study shed light on the clinical application of PD-L1.BB CSR-modified dual-targeting CAR-T cells. Based on this study, a phase I clinical trial was initiated in patients with pleural or peritoneal metastasis (NCT04684459).
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Zahedi S, Carvalho AS, Ejtehadifar M, Beck HC, Rei N, Luis A, Borralho P, Bugalho A, Matthiesen R. Assessment of a Large-Scale Unbiased Malignant Pleural Effusion Proteomics Study of a Real-Life Cohort. Cancers (Basel) 2022; 14:cancers14184366. [PMID: 36139528 PMCID: PMC9496668 DOI: 10.3390/cancers14184366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 08/29/2022] [Accepted: 09/01/2022] [Indexed: 11/29/2022] Open
Abstract
Simple Summary Pleural effusion (PE) occurs as a consequence of various pathologies. Malignant effusion due to lung cancer is one of the most frequent causes. A method for accurate differentiation of malignant from benign PE is an unmet clinical need. Proteomics profiling of PE has shown promising results. However, mass spectrometry (MS) analysis typically involves the tedious elimination of abundant proteins before analysis, and clinical annotation of proteomics profiled cohorts is limited. This study compares the proteomes of malignant PE and nonmalignant PE, identifies lung cancer malignant markers in agreement with other studies, and identifies markers strongly associated with patient survival. Abstract Background: Pleural effusion (PE) is common in advanced-stage lung cancer patients and is related to poor prognosis. Identification of cancer cells is the standard method for the diagnosis of a malignant PE (MPE). However, it only has moderate sensitivity. Thus, more sensitive diagnostic tools are urgently needed. Methods: The present study aimed to discover potential protein targets to distinguish malignant pleural effusion (MPE) from other non-malignant pathologies. We have collected PE from 97 patients to explore PE proteomes by applying state-of-the-art liquid chromatography-mass spectrometry (LC-MS) to identify potential biomarkers that correlate with immunohistochemistry assessment of tumor biopsy or with survival data. Functional analyses were performed to elucidate functional differences in PE proteins in malignant and benign samples. Results were integrated into a clinical risk prediction model to identify likely malignant cases. Sensitivity, specificity, and negative predictive value were calculated. Results: In total, 1689 individual proteins were identified by MS-based proteomics analysis of the 97 PE samples, of which 35 were diagnosed as malignant. A comparison between MPE and benign PE (BPE) identified 58 differential regulated proteins after correction of the p-values for multiple testing. Furthermore, functional analysis revealed an up-regulation of matrix intermediate filaments and cellular movement-related proteins. Additionally, gene ontology analysis identified the involvement of metabolic pathways such as glycolysis/gluconeogenesis, pyruvate metabolism and cysteine and methionine metabolism. Conclusion: This study demonstrated a partial least squares regression model with an area under the curve of 98 and an accuracy of 0.92 when evaluated on the holdout test data set. Furthermore, highly significant survival markers were identified (e.g., PSME1 with a log-rank of 1.68 × 10−6).
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Affiliation(s)
- Sara Zahedi
- iNOVA4Health, NOVA Medical School (NMS), Faculdade de Ciências Médicas (FCM), Universidade Nova de Lisboa, 1150-082 Lisbon, Portugal
| | - Ana Sofia Carvalho
- iNOVA4Health, NOVA Medical School (NMS), Faculdade de Ciências Médicas (FCM), Universidade Nova de Lisboa, 1150-082 Lisbon, Portugal
| | - Mostafa Ejtehadifar
- iNOVA4Health, NOVA Medical School (NMS), Faculdade de Ciências Médicas (FCM), Universidade Nova de Lisboa, 1150-082 Lisbon, Portugal
| | - Hans C. Beck
- Department of Clinical Biochemistry, Odense University Hospital, 5000 Odense, Denmark
| | - Nádia Rei
- iNOVA4Health, NOVA Medical School (NMS), Faculdade de Ciências Médicas (FCM), Universidade Nova de Lisboa, 1150-082 Lisbon, Portugal
| | - Ana Luis
- Hospital CUF Descobertas, CUF Oncologia, 1998-018 Lisbon, Portugal
| | - Paula Borralho
- Hospital CUF Descobertas, CUF Oncologia, 1998-018 Lisbon, Portugal
| | - António Bugalho
- iNOVA4Health, NOVA Medical School (NMS), Faculdade de Ciências Médicas (FCM), Universidade Nova de Lisboa, 1150-082 Lisbon, Portugal
- Hospital CUF Descobertas, CUF Oncologia, 1998-018 Lisbon, Portugal
- Correspondence: (A.B.); (R.M.)
| | - Rune Matthiesen
- iNOVA4Health, NOVA Medical School (NMS), Faculdade de Ciências Médicas (FCM), Universidade Nova de Lisboa, 1150-082 Lisbon, Portugal
- Correspondence: (A.B.); (R.M.)
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15
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Kawachi H, Tamiya M, Taniguchi Y, Yokoyama T, Yokoe S, Oya Y, Imaji M, Okabe F, Kanazu M, Sakata Y, Uematsu S, Tanaka S, Arai D, Saito G, Kobe H, Miyauchi E, Okada A, Hara S, Kumagai T. Efficacy of Immune Checkpoint Inhibitor With or Without Chemotherapy for Non–Squamous Non-Small Cell Lung Cancer with Malignant Pleural Effusion: A Retrospective Multicenter Cohort Study. JTO Clin Res Rep 2022; 3:100355. [PMID: 35769388 PMCID: PMC9234704 DOI: 10.1016/j.jtocrr.2022.100355] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 05/30/2022] [Accepted: 05/31/2022] [Indexed: 11/04/2022] Open
Abstract
Introduction Malignant pleural effusion (MPE) is associated with poor treatment outcome in patients with NSCLC receiving immune checkpoint inhibitors (ICIs). ICIs and chemotherapy (ICI/Chemo) combination therapy is currently the standard therapy for NSCLC, and some ICI/Chemo regimens for nonsquamous (non-Sq) NSCLC contain bevacizumab (BEV), which is effective for controlling MPE and may enhance immune response. This study aimed to determine the optimal first-line treatment for this clinical population. Methods We retrospectively enrolled consecutive patients with non-Sq NSCLC with MPE who received ICI/Chemo or pembrolizumab monotherapy. Treatment outcomes were analyzed in patients with programmed death-ligand 1 (PD-L1) tumor proportion score more than or equal to 50% who were administered ICI/Chemo or pembrolizumab monotherapy (PD-L1 high cohort) and in patients with any PD-L1 status, treated with ICI/Chemo with or without BEV (ICI/Chemo cohort). We used propensity score matching (PSM) to reduce bias. Results PD-L1 high and ICI/Chemo cohorts included 143 and 139 patients, respectively. In PD-L1 high cohort, 37 patients received ICI/Chemo. With PSM, the median progression-free survival was significantly longer in the ICI/Chemo group than in the pembrolizumab group (11.1 versus 3.9 mo, respectively, p = 0.0409). In the ICI/Chemo cohort, 23 patients received BEV. With PSM, no significant difference occurred in median progression-free survival between BEV and non-BEV groups (6.1 versus 7.4 mo, p = 0.9610). Conclusion ICI/Chemo seemed more effective than pembrolizumab monotherapy for patients with non-Sq NSCLC with MPE. Nevertheless, the synergistic effect of BEV with ICI/Chemo may be limited. Further studies are needed to clarify the key factor in the tumor-induced immunosuppression environment in these patients.
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Fucà G, Cohen R, Lonardi S, Shitara K, Elez ME, Fakih M, Chao J, Klempner SJ, Emmett M, Jayachandran P, Bergamo F, García MD, Mazzoli G, Provenzano L, Colle R, Svrcek M, Ambrosini M, Randon G, Shah AT, Salati M, Fenocchio E, Salvatore L, Chida K, Kawazoe A, Conca V, Curigliano G, Corti F, Cremolini C, Overman M, Andre T, Pietrantonio F. Ascites and resistance to immune checkpoint inhibition in dMMR/MSI-H metastatic colorectal and gastric cancers. J Immunother Cancer 2022; 10:e004001. [PMID: 35110358 PMCID: PMC8811606 DOI: 10.1136/jitc-2021-004001] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/06/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Despite unprecedented benefit from immune checkpoint inhibitors (ICIs) in patients with mismatch repair deficient (dMMR)/microsatellite instability high (MSI-H) advanced gastrointestinal cancers, a relevant proportion of patients shows primary resistance or short-term disease control. Since malignant effusions represent an immune-suppressed niche, we investigated whether peritoneal involvement with or without ascites is a poor prognostic factor in patients with dMMR/MSI-H metastatic colorectal cancer (mCRC) and gastric cancer (mGC) receiving ICIs. METHODS We conducted a global multicohort study at Tertiary Cancer Centers and collected clinic-pathological data from a cohort of patients with dMMR/MSI-H mCRC treated with anti-PD-(L)1 ±anti-CTLA-4 agents at 12 institutions (developing set). A cohort of patients with dMMR/MSI-high mGC treated with anti-PD-1 agents±chemotherapy at five institutions was used as validating dataset. RESULTS The mCRC cohort included 502 patients. After a median follow-up of 31.2 months, patients without peritoneal metastases and those with peritoneal metastases and no ascites had similar outcomes (adjusted HR (aHR) 1.15, 95% CI 0.85 to 1.56 for progression-free survival (PFS); aHR 0.96, 95% CI 0.65 to 1.42 for overall survival (OS)), whereas inferior outcomes were observed in patients with peritoneal metastases and ascites (aHR 2.90, 95% CI 1.70 to 4.94; aHR 3.33, 95% CI 1.88 to 5.91) compared with patients without peritoneal involvement. The mGC cohort included 59 patients. After a median follow-up of 17.4 months, inferior PFS and OS were reported in patients with peritoneal metastases and ascites (aHR 3.83, 95% CI 1.68 to 8.72; aHR 3.44, 95% CI 1.39 to 8.53, respectively), but not in patients with only peritoneal metastases (aHR 1.87, 95% CI 0.64 to 5.46; aHR 2.15, 95% CI 0.64 to 7.27) when compared with patients without peritoneal involvement. CONCLUSIONS Patients with dMMR/MSI-H gastrointestinal cancers with peritoneal metastases and ascites should be considered as a peculiar subgroup with highly unfavorable outcomes to current ICI-based therapies. Novel strategies to target the immune-suppressive niche in malignant effusions should be investigated, as well as next-generation ICIs or intraperitoneal approaches.
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Affiliation(s)
- Giovanni Fucà
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Romain Cohen
- Sorbonne Université, Department of Medical Oncology, Hôpital Saint-Antoine, AP-HP and INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe labellisée par la Ligue Nationale contre le Cancer, Paris, France
| | - Sara Lonardi
- Medical Oncology 3 and Medical Oncology 1, Istituto Oncologico Veneto IOV-IRCSS, Padua, Italy
| | - Kohei Shitara
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Maria Elena Elez
- Department of Medical Oncology, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Institute of Oncology (VHIO), Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Marwan Fakih
- Department of Medical Oncology and Therapeutic Research, City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Joseph Chao
- Department of Medical Oncology and Therapeutic Research, City of Hope Comprehensive Cancer Center, Duarte, California, USA
| | - Samuel J Klempner
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Matthew Emmett
- Mass General Cancer Center and Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Priya Jayachandran
- Division of Medical Oncology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Francesca Bergamo
- Medical Oncology 1, Istituto Oncologico Veneto IOV-IRCSS, Padua, Italy
| | - Marc Díez García
- Department of Medical Oncology, Vall d'Hebron Barcelona Hospital Campus, Vall d'Hebron Institute of Oncology (VHIO), Universitat Autonoma de Barcelona, Barcelona, Spain
| | - Giacomo Mazzoli
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Leonardo Provenzano
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Raphael Colle
- Sorbonne Université, Department of Medical Oncology, Hôpital Saint-Antoine, AP-HP and INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe labellisée par la Ligue Nationale contre le Cancer, Paris, France
| | - Magali Svrcek
- Sorbonne Université, Department of Pathology, Hôpital Saint-Antoine, AP-HP, and INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe labellisée par la Ligue Nationale contre le Cancer, Paris, France
| | - Margherita Ambrosini
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Giovanni Randon
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | | | - Massimiliano Salati
- Division of Oncology, Department of Oncology and Hematology, University Hospital of Modena, PhD Clinical and Experimental Medicine (CEM), University of Modena and Reggio Emilia, Modena, Italy
| | - Elisabetta Fenocchio
- Multidisciplinary Outpatient Oncology Clinic, Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
| | - Lisa Salvatore
- Department of Medical Oncology, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Keigo Chida
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Akihito Kawazoe
- Department of Gastroenterology and Gastrointestinal Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Veronica Conca
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Giuseppe Curigliano
- European Institute of Oncology (IEO), IRCCS, Milan, Italy
- Department of Oncology and Hemato-oncology, University of Milan, Milan, Italy
| | - Francesca Corti
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - Chiara Cremolini
- Unit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, Pisa, Italy
| | - Michael Overman
- Department of Gastrointestinal Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Thierry Andre
- Sorbonne Université, Department of Medical Oncology, Hôpital Saint-Antoine, AP-HP and INSERM, Unité Mixte de Recherche Scientifique 938, Centre de Recherche Saint-Antoine, Equipe Instabilité des Microsatellites et Cancer, Equipe labellisée par la Ligue Nationale contre le Cancer, Paris, France
| | - Filippo Pietrantonio
- Department of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
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