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Zhang X, Wang X, Wen Y, Chen S, Zhou C, Wu F. Single-cell transcriptomics reveal metastatic CLDN4+ cancer cells underlying the recurrence of malignant pleural effusion in patients with advanced non-small-cell lung cancer. Clin Transl Med 2024; 14:e1649. [PMID: 38629624 PMCID: PMC11022306 DOI: 10.1002/ctm2.1649] [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: 12/03/2023] [Revised: 02/29/2024] [Accepted: 03/17/2024] [Indexed: 04/19/2024] Open
Abstract
BACKGROUND Recurrent malignant pleural effusion (MPE) resulting from non-small-cell lung cancer (NSCLC) is easily refractory to conventional therapeutics and lacks predictive markers. The cellular or genetic signatures of recurrent MPE still remain largely uncertain. METHODS 16 NSCLC patients with pleural effusions were recruited, followed by corresponding treatments based on primary tumours. Non-recurrent or recurrent MPE was determined after 3-6 weeks of treatments. The status of MPE was verified by computer tomography (CT) and cytopathology, and the baseline pleural fluids were collected for single-cell RNA sequencing (scRNA-seq). Samples were then integrated and profiled. Cellular communications and trajectories were inferred by bioinformatic algorithms. Comparative analysis was conducted and the results were further validated by quantitative polymerase chain reaction (qPCR) in a larger MPE cohort from the authors' centre (n = 64). RESULTS The scRNA-seq revealed that 33 590 cells were annotated as 7 major cell types and further characterized into 14 cell clusters precisely. The cell cluster C1, classified as Epithelial Cell Adhesion Molecule (EpCAM)+ metastatic cancer cell and correlated with activation of tight junction and adherence junction, was significantly enriched in the recurrent MPE group, in which Claudin-4 (CLDN4) was identified. The subset cell cluster C3 of C1, which was enriched in recurrent MPE and demonstrated a phenotype of ameboidal-type cell migration, also showed a markedly higher expression of CLDN4. Meanwhile, the expression of CLDN4 was positively correlated with E74 Like ETS Transcription Factor 3 (ELF3), EpCAM and Tumour Associated Calcium Signal Transducer 2 (TACSTD2), independent of driver-gene status. CLDN4 was also found to be associated with the expression of Hypoxia Inducible Factor 1 Subunit Alpha (HIF1A) and Vascular Endothelial Growth Factor A (VEGFA), and the cell cluster C1 was the major mediator in cellular communication of VEGFA signalling. In the extensive MPE cohort, a notably increased expression of CLDN4 in cells from pleural effusion among patients diagnosed with recurrent MPE was observed, compared with the non-recurrent group, which was also associated with a trend towards worse overall survival (OS). CONCLUSIONS CLDN4 could be considered as a predictive marker of recurrent MPE among patients with advanced NSCLC. Further validation for its clinical value in cohorts with larger sample size and in-depth mechanism studies on its biological function are warranted. TRIAL REGISTRATION Not applicable.
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Affiliation(s)
- Xiaoshen Zhang
- School of MedicineTongji UniversityShanghaiChina
- Department of Medical OncologyShanghai Pulmonary Hospital, Tongji University School of MedicineShanghaiChina
| | - Xuanhe Wang
- School of MedicineTongji UniversityShanghaiChina
- Department of Medical OncologyShanghai Pulmonary Hospital, Tongji University School of MedicineShanghaiChina
| | - Yaokai Wen
- School of MedicineTongji UniversityShanghaiChina
- Department of Medical OncologyShanghai Pulmonary Hospital, Tongji University School of MedicineShanghaiChina
| | - Shen Chen
- Department of Medical OncologyShanghai Pulmonary Hospital, Tongji University School of MedicineShanghaiChina
| | - Caicun Zhou
- Department of Medical OncologyShanghai Pulmonary Hospital, Tongji University School of MedicineShanghaiChina
| | - Fengying Wu
- Department of Medical OncologyShanghai Pulmonary Hospital, Tongji University School of MedicineShanghaiChina
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Gunturu DR, Hassan M, Bedi D, Datta P, Manne U, Samuel T. Unlocking the Potential of Therapy-Induced Cytokine Responses: Illuminating New Pathways in Cancer Precision Medicine. Curr Oncol 2024; 31:1195-1206. [PMID: 38534922 PMCID: PMC10968790 DOI: 10.3390/curroncol31030089] [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: 11/07/2023] [Revised: 02/14/2024] [Accepted: 02/19/2024] [Indexed: 05/26/2024] Open
Abstract
Precision cancer medicine primarily aims to identify individual patient genomic variations and exploit vulnerabilities in cancer cells to select suitable patients for specific drugs. These genomic features are commonly determined by gene sequencing prior to therapy, to identify individuals who would be most responsive. This precision approach in cancer therapeutics remains a powerful tool that benefits a smaller pool of patients, sparing others from unnecessary treatments. A limitation of this approach is that proteins, not genes, are the ultimate effectors of biological functions, and therefore the targets of therapeutics. An additional dimension in precision medicine that considers an individual's cytokine response to cancer therapeutics is proposed. Cytokine responses to therapy are multifactorial and vary among individuals. Thus, precision is dictated by the nature and magnitude of cytokine responses in the tumor microenvironment exposed to therapy. This review highlights cytokine responses as modules for precision medicine in cancer therapy, including potential challenges. For solid tumors, both detectability of cytokines in tissue fluids and their being amenable to routine sensitive analyses could address the difficulty of specimen collection for diagnosis and monitoring. Therefore, in precision cancer medicine, cytokines offer rational targets that can be utilized to enhance the efficacy of cancer therapy.
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Affiliation(s)
- Dilip R. Gunturu
- Department of Pathobiology, College of Veterinary Medicine, Tuskegee University, Tuskegee, AL 36088, USA;
| | - Mohammed Hassan
- Department of Biomedical Sciences, College of Veterinary Medicine, Tuskegee University, Tuskegee, AL 36088, USA (T.S.)
| | - Deepa Bedi
- Department of Pathobiology, College of Veterinary Medicine, Tuskegee University, Tuskegee, AL 36088, USA;
| | - Pran Datta
- School of Medicine-Medicine-Hematology & Oncology, University of Alabama at Birmingham, Birmingham, AL 35233, USA;
| | - Upender Manne
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL 35233, USA;
| | - Temesgen Samuel
- Department of Biomedical Sciences, College of Veterinary Medicine, Tuskegee University, Tuskegee, AL 36088, USA (T.S.)
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Mao X, Chen Y, Lu X, Jin S, Jiang P, Deng Z, Zhu X, Cai Q, Wu C, Kang S. Tissue resident memory T cells are enriched and dysfunctional in effusion of patients with malignant tumor. J Cancer 2023; 14:1223-1231. [PMID: 37215450 PMCID: PMC10197933 DOI: 10.7150/jca.83615] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 04/19/2023] [Indexed: 05/24/2023] Open
Abstract
Purpose Most malignant effusion is secondary to metastases to the pleura or peritoneum and portend poor oncological outcomes. Malignant effusion has different tumor microenvironment from primary tumor, containing a variety of cytokines and immune cells and directly contacting with tumor cells. However, the characteristic of CD4+ T cells and CD8+ T cells in malignant effusion remains unclear. Methods Malignant effusion including peritoneal ascites and pleural fluid from thirty-five patients with malignant tumor were collected and compared with matched blood. A detailed characterization of CD4+ T cells and CD8+ T cells in malignant effusion were conducted using flow cytometry and multiple cytokines assay. Results The concentration of IL-6 in malignant effusion was significantly higher than in blood. A substantial portion of T cells in malignant effusion were CD69+ and/ or CD103+ Trm cells. Most CD4+T and CD8+T cells in malignant effusion were exhausted T cells which expressed lower levels of cytokines, cytotoxic molecules and markedly higher levels of inhibitory receptor PD-1 compared with in blood. Conclusion Our study is the first to identify the presence of Trm cells in malignant effusion and will lay the foundation for future research on anti-tumor immunity of Trm cells in malignant effusion.
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Affiliation(s)
- Xueying Mao
- Clinical Research Center of Clifford Hospital, Guangzhou, P.R. China
| | - Yue Chen
- Cancer Center of Clifford Hospital, Guangzhou, P.R. China
| | - Xiulian Lu
- Obstetrics of Clifford Hospital, Guangzhou, P.R.China
| | - Shuiping Jin
- Clinical Research Center of Clifford Hospital, Guangzhou, P.R. China
| | - Piao Jiang
- Clinical Research Center of Clifford Hospital, Guangzhou, P.R. China
| | - Zhangfeng Deng
- Clinical Research Center of Clifford Hospital, Guangzhou, P.R. China
| | - Xiaoyun Zhu
- Clinical Research Center of Clifford Hospital, Guangzhou, P.R. China
| | - Qichun Cai
- Cancer Center of Clifford Hospital, Guangzhou, P.R. China
| | - Changyou Wu
- Clinical Research Center of Clifford Hospital, Guangzhou, P.R. China
| | - Shuangpeng Kang
- Academician Workstation, Hunan Key Laboratory of the Research and Development of Novel Pharmaceutical Preparations, Changsha Medical University, Changsha, P.R. China
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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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Sumer E, Hamitoglu M, Cumbul A, Ercan S, Bac N, Aydin A. Determination of In Vivo efficacy and safety of zeolite as a new pleurodesis agent. Toxicol Rep 2022; 9:1754-1765. [DOI: 10.1016/j.toxrep.2022.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 08/28/2022] [Accepted: 09/07/2022] [Indexed: 11/28/2022] Open
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Zablockis R, Danila E, Gruslys V, Cincilevičiūtė G. Systemic Inflammatory Response to Different Sclerosing Agents as a Predictor of Pleurodesis Outcome. In Vivo 2021; 35:2391-2398. [PMID: 34182522 DOI: 10.21873/invivo.12516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 04/18/2021] [Accepted: 04/20/2021] [Indexed: 11/10/2022]
Abstract
BACKGROUND/AIM The objectives of this study were to evaluate systemic inflammation using different sclerosing agents and to estimate the prediction of systemic inflammation for the efficacy of pleurodesis. PATIENTS AND METHODS Ninety-six patients with recurrent and symptomatic malignant pleural effusion were enrolled in this retrospective study. We used serum C-reactive protein (CRP) levels, serum leukocyte counts and neutrophil-to-lymphocyte ratios (NLRs) as parameters of systemic inflammatory reactions. Evaluations of these parameters were performed before and 24 h after pleurodesis. RESULTS Pleurodesis was successful in 81 (84.4%) patients. The non-graded talc induced the highest changes in serum CRP levels, total white blood cell and neutrophil counts compared to other agents, while mitoxantrone induced the lowest. Graded talc and bleomycin induced the same levels of changes in serum CRP levels and serum leukocyte counts. The change in serum NLR was the same for all agent groups. Logistic regression confirmed that a change in serum CRP levels [odds ratio (OR)=0.92, p=0.002] and previous chemotherapy (OR=3.31, p=0.012) were independent predictors of pleurodesis efficacy. CONCLUSION Pleurodesis agents induced a systemic inflammatory response at different levels. The change in serum CRP levels could be useful for predicting the success of pleurodesis.
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Affiliation(s)
- Rolandas Zablockis
- Clinic of Chest Diseases, Immunology and Allergology, Institute of Clinical Medicine, Vilnius University, Vilnius, Lithuania; .,Centre of Pulmonology and Allergology, Santaros Klinikos, Vilnius University Hospital, Vilnius, Lithuania
| | - Edvardas Danila
- Clinic of Chest Diseases, Immunology and Allergology, Institute of Clinical Medicine, Vilnius University, Vilnius, Lithuania.,Centre of Pulmonology and Allergology, Santaros Klinikos, Vilnius University Hospital, Vilnius, Lithuania
| | - Vygantas Gruslys
- Clinic of Chest Diseases, Immunology and Allergology, Institute of Clinical Medicine, Vilnius University, Vilnius, Lithuania.,Centre of Pulmonology and Allergology, Santaros Klinikos, Vilnius University Hospital, Vilnius, Lithuania
| | - Giedrė Cincilevičiūtė
- Clinic of Chest Diseases, Immunology and Allergology, Institute of Clinical Medicine, Vilnius University, Vilnius, Lithuania.,Centre of Pulmonology and Allergology, Santaros Klinikos, Vilnius University Hospital, Vilnius, Lithuania
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