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Xu H, Du W, Jing X, Xie J, Li P. Development of a prognostic model for lung adenocarcinoma polarity-related genes and analysis of immune landscape. Biotechnol Appl Biochem 2024; 71:817-834. [PMID: 38475658 DOI: 10.1002/bab.2579] [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: 10/16/2023] [Accepted: 02/27/2024] [Indexed: 03/14/2024]
Abstract
Despite the progress made in the management of lung adenocarcinoma (LUAD), the overall prognosis for LUAD individuals remains suboptimal. While the role of cell polarity in tumor invasion and metastasis is well established, its prognostic significance in LUAD is still unknown. Differential analysis was performed on the Cancer Genome Atlas (TCGA)-LUAD and normal lung tissue, and candidate genes were identified by intersecting differentially expressed genes with polarity-related genes (PRGs). A prognostic model was constructed using univariate and multivariate Cox regression and LASSO regression. To enhance the robustness of the analysis, an independent prognostic analysis was conducted by incorporating relevant clinical information. The accuracy and sensitivity of the model were validated using survival analysis and ROC curves. Finally, immune landscape, immune therapy, tumor mutation burden, and drug sensitivity analysis were carried out on high- and low-risk patients. Ten prognostic genes were screened to divide LUAD patients into different risk groups. Survival analysis, ROC curves, and univariate/multivariate Cox regression analyses collectively demonstrated the favorable predictive performance of the model, which could be an independent prognostic factor. The nomogram, in conjunction with the calibration curve, demonstrated the model's compelling predictive capacity in prognosticating the overall survival of LUAD individuals. Low-risk LUAD patients exhibited heightened levels of immune cell infiltration, immune scores, and immune checkpoint expression compared to high-risk individuals. So, they may have a greater likelihood of benefiting from immune therapy. The high-risk group demonstrated a remarkably higher tumor mutation burden (TMB) in contrast with the low-risk group. XAV-939, Fulvestrant, and SR16157 may have potential value in the clinical use of LUAD. We revealed the potential linkage between PRGs and LUAD prognosis, and the application of these prognostic factors in risk stratification and prognosis prediction of LUAD patients may be of great significance.
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Affiliation(s)
- Hongqiu Xu
- Department of General Medicine, Huai'an Hospital of Huai'an City, Huai'an City, Jiangsu Province, China
| | - Wenqiang Du
- Department of General Medicine, Huai'an Hospital of Huai'an City, Huai'an City, Jiangsu Province, China
| | - Xuelong Jing
- Department of General Medicine, Huai'an Hospital of Huai'an City, Huai'an City, Jiangsu Province, China
| | - Jingen Xie
- Department of General Medicine, Huai'an Hospital of Huai'an City, Huai'an City, Jiangsu Province, China
| | - Pengfei Li
- Department of General Medicine, Huai'an Hospital of Huai'an City, Huai'an City, Jiangsu Province, China
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2
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Scheffges C, Devy J, Giustiniani J, Francois S, Cartier L, Merrouche Y, Foussat A, Potteaux S, Bensussan A, Marie-Cardine A. Identification of CD160-TM as a tumor target on triple negative breast cancers: possible therapeutic applications. Breast Cancer Res 2024; 26:28. [PMID: 38360636 PMCID: PMC10870674 DOI: 10.1186/s13058-024-01785-x] [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: 11/13/2023] [Accepted: 02/12/2024] [Indexed: 02/17/2024] Open
Abstract
BACKGROUND Despite major therapeutic advances, triple-negative breast cancer (TNBC) still presents a worth prognosis than hormone receptors-positive breast cancers. One major issue relies in the molecular and mutational heterogeneity of TNBC subtypes that is reinforced by the absence of reliable tumor-antigen that could serve as a specific target to further promote efficient tumor cell recognition and depletion. CD160 is a receptor mainly expressed by NK lymphocytes and presenting two isoforms, namely the GPI-anchored form (CD160-GPI) and the transmembrane isoform (CD160-TM). While CD160-GPI is constitutively expressed on resting cells and involved in the generation of NK cells' cytotoxic activity, CD160-TM is neo-synthesized upon activation and promotes the amplification of NK cells' killing ability. METHODS CD160 expression was assessed by immunohistochemistry (IHC) and flow cytometry on TNBC patient biopsies or cell lines, respectively. Antibody (Ab)-mediated tumor depletion was tested in vitro by performing antibody-dependent cell cytotoxicity (ADCC) and phagocytosis (ADCP) assays, and in vivo on a TNBC mouse model. RESULTS Preliminary data obtained by IHC on TNBC patients' tumor biopsies revealed an unconventional expression of CD160 by TNBC tumor cells. By using a specific but conformation-dependent anti-CD160-TM Ab, we established that CD160-TM, but not CD160-GPI, was expressed by TNBC tumor cells. A conformation-independent anti-CD160-TM mAb (22B12; muIgG2a isotype) was generated and selected according to pre-defined specificity and functional criterions. In vitro functional assays demonstrated that ADCC and ADCP could be induced in the presence of 22B12, resulting in TNBC cell line apoptosis. The ability of 22B12 to exert an in vivo anti-tumor activity was also demonstrated on a TNBC murine model. CONCLUSIONS Our data identify CD160-TM as a tumor marker for TNBC and provide a rational for the use of anti-CD160-TM antibodies as therapeutic tools in this tumor context.
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Affiliation(s)
- Claire Scheffges
- INSERM U976, HIPI, Team 1, 75010, Paris, France
- Université Paris Cité, IRSL, 75010, Paris, France
- Alderaan Biotechnology, 75005, Paris, France
| | - Jérôme Devy
- UMR CNRS/URCA 7369, MEDyC, Université de Reims-Champagne-Ardennes, 51100, Reims, France
| | | | | | - Lucille Cartier
- Département de Recherche, Institut Godinot, 51100, Reims, France
- UR7509, IRMAIC, Université de Reims-Champagne-Ardennes, 51097, Reims, France
| | - Yacine Merrouche
- Département de Recherche, Institut Godinot, 51100, Reims, France
- UR7509, IRMAIC, Université de Reims-Champagne-Ardennes, 51097, Reims, France
| | | | - Stéphane Potteaux
- UR7509, IRMAIC, Université de Reims-Champagne-Ardennes, 51097, Reims, France
| | - Armand Bensussan
- INSERM U976, HIPI, Team 1, 75010, Paris, France
- Université Paris Cité, IRSL, 75010, Paris, France
| | - Anne Marie-Cardine
- INSERM U976, HIPI, Team 1, 75010, Paris, France.
- Université Paris Cité, IRSL, 75010, Paris, France.
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Zhang L, Zhang A, Zhu X, Tian X, Guo J, He Q, Zhu L, Yuan S, Zhao C, Zhang X, Xu J. CD160 Signaling Is Essential for CD8+ T Cell Memory Formation via Upregulation of 4-1BB. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2023; 211:1367-1375. [PMID: 37695685 DOI: 10.4049/jimmunol.2200792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 08/18/2023] [Indexed: 09/13/2023]
Abstract
A better understanding of the regulatory mechanisms governing the development of memory CD8+ T cells could provide instructive insights into vaccination strategies and T cell-based immunotherapies. In this article, we showed that CD160 surface protein is required for CD8+ T cell memory formation. In the response to acute lymphocytic choriomeningitis virus infection in a mouse model, CD160 ablation resulted in the failure of the development of all three memory CD8+ T cell subsets (central, effective, and tissue-resident memory), concomitant with a skewed differentiation into short-lived effector T cells. Such memory-related defect was manifested by a diminished protection from viral rechallenge. Mechanistically, CD160 deficiency led to downregulation of 4-1BB in activated CD8+ T cells, which contributes to the impaired cell survival and decreased respiratory capacity. The nexus between CD160 and 4-1BB was substantiated by the observation that ectopic introduction of 4-1BB was able to largely complement the loss of CD160 in memory CD8+ T cell development. Collectively, our studies discovered that CD160, once thought to be a coinhibitor of T cell signaling, is an essential promoter of memory CD8+ T cell development via activation of the costimulatory molecule 4-1BB.
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Affiliation(s)
- Linxia Zhang
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Anli Zhang
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
- Department of Pathology, University of Texas Southwestern Medical Center, Dallas, TX
| | - Xinyu Zhu
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Xinmei Tian
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Jiaohan Guo
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Qian He
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Lingyan Zhu
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Songhua Yuan
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Chen Zhao
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
| | - Xiaoyan Zhang
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
- Institute of Clinical Science & Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Jianqing Xu
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China
- Institute of Clinical Science & Shanghai Key Laboratory of Organ Transplantation, Zhongshan Hospital, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
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Preechanukul A, Kronsteiner B, Saiprom N, Rochaikun K, Moonmueangsan B, Phunpang R, Ottiwet O, Kongphrai Y, Wapee S, Chotivanich K, Morakot C, Janon R, Dunachie SJ, Chantratita N. Identification and function of a novel human memory-like NK cell population expressing CD160 in melioidosis. iScience 2023; 26:107234. [PMID: 37520720 PMCID: PMC10372747 DOI: 10.1016/j.isci.2023.107234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 06/01/2023] [Accepted: 06/23/2023] [Indexed: 08/01/2023] Open
Abstract
NK cells are endowed with immunological memory to a range of pathogens but the development of NK cell memory in bacterial infections remains elusive. Here, we establish an assay inducing memory-like NK cell response to Burkholderia pseudomallei, the causative agent of the severe bacterial disease called melioidosis, and explore NK cell memory in a melioidosis patient cohort. We show that NK cells require bacteria-primed monocytes to acquire memory-like properties, demonstrated by bacteria-specific responses, features that strongly associate with CD160 expression. Induction of this memory-like NK cell is partly dependent on CD160 and IL-12R. Importantly, CD160 expression identifies memory-like NK cells in a cohort of recovered melioidosis patients with heightened responses maintained at least 3 months post hospital admission and reduced numbers of this cell population independently correlate with recurrent melioidosis. These newly identified memory-like NK cells are a promising target for future vaccine design and for monitoring protection against infection.
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Affiliation(s)
- Anucha Preechanukul
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Barbara Kronsteiner
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- NDM Centre for Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Natnaree Saiprom
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Kitilak Rochaikun
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Boonthanom Moonmueangsan
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Rungnapa Phunpang
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Orawan Ottiwet
- Department of Medical Technology and Clinical Pathology, Mukdahan Hospital, Mukdahan, Thailand
| | - Yuphin Kongphrai
- Department of Medical Technology and Clinical Pathology, Mukdahan Hospital, Mukdahan, Thailand
| | - Soonthon Wapee
- Department of Medical Technology and Clinical Pathology, Mukdahan Hospital, Mukdahan, Thailand
| | - Kesinee Chotivanich
- Department of Clinical Tropical Medicine, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
| | - Chumpol Morakot
- Department of Medicine, Mukdahan Hospital, Mukdahan, Thailand
| | - Rachan Janon
- Department of Medicine, Mukdahan Hospital, Mukdahan, Thailand
| | - Susanna J. Dunachie
- Peter Medawar Building for Pathogen Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- NDM Centre for Global Health Research, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
- Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Narisara Chantratita
- Department of Microbiology and Immunology, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol University, Bangkok, Thailand
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Oumeslakht L, Aziz AI, Bensussan A, Ben Mkaddem S. CD160 receptor in CLL: Current state and future avenues. Front Immunol 2022; 13:1028013. [PMID: 36420268 PMCID: PMC9676924 DOI: 10.3389/fimmu.2022.1028013] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 10/19/2022] [Indexed: 08/01/2023] Open
Abstract
CD160 is a glycosylphosphatidylinositol (GPI)-anchored cell surface glycoprotein expressed on cytotoxic natural killer (NK) cells and T-cell subsets. It plays a crucial role in the activation of NK-cell cytotoxicity and cytokine production. It also modulates the immune system and is involved in some pathologies, such as cancer. CD160 is abnormally expressed in B-cell chronic lymphocytic leukemia (CLL) but not expressed in normal B lymphocytes. Its expression in CLL enhances tumor cell proliferation and resistance to apoptosis. CD160 is also a potential prognostic marker for the detection of minimal residual disease (MRD) in CLL, which is important for the clinical management of CLL, the prevention of disease relapse, and the achievement of complete remission. In this review, we present an overview of CD160 and its involvement in the pathophysiology of CLL. We also discuss its use as a prognostic marker for the assessment of MRD in CLL.
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Affiliation(s)
- Loubna Oumeslakht
- Institute of Biological Sciences, Mohammed VI Polytechnic University, Ben-Guerir, Morocco
| | - Abdel-ilah Aziz
- Institute of Biological Sciences, Mohammed VI Polytechnic University, Ben-Guerir, Morocco
| | - Armand Bensussan
- INSERM U976, Université de Paris, Hôpital Saint Louis, Paris, France
- Institut Jean Godinot, Centre de Lutte Contre le Cancer, Reims, France
| | - Sanae Ben Mkaddem
- Institute of Biological Sciences, Mohammed VI Polytechnic University, Ben-Guerir, Morocco
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Morales VM, Christ A, Watt SM, Kim HS, Johnson KW, Utku N, Texieira AM, Mizoguchi A, Mizoguchi E, Russell GJ, Russell SE, Bhan AK, Freeman GJ, Blumberg RS. Regulation of Human Intestinal Intraepithelial Lymphocyte Cytolytic Function by Biliary Glycoprotein (CD66a). THE JOURNAL OF IMMUNOLOGY 1999. [DOI: 10.4049/jimmunol.163.3.1363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Abstract
Human small intestinal intraepithelial lymphocytes (iIEL) are a unique population of CD8αβ+ TCR-αβ+ but CD28− T lymphocytes that may function in intestinal epithelial cell immunosurveillance. In an attempt to define novel cell surface molecules involved in iIEL function, we raised several mAbs against activated iIELs derived from the small intestine that recognized an Ag on activated, but not resting, iIELs. Using expression cloning and binding studies with Fc fusion proteins and transfectants, the cognate Ag of these mAbs was identified as the N domain of biliary glycoprotein (CD66a), a carcinoembryonic Ag-related molecule that contains an immune receptor tyrosine-based inhibitory motif. Functionally, these mAbs inhibited the anti-CD3-directed and lymphokine-activated killer activity of the P815 cell line by iIELs derived from the human small intestine. These studies indicate that the expression of biliary glycoprotein on activated human iIELs and, potentially, other mucosal T lymphocytes is involved in the down-regulation of cytolytic function.
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Affiliation(s)
- Victor M. Morales
- *Gastroenterology Division, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115
| | - Andreas Christ
- *Gastroenterology Division, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115
| | - Suzanne M. Watt
- †Medical Research Council, Molecular Haematology Unit, John Radcliffe Hospital, Oxford, United Kingdom
| | - Hyun S. Kim
- *Gastroenterology Division, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115
| | - Kevin W. Johnson
- *Gastroenterology Division, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115
| | - Nalan Utku
- ‡Institut Fuer Medizinische Immunologie, Charité-Humboldt-Universität zu Berlin, Berlin, Germany
| | - Ana M. Texieira
- §Imperial Cancer Research Fund-Medical Oncology Unit, St. Bartholomew’s Hospital Medical College, London, United Kingdom
| | - Atsushi Mizoguchi
- ¶Immunopathology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114; and
| | - Emiko Mizoguchi
- ¶Immunopathology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114; and
| | - Gary J. Russell
- ∥Combined Program in Pediatric Gastroenterology and Nutrition, Massachusetts General Hospital and Harvard Medical School, and
| | - Sara E. Russell
- *Gastroenterology Division, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115
| | - Atul K. Bhan
- ¶Immunopathology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114; and
| | - Gordon J. Freeman
- #Department of Adult Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA 02115
| | - Richard S. Blumberg
- *Gastroenterology Division, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA 02115
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