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Sultana H, De Vos T, Malouf R, Calais F, Marchal C, Eberst G, Westeel V, Barnig C. Prognostic value of blood eosinophils for predicting survival and treatment outcomes in people with non-small cell lung cancer. Cochrane Database Syst Rev 2025; 2:CD015783. [PMID: 39918122 PMCID: PMC11803715 DOI: 10.1002/14651858.cd015783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/11/2025]
Abstract
OBJECTIVES This is a protocol for a Cochrane Review (prognosis). The objectives are as follows: To assess the prognostic value of measuring pretreatment baseline blood eosinophil levels in adults receiving systemic treatment for any stage of non-small cell lung cancer.
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Affiliation(s)
- Hugues Sultana
- Chest Disease Department, University Hospital, Besançon, France
| | - Tom De Vos
- Chest Disease Department, University Hospital, Besançon, France
| | - Reem Malouf
- Nuffield Department of Population Health, Big Data Institute (BDI), University of Oxford, Oxford, UK
| | - François Calais
- Health Sciences University Library, Marie & Louis Pasteur University, Besançon, France
| | | | - Guillaume Eberst
- Chest Disease Department, University Hospital, Besançon, France
- Marie & Louis Pasteur University, University Hospital, EFS, INSERM, UMR RIGHT, Besançon, France
| | - Virginie Westeel
- Chest Disease Department, University Hospital, Besançon, France
- Marie & Louis Pasteur University, University Hospital, EFS, INSERM, UMR RIGHT, Besançon, France
| | - Cindy Barnig
- Chest Disease Department, University Hospital, Besançon, France
- Marie & Louis Pasteur University, University Hospital, EFS, INSERM, UMR RIGHT, Besançon, France
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2
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Bertuccio FR, D’Agnano V, Cordoni S, Tafa M, Novy C, Baio N, Mucaj K, Bortolotto C, Melloni G, Bianco A, Corsico AG, Perrotta F, Stella GM. Impact of Triple Inhaler Therapy on COPD Patients with Non-Small Cell Lung Cancer After Radical Surgery: A Single-Centre Retrospective Analysis. J Clin Med 2025; 14:249. [PMID: 39797331 PMCID: PMC11722558 DOI: 10.3390/jcm14010249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2024] [Revised: 12/24/2024] [Accepted: 12/27/2024] [Indexed: 01/13/2025] Open
Abstract
Background: Chronic obstructive pulmonary disease (COPD) is among the most relevant comorbidity associated with lung cancer. The advent of innovative triple treatment approaches for COPD has significantly improved patients' quality of life and outcomes. Few data are available regarding the impact of triple inhaler therapy on patients featuring COPD and lung cancer. Methods: We retrospectively evaluated the impact of triple inhale bronchodilators in a cohort of 56 patients with treated COPD who underwent lung surgery for primary cancer. Results: Triple bronchodilation can help to relieve the symptoms of the disease and improve lung function, allowing people with lung cancer to reduce the risk of serious exacerbations and improve their quality of life. Conclusions: Within the limits of the study, it should be underlined that bronchodilators can effectively affect the outcome and performance status after thoracic surgery.
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Affiliation(s)
- Francesco Rocco Bertuccio
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy; (F.R.B.); (S.C.); (M.T.); (C.N.); (N.B.); (K.M.); (G.M.); (A.G.C.)
- Unit of Respiratory Disease, Cardiothoracic and Vascular Department, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Vito D’Agnano
- Department of Translational Medical Sciences, University of Campania L. Vanvitelli, 80131 Naples, Italy; (V.D.); (A.B.); (F.P.)
- U.O.C. Clinica Pneumologica L. Vanvitelli, Monaldi Hospital, A.O. dei Colli, 80131 Naples, Italy
| | - Simone Cordoni
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy; (F.R.B.); (S.C.); (M.T.); (C.N.); (N.B.); (K.M.); (G.M.); (A.G.C.)
- Unit of Respiratory Disease, Cardiothoracic and Vascular Department, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Mitela Tafa
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy; (F.R.B.); (S.C.); (M.T.); (C.N.); (N.B.); (K.M.); (G.M.); (A.G.C.)
- Unit of Respiratory Disease, Cardiothoracic and Vascular Department, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Cristina Novy
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy; (F.R.B.); (S.C.); (M.T.); (C.N.); (N.B.); (K.M.); (G.M.); (A.G.C.)
- Unit of Respiratory Disease, Cardiothoracic and Vascular Department, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Nicola Baio
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy; (F.R.B.); (S.C.); (M.T.); (C.N.); (N.B.); (K.M.); (G.M.); (A.G.C.)
- Unit of Respiratory Disease, Cardiothoracic and Vascular Department, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Klodjana Mucaj
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy; (F.R.B.); (S.C.); (M.T.); (C.N.); (N.B.); (K.M.); (G.M.); (A.G.C.)
- Unit of Respiratory Disease, Cardiothoracic and Vascular Department, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Chandra Bortolotto
- Diagnostic Imaging and Radiotherapy Unit, Department of Clinical, Surgical, Diagnostic, and Pediatric Sciences, University of Pavia Medical School, 27100 Pavia, Italy;
- Radiology Institute, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Policlinico San Matteo, 27100 Pavia, Italy
| | - Giulio Melloni
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy; (F.R.B.); (S.C.); (M.T.); (C.N.); (N.B.); (K.M.); (G.M.); (A.G.C.)
- Unit of Thoracic Surgery, Cardiothoracic and Vascular Department, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Andrea Bianco
- Department of Translational Medical Sciences, University of Campania L. Vanvitelli, 80131 Naples, Italy; (V.D.); (A.B.); (F.P.)
- U.O.C. Clinica Pneumologica L. Vanvitelli, Monaldi Hospital, A.O. dei Colli, 80131 Naples, Italy
| | - Angelo Guido Corsico
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy; (F.R.B.); (S.C.); (M.T.); (C.N.); (N.B.); (K.M.); (G.M.); (A.G.C.)
- Unit of Respiratory Disease, Cardiothoracic and Vascular Department, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
| | - Fabio Perrotta
- Department of Translational Medical Sciences, University of Campania L. Vanvitelli, 80131 Naples, Italy; (V.D.); (A.B.); (F.P.)
- U.O.C. Clinica Pneumologica L. Vanvitelli, Monaldi Hospital, A.O. dei Colli, 80131 Naples, Italy
| | - Giulia Maria Stella
- Department of Internal Medicine and Medical Therapeutics, University of Pavia Medical School, 27100 Pavia, Italy; (F.R.B.); (S.C.); (M.T.); (C.N.); (N.B.); (K.M.); (G.M.); (A.G.C.)
- Unit of Respiratory Disease, Cardiothoracic and Vascular Department, IRCCS Policlinico San Matteo, 27100 Pavia, Italy
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Zhao C, Zhu H, Tian Y, Sun Y, Zhang Z. SPINK5 is a key regulator of eosinophil extracellular traps in head and neck squamous cell carcinoma. Discov Oncol 2024; 15:627. [PMID: 39508915 PMCID: PMC11543977 DOI: 10.1007/s12672-024-01513-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 11/04/2024] [Indexed: 11/15/2024] Open
Abstract
Enhanced infiltration of eosinophils is observed surrounding solid tumors. Some studies indicate that Eosinophil extracellular traps (EETs) play a crucial role in tumor progression and metastasis. However, its specific role in head and neck squamous cell carcinoma (HNSCC) remains unclear. This study established a gene set associated with eosinophil differentiation, chemotaxis, and EETs release from previous research. Employing bioinformatics techniques, the expression and biological significance of these genes in HNSCC were analyzed. Briefly, unsupervised clustering based on expression patterns of 133 EETs-related genes to classify TCGA-HNSCC patients. Immune cell infiltration patterns were assessed using "ImmuCellAI" package. A prognostic model was constructed using ten algorithms, with EETs-related gene sets as input features. Here, unsupervised clustering of samples into two types revealed worse prognosis for Cluster 1 (C1) patients after the first year. Cluster 2 (C2) exhibited higher ImmuneScore, but with a distinct immune cell infiltration pattern from the C1. Additionally, high eosinophil abundance only in the C2 had a positive prognostic impact. Serine peptidase inhibitor kazal type 5 (SPINK5) emerged as a potential key gene mediating the formation of EETs in HNSCC. EETs not only exhibit a positive correlation with diverse anti-cancer pathways but also demonstrate positive associations with processes such as proliferation, migration, and other critical pathways. The random survival forest (RSF) model was identified as the optimal eosinophil-related prognostic model. Collectively, this study elucidates the potential impact and mediating pathways of EETs on tumors, providing a reference for targeted therapy based on EETs-related genes.
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Affiliation(s)
- Chifeng Zhao
- Department of Stomatology, Taizhou Central Hospital (Taizhou University Hospital), No.999, Donghai Avenue, Taizhou, 318000, Zhejiang, People's Republic of China
| | - Haoran Zhu
- Health Science Center, Xi'an Jiaotong University, Xi'an, 710000, Shaanxi, China
| | - Yu Tian
- Health Science Center, Xi'an Jiaotong University, Xi'an, 710000, Shaanxi, China
| | - Yuewen Sun
- Health Science Center, Xi'an Jiaotong University, Xi'an, 710000, Shaanxi, China
| | - Zhenxing Zhang
- Department of Stomatology, Taizhou Central Hospital (Taizhou University Hospital), No.999, Donghai Avenue, Taizhou, 318000, Zhejiang, People's Republic of China.
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Willems M, Hamaidia M, Fontaine A, Grégoire M, Halkin L, Vilanova Mañá L, Terres R, Jamakhani M, Deshayes S, Brostaux Y, Heinen V, Louis R, Duysinx B, Jean D, Wasielewski E, Scherpereel A, Blanquart C, Willems L. The impact of Charcot-Leyden Crystal protein on mesothelioma chemotherapy: targeting eosinophils for enhanced chemosensitivity. EBioMedicine 2024; 109:105418. [PMID: 39471751 PMCID: PMC11550731 DOI: 10.1016/j.ebiom.2024.105418] [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: 02/09/2024] [Revised: 10/07/2024] [Accepted: 10/08/2024] [Indexed: 11/01/2024] Open
Abstract
BACKGROUND In mesothelioma (MPM), clinical evidence indicates that the absolute eosinophil count negatively correlates with overall survival and response to standard chemotherapy. Since eosinophils poorly infiltrate MPM tumours, we hypothesised that endocrine rather than paracrine pathways mediate the therapeutic response. We thus studied the effect of eosinophil-associated factors on response to chemotherapy in mesothelioma. METHODS The culture supernatant conditioned by primary human eosinophils was added to mesothelioma cells in presence of the standard chemotherapeutic regimen. The effectiveness of an anti-eosinophil treatment was evaluated in a preclinical model of C57BL/6 mice transplanted with mesothelioma tumour cells. FINDINGS Supernatant of eosinophils differentiated from EOL1 cells or directly isolated from peripheral blood inhibited apoptosis induced by cisplatin and pemetrexed in 2D cultures and in spheroids. Transcriptomic analysis indicated that the anti-apoptotic effect mediated by eosinophils involved molecular interactions with the Charcot-Leyden Crystal protein or Galectin-10 (CLC-P/Gal10). The functional relevance of CLC-P/Gal10 was demonstrated by antibody-mediated depletion. Recombinant human CLC-P/Gal10 mimicked the anti-apoptotic activity of eosinophil-derived supernatants. In the mouse model, eosinophilia did not significantly affect tumour growth but altered the response to chemotherapy. Finally, pretreatment of eosinophilia with the anti-Siglec-F antibody before chemotherapy restored the effectiveness of the treatment. INTERPRETATION This study provides a mechanistic rationale to clinical evidence correlating the poor outcome of patients with mesothelioma and with eosinophil-derived CLC-P/Gal10, opening new prospects for intervention in this fatal solid tumour. FUNDING Belgian Foundation against Cancer, Fonds National de la Recherche Scientifique (FNRS), Télévie, Foundation Léon Fredericq, ULiège.
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Affiliation(s)
- Mégane Willems
- Molecular and Cellular Epigenetics (GIGA) and Molecular Biology (TERRA), University of Liege, Liege & Gembloux, Belgium
| | - Malik Hamaidia
- Molecular and Cellular Epigenetics (GIGA) and Molecular Biology (TERRA), University of Liege, Liege & Gembloux, Belgium
| | - Alexis Fontaine
- Molecular and Cellular Epigenetics (GIGA) and Molecular Biology (TERRA), University of Liege, Liege & Gembloux, Belgium
| | - Mélanie Grégoire
- Molecular and Cellular Epigenetics (GIGA) and Molecular Biology (TERRA), University of Liege, Liege & Gembloux, Belgium
| | - Louise Halkin
- Molecular and Cellular Epigenetics (GIGA) and Molecular Biology (TERRA), University of Liege, Liege & Gembloux, Belgium
| | - Lea Vilanova Mañá
- Molecular and Cellular Epigenetics (GIGA) and Molecular Biology (TERRA), University of Liege, Liege & Gembloux, Belgium
| | - Roxane Terres
- Molecular and Cellular Epigenetics (GIGA) and Molecular Biology (TERRA), University of Liege, Liege & Gembloux, Belgium
| | - Majeed Jamakhani
- Molecular and Cellular Epigenetics (GIGA) and Molecular Biology (TERRA), University of Liege, Liege & Gembloux, Belgium
| | - Sophie Deshayes
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1232 Centre de Recherche en Cancérologie et Immunologie Nantes Angers (CRCINA), Nantes, France
| | - Yves Brostaux
- Modelisation and development, Gembloux Agro-Bio Tech, University of Liege, Gembloux, Belgium
| | - Vincent Heinen
- Department of Pneumology (University Hospital of Liege), Liege, Belgium
| | - Renaud Louis
- Department of Pneumology (University Hospital of Liege), Liege, Belgium
| | - Bernard Duysinx
- Department of Pneumology (University Hospital of Liege), Liege, Belgium
| | - Didier Jean
- Centre de Recherche des Cordeliers (INSERM), Sorbonne Université (Université de Paris), Functional Genomics of Solid Tumors, Paris, France
| | - Eric Wasielewski
- Department of Pneumology and Thoracic Oncology (CHU Lille) and INSERM U1189 (ONCOTHAI), Lille, France
| | - Arnaud Scherpereel
- Department of Pneumology and Thoracic Oncology (CHU Lille) and INSERM U1189 (ONCOTHAI), Lille, France
| | - Christophe Blanquart
- Institut National de la Santé et de la Recherche Médicale (INSERM) U1232 Centre de Recherche en Cancérologie et Immunologie Nantes Angers (CRCINA), Nantes, France
| | - Luc Willems
- Molecular and Cellular Epigenetics (GIGA) and Molecular Biology (TERRA), University of Liege, Liege & Gembloux, Belgium.
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5
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Wang MH, Gao YH, Zhao ZD, Zhang HW. A novel model combining genes associated with disulfidptosis and glycolysis to predict breast cancer prognosis, molecular subtypes, and treatment response. ENVIRONMENTAL TOXICOLOGY 2024; 39:4347-4359. [PMID: 38747344 DOI: 10.1002/tox.24329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 03/25/2024] [Accepted: 04/29/2024] [Indexed: 08/09/2024]
Abstract
Breast cancer (BC) is a heterogeneous malignancy with a dismal prognosis. Disulfidptosis is a novel type of regulated cell death that happens in the presence of glucose deficiency and is linked to the metabolic process of glycolysis. However, the mechanism of action of disulfidptosis and glycolysis-related genes (DGRG) in BC, as well as their prognostic value in BC patients, remain unknown. After identifying the differentially expressed DGRG in normal and BC tissues, a number of machine learning algorithms were utilized to select essential prognostic genes to develop a model, including SLC7A11, CACNA1H, SDC1, CHST1, and TFF3. The expression characteristics of these genes were then examined using single-cell RNA sequencing, and BC was classified into three clusters using "ConsensusClusterPlus" based on these genes. The DGRG model's median risk score can categorize BC patients into high-risk and low-risk groups. Furthermore, we investigated variations in clinical landscape, immunoinvasion analysis, tumor immune dysfunction and rejection (TIDE), and medication sensitivity in patients in the DGRG model's high- and low-risk groups. Patients in the low-risk group performed better on immunological and chemotherapeutic therapies and had lower TIDE scores. In conclusion, the DGRG model we developed has significant clinical application potential because it can accurately predict the prognosis of BC, TME, and pharmacological treatment responses.
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Affiliation(s)
- Mei-Huan Wang
- Department of Ultrasound, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Yue-Hua Gao
- Department of Ultrasound, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Zhen-Dan Zhao
- Department of Ultrasound, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Hua-Wei Zhang
- Department of Ultrasound, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
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Ufimtseva EG, Gileva MS, Kostenko RV, Kozlov VV, Gulyaeva LF. Development of Ex Vivo Analysis for Examining Cell Composition, Immunological Landscape, Tumor and Immune Related Markers in Non-Small-Cell Lung Cancer. Cancers (Basel) 2024; 16:2886. [PMID: 39199657 PMCID: PMC11352364 DOI: 10.3390/cancers16162886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 07/11/2024] [Accepted: 08/16/2024] [Indexed: 09/01/2024] Open
Abstract
NSCLC is a very aggressive solid tumor, with a poor prognosis due to post-surgical recurrence. Analysis of the specific tumor and immune signatures of NSCLC samples is a critical step in prognostic evaluation and management decisions for patients after surgery. Routine histological assays have some limitations. Therefore, new diagnostic tools with the capability to quickly recognize NSCLC subtypes and correctly identify various markers are needed. We developed a technique for ex vivo isolation of cancer and immune cells from surgical tumor and lung tissue samples of patients with NSCLC (adenocarcinomas and squamous cell carcinomas) and their examination on ex vivo cell preparations and, parallelly, on histological sections after Romanovsky-Giemsa and immunofluorescent/immunochemical staining for cancer-specific and immune-related markers. As a result, PD-L1 expression was detected for some patients only by ex vivo analysis. Immune cell profiling in the tumor microenvironment revealed significant differences in the immunological landscapes between the patients' tumors, with smokers' macrophages with simultaneous expression of pro- and anti-inflammatory cytokines, neutrophils, and eosinophils being the dominant populations. The proposed ex vivo analysis may be used as an additional diagnostic tool for quick examination of cancer and immune cells in whole tumor samples and to avoid false negatives in histological assays.
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Affiliation(s)
- Elena G. Ufimtseva
- Federal Research Center of Fundamental and Translational Medicine, 2 Timakova Street, 630060 Novosibirsk, Russia;
| | - Margarita S. Gileva
- V. Zelman Institute for the Medicine and Psychology, Novosibirsk State University, 1 Pirogova Street, 630090 Novosibirsk, Russia;
| | - Ruslan V. Kostenko
- Novosibirsk Regional Clinical Oncology Dispensary, 2 Plakhotny Street, 630108 Novosibirsk, Russia; (R.V.K.); (V.V.K.)
| | - Vadim V. Kozlov
- Novosibirsk Regional Clinical Oncology Dispensary, 2 Plakhotny Street, 630108 Novosibirsk, Russia; (R.V.K.); (V.V.K.)
- Faculty of General Medicine, Novosibirsk State Medical University, 52 Krasny Prospect, 630091 Novosibirsk, Russia
| | - Lyudmila F. Gulyaeva
- Federal Research Center of Fundamental and Translational Medicine, 2 Timakova Street, 630060 Novosibirsk, Russia;
- V. Zelman Institute for the Medicine and Psychology, Novosibirsk State University, 1 Pirogova Street, 630090 Novosibirsk, Russia;
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7
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Zhao C, Xiao R, Jin H, Li X. The immune microenvironment of lung adenocarcinoma featured with ground-glass nodules. Thorac Cancer 2024; 15:1459-1470. [PMID: 38923346 PMCID: PMC11219292 DOI: 10.1111/1759-7714.15380] [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: 03/21/2024] [Revised: 05/10/2024] [Accepted: 05/13/2024] [Indexed: 06/28/2024] Open
Abstract
Early-stage lung cancer is now more commonly identified in the form of ground-glass nodules (GGNs). Presently, the treatment of lung cancer with GGNs mainly depends on surgery; however, issues still exist such as overtreatment and delayed treatment due to the nonuniform standard of follow-up. Therefore, the discovery of a noninvasive treatment could expand the treatment repertoire of ground-glass nodular lung cancer and benefit the prognosis of patients. Immunotherapy has recently emerged as a new promising approach in the field of lung cancer treatment. Thus, this study presents a comprehensive review of the immune microenvironment of lung cancer with GGNs and describes the functions and characteristics of various immune cells involved, aiming to provide guidance for the clinical identification of novel immunotherapeutic targets.
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Affiliation(s)
- Changtai Zhao
- Department of Thoracic SurgeryThoracic Oncology Institute, Peking University People's HospitalBeijingChina
| | - Rongxin Xiao
- Department of Thoracic SurgeryThoracic Oncology Institute, Peking University People's HospitalBeijingChina
| | - Hongming Jin
- Department of Thoracic SurgeryThoracic Oncology Institute, Peking University People's HospitalBeijingChina
| | - Xiao Li
- Department of Thoracic SurgeryThoracic Oncology Institute, Peking University People's HospitalBeijingChina
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Mandros P, Gallagher I, Fanfani V, Chen C, Fischer J, Ismail A, Hsu L, Saha E, DeConti DK, Quackenbush J. node2vec2rank: Large Scale and Stable Graph Differential Analysis via Multi-Layer Node Embeddings and Ranking. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.16.599201. [PMID: 38948759 PMCID: PMC11212899 DOI: 10.1101/2024.06.16.599201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Computational methods in biology can infer large molecular interaction networks from multiple data sources and at different resolutions, creating unprecedented opportunities to explore the mechanisms driving complex biological phenomena. Networks can be built to represent distinct conditions and compared to uncover graph-level differences-such as when comparing patterns of gene-gene interactions that change between biological states. Given the importance of the graph comparison problem, there is a clear and growing need for robust and scalable methods that can identify meaningful differences. We introduce node2vec2rank (n2v2r), a method for graph differential analysis that ranks nodes according to the disparities of their representations in joint latent embedding spaces. Improving upon previous bag-of-features approaches, we take advantage of recent advances in machine learning and statistics to compare graphs in higher-order structures and in a data-driven manner. Formulated as a multi-layer spectral embedding algorithm, n2v2r is computationally efficient, incorporates stability as a key feature, and can provably identify the correct ranking of differences between graphs in an overall procedure that adheres to veridical data science principles. By better adapting to the data, node2vec2rank clearly outperformed the commonly used node degree in finding complex differences in simulated data. In the real-world applications of breast cancer subtype characterization, analysis of cell cycle in single-cell data, and searching for sex differences in lung adenocarcinoma, node2vec2rank found meaningful biological differences enabling the hypothesis generation for therapeutic candidates. Software and analysis pipelines implementing n2v2r and used for the analyses presented here are publicly available.
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Affiliation(s)
- Panagiotis Mandros
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Ian Gallagher
- School of Mathematics, University of Bristol, UK, and the Heilbronn Institute for Mathematical Research, Bristol, UK
| | - Viola Fanfani
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Chen Chen
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jonas Fischer
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Anis Ismail
- Faculty of Bioscience Engineering, KU Leuven, Belgium
| | - Lauren Hsu
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Enakshi Saha
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Derrick K DeConti
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - John Quackenbush
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
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9
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Taheri MM, Javan F, Poudineh M, Athari SS. CAR-NKT Cells in Asthma: Use of NKT as a Promising Cell for CAR Therapy. Clin Rev Allergy Immunol 2024; 66:328-362. [PMID: 38995478 DOI: 10.1007/s12016-024-08998-0] [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] [Accepted: 06/28/2024] [Indexed: 07/13/2024]
Abstract
NKT cells, unique lymphocytes bridging innate and adaptive immunity, offer significant potential for managing inflammatory disorders like asthma. Activating iNKT induces increasing IFN-γ, TGF-β, IL-2, and IL-10 potentially suppressing allergic asthma. However, their immunomodulatory effects, including granzyme-perforin-mediated cytotoxicity, and expression of TIM-3 and TRAIL warrant careful consideration and targeted approaches. Although CAR-T cell therapy has achieved remarkable success in treating certain cancers, its limitations necessitate exploring alternative approaches. In this context, CAR-NKT cells emerge as a promising approach for overcoming these challenges, potentially achieving safer and more effective immunotherapies. Strategies involve targeting distinct IgE-receptors and their interactions with CAR-NKT cells, potentially disrupting allergen-mast cell/basophil interactions and preventing inflammatory cytokine release. Additionally, targeting immune checkpoints like PDL-2, inducible ICOS, FASL, CTLA-4, and CD137 or dectin-1 for fungal asthma could further modulate immune responses. Furthermore, artificial intelligence and machine learning hold immense promise for revolutionizing NKT cell-based asthma therapy. AI can optimize CAR-NKT cell functionalities, design personalized treatment strategies, and unlock a future of precise and effective care. This review discusses various approaches to enhancing CAR-NKT cell efficacy and longevity, along with the challenges and opportunities they present in the treatment of allergic asthma.
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Affiliation(s)
| | - Fatemeh Javan
- Student Research Committee, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Mohadeseh Poudineh
- Student Research Committee, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Seyyed Shamsadin Athari
- Cancer Gene therapy Research Center, Zanjan University of Medical Sciences, Zanjan, Iran.
- Department of Immunology, School of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran.
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10
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Li Q, Wang T, Tang Y, Zou X, Shen Z, Tang Z, Zhou Y, Shi J. A novel prognostic signature based on smoking-associated genes for predicting prognosis and immune microenvironment in NSCLC smokers. Cancer Cell Int 2024; 24:171. [PMID: 38750571 PMCID: PMC11094918 DOI: 10.1186/s12935-024-03347-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 04/27/2024] [Indexed: 05/19/2024] Open
Abstract
BACKGROUND As a highly heterogeneous tumor, non-small cell lung cancer (NSCLC) is famous for its high incidence and mortality worldwide. Smoking can cause genetic changes, which leading to the occurrence and progress of NSCLC. Nevertheless, the function of smoking-related genes in NSCLC needs more research. METHODS We downloaded transcriptome data and clinicopathological parameters from Gene Expression Omnibus (GEO) databases, and screened smoking-related genes. Lasso regression were applied to establish the 7-gene signature. The associations between the 7-gene signature and immune microenvironment analysis, survival analysis, drug sensitivity analysis and enriched molecular pathways were studied. Ultimately, cell function experiments were conducted to research the function of FCGBP in NSCLC. RESULTS Through 7-gene signature, NSCLC samples were classified into high-risk group (HRG) and low-risk group (LRG). Significant difference in overall survival (OS) between HRG and LRG was found. Nomograms and ROC curves indicated that the 7-gene signature has a stable ability in predicting prognosis. Through the analysis of immune microenvironment, we found that LRG patients had better tumor immune activation. FCGBP showed the highest mutation frequency among the seven prognostic smoking related genes (LRRC31, HPGD, FCGBP, SPINK5, CYP24A1, S100P and FGG), and was notable down-regulated in NSCLC smokers compared with non-smoking NSCLC patients. The cell experiments confirmed that FCGBP knockdown promoting proliferation, migration, and invasion in NSCLC cells. CONCLUSION This smoking-related prognostic signature represents a promising tool for assessing prognosis and tumor microenvironment in smokers with NSCLC. The role of FCGBP in NSCLC was found by cell experiments, which can be served as diagnostic biomarker and immunotherapy target for NSCLC.
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Affiliation(s)
- Qixuan Li
- Nantong Key Laboratory of Translational Medicine in Cardiothoracic Diseases, and Research Institution of Translational Medicine in Cardiothoracic Diseases, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China
- Department of Thoracic Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China
- Medical School of Nantong University, Nantong, Jiangsu, China
| | - Tianyi Wang
- Nantong Key Laboratory of Translational Medicine in Cardiothoracic Diseases, and Research Institution of Translational Medicine in Cardiothoracic Diseases, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China
- Department of Thoracic Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China
- Medical School of Nantong University, Nantong, Jiangsu, China
| | - Yijie Tang
- Nantong Key Laboratory of Translational Medicine in Cardiothoracic Diseases, and Research Institution of Translational Medicine in Cardiothoracic Diseases, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China
- Department of Thoracic Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China
- Medical School of Nantong University, Nantong, Jiangsu, China
| | - Xian Zou
- Medical School of Nantong University, Nantong, Jiangsu, China
| | - Zhongqi Shen
- Medical School of Nantong University, Nantong, Jiangsu, China
| | - Zixin Tang
- Medical School of Nantong University, Nantong, Jiangsu, China
| | - Youlang Zhou
- Research Center of Clinical Medicine, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China.
| | - Jiahai Shi
- Nantong Key Laboratory of Translational Medicine in Cardiothoracic Diseases, and Research Institution of Translational Medicine in Cardiothoracic Diseases, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China.
- Department of Thoracic Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, China.
- School of Public Health, Nantong University, Nantong, Jiangsu, 226001, China.
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11
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Hu M, Li X, Lin H, Lu B, Wang Q, Tong L, Li H, Che N, Hung S, Han Y, Shi K, Li C, Zhang H, Liu Z, Zhang T. Easily applicable predictive score for MPR based on parameters before neoadjuvant chemoimmunotherapy in operable NSCLC: a single-center, ambispective, observational study. Int J Surg 2024; 110:2275-2287. [PMID: 38265431 PMCID: PMC11020048 DOI: 10.1097/js9.0000000000001050] [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: 10/30/2023] [Accepted: 12/21/2023] [Indexed: 01/25/2024]
Abstract
BACKGROUND Neoadjuvant chemoimmunotherapy (NACI) is promising for resectable nonsmall cell lung cancer (NSCLC), but predictive biomarkers are still lacking. The authors aimed to develop a model based on pretreatment parameters to predict major pathological response (MPR) for such an approach. METHODS The authors enrolled operable NSCLC treated with NACI between March 2020 and May 2023 and then collected baseline clinical-pathology data and routine laboratory examinations before treatment. The efficacy and safety data of this cohort was reported and variables were screened by Logistic and Lasso regression and nomogram was developed. In addition, receiver operating characteristic curves, calibration curves, and decision curve analysis were used to assess its power. Finally, internal cross-validation and external validation was performed to assess the power of the model. RESULTS In total, 206 eligible patients were recruited in this study and 53.4% (110/206) patients achieved MPR. Using multivariate analysis, the predictive model was constructed by seven variables, prothrombin time (PT), neutrophil percentage (NEUT%), large platelet ratio (P-LCR), eosinophil percentage (EOS%), smoking, pathological type, and programmed death ligand-1 (PD-L1) expression finally. The model had good discrimination, with area under the receiver operating characteristic curve (AUC) of 0.775, 0.746, and 0.835 for all datasets, cross-validation, and external validation, respectively. The calibration curves showed good consistency, and decision curve analysis indicated its potential value in clinical practice. CONCLUSION This real world study revealed favorable efficacy in operable NSCLC treated with NACI. The proposed model based on multiple clinically accessible parameters could effectively predict MPR probability and could be a powerful tool in personalized medication.
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Affiliation(s)
| | - Xiaomi Li
- Department of Oncology, Beijing Institute of Tuberculosis and Chest Tumor, Beijing, People’s Republic of China
| | | | | | | | | | | | | | - Shaojun Hung
- Department of Thoracic Surgery, Beijing Chest Hospital, Capital Medical University
| | - Yi Han
- Department of Thoracic Surgery, Beijing Chest Hospital, Capital Medical University
| | - Kang Shi
- Department of Thoracic Surgery, Beijing Chest Hospital, Capital Medical University
| | | | | | - Zhidong Liu
- Department of Thoracic Surgery, Beijing Chest Hospital, Capital Medical University
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12
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Li Q, Guo C, Cao B, Zhou F, Wang J, Ren H, Li Y, Wang M, Liu Y, Zhang H, Ma L. Safety and efficacy evaluation of personalized exercise prescription during chemotherapy for lung cancer patients. Thorac Cancer 2024; 15:906-918. [PMID: 38462754 PMCID: PMC11016390 DOI: 10.1111/1759-7714.15272] [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: 01/28/2024] [Revised: 02/18/2024] [Accepted: 02/20/2024] [Indexed: 03/12/2024] Open
Abstract
BACKGROUND To explore the safety and effectiveness of personalized exercise intervention during chemotherapy for lung cancer patients who were relatively weak and with compromised cardiopulmonary function. METHODS Thirty-eight lung cancer patients treated with chemotherapy at Peking University Third Hospital were enrolled in this prospective study. The exercise group (N = 21) received individualized exercise guidance based on personal test results and exercised regularly, while the control group (N = 17) only received exercise education and planed exercise methods according to their own preferences. Both groups underwent three fitness tests and clinical indicator assessments at 0, 6, and 12 weeks after starting the exercise, and the differences in trends of various indicators between the two groups were compared. RESULTS No exercise-related adverse events occurred during the 12-week exercise period. After 12 weeks of exercise training, in terms of fitness, the exercise group showed significant improvements in 6-min walk test (6MWT) (p < 0.001), peak oxygen consumption (VO2peak) (p = 0.005), muscle content (p < 0.001), muscle percentage (p < 0.001), and grip strength (p = 0.008) compared to the control group. In terms of clinical indicators, the exercise group showed significant improvements in vital capacity (p = 0.018), D-dimer (p = 0.031), and C-reactive protein (CRP) (p = 0.01), uric acid (p = 0.003), triglycerides (p < 0.001), functional average score (p < 0.001), and main symptom average score (p = 0.004) compared to the control group in trends over time. CONCLUSION Rehabilitation exercises using individualized exercise prescriptions tailored by exercise prescription specialists during chemotherapy are safe for lung cancer patients. Adhering to exercise can achieve comprehensive improvements in physical fitness and quality of life at 12 weeks.
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Affiliation(s)
- Qian Li
- Department of Medical Oncology and Radiation SicknessPeking University Third HospitalBeijingChina
| | - Chen Guo
- School of Sport ScienceBeijing Sport UniversityBeijingChina
| | - Baoshan Cao
- Department of Medical Oncology and Radiation SicknessPeking University Third HospitalBeijingChina
| | - Fanjie Zhou
- School of Sport ScienceBeijing Sport UniversityBeijingChina
| | - Jiulong Wang
- China Institute of Sports and Health ScienceBeijing Sport UniversityBeijingChina
| | - Hong Ren
- School of Sport ScienceBeijing Sport UniversityBeijingChina
| | - Yanchun Li
- China Institute of Sports and Health ScienceBeijing Sport UniversityBeijingChina
| | - Mopei Wang
- Department of Medical Oncology and Radiation SicknessPeking University Third HospitalBeijingChina
| | - Yane Liu
- Department of Medical Oncology and Radiation SicknessPeking University Third HospitalBeijingChina
| | - Hua Zhang
- Research Center of Clinical EpidemiologyPeking University Third HospitalBeijingChina
| | - Liwen Ma
- Department of Medical Oncology and Radiation SicknessPeking University Third HospitalBeijingChina
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13
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Deng W, Chen J, Deng XY. The occurrence of asthma in an extensive-stage small-cell lung cancer patient after combination therapy with atezolizumab and anlotinib: a case report. Front Immunol 2024; 15:1333850. [PMID: 38487532 PMCID: PMC10937454 DOI: 10.3389/fimmu.2024.1333850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 02/15/2024] [Indexed: 03/17/2024] Open
Abstract
Background Extensive-stage small-cell lung cancer (ES-SCLC) is highly malignant, with early metastasis and high recurrence. Since therapeutic options are limited, ES-SCLC has a characteristically short survival period and extremely poor prognosis. A combination of immune checkpoint inhibitors (ICIs) and anti-angiogenic drugs can achieve promising efficacy and safety in patients with ES-SCLC as a second-line or subsequent treatment, extending survival to some extent. However, the clinical outcomes remain mostly unsatisfactory and are sometimes affected by treatment-related adverse events. Case presentation A 57-year-old woman with ES-SCLC was administered a combination therapy of atezolizumab (a PD-L1 inhibitor) and anlotinib [an oral multi-targeted tyrosine kinase inhibitor (TKI)]. She survived for 22 months, with no disease progression during the 28 courses of therapy. Unexpectedly, despite having no history of asthma, the patient developed asthma while receiving this regimen. This is possibly related to T-cell activation and the tumor immune microenvironment, which induce allergic inflammation after PD-L1 blockade. Conclusions This is the first report of an asthma-negative ES-SCLC patient who developed asthma after receiving atezolizumab plus anlotinib. Although this combination therapy may effectively extend survival in SCLC patients, asthmatic symptoms should be closely monitored.
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Affiliation(s)
- Wang Deng
- Department of Pulmonary and Critical Care Medicine, Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Department of Pulmonary Medicine, Medical Research Center for Pulmonary and Critical Care Medicine, Chongqing, China
| | - Juan Chen
- Department of Pulmonary and Critical Care Medicine, Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
- Department of Pulmonary Medicine, Medical Research Center for Pulmonary and Critical Care Medicine, Chongqing, China
| | - Xin-Yu Deng
- Department of Pulmonary and Critical Care Medicine, Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Krizova L, Benesova I, Zemanova P, Spacek J, Strizova Z, Humlova Z, Mikulova V, Petruzelka L, Vocka M. Immunophenotyping of peripheral blood in NSCLC patients discriminates responders to immune checkpoint inhibitors. J Cancer Res Clin Oncol 2024; 150:99. [PMID: 38383923 PMCID: PMC10881622 DOI: 10.1007/s00432-024-05628-2] [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: 11/30/2023] [Accepted: 01/19/2024] [Indexed: 02/23/2024]
Abstract
PURPOSE Immune checkpoint inhibitors (ICIs) dramatically changed the prognosis of patients with NSCLC. Unfortunately, a reliable predictive biomarker is still missing. Commonly used biomarkers, such as PD-L1, MSI, or TMB, are not quite accurate in predicting ICI efficacy. METHODS In this prospective observational cohort study, we investigated the predictive role of erythrocytes, thrombocytes, innate and adaptive immune cells, complement proteins (C3, C4), and cytokines from peripheral blood of 224 patients with stage III/IV NSCLC treated with ICI alone (pembrolizumab, nivolumab, and atezolizumab) or in combination (nivolumab + ipilimumab) with chemotherapy. These values were analyzed for associations with the response to the treatment and survival endpoints. RESULTS Higher baseline Tregs, MPV, hemoglobin, and lower monocyte levels were associated with favorable PFS and OS. Moreover, increased baseline basophils and lower levels of C3 predicted significantly improved PFS. The levels of the baseline immature granulocytes, C3, and monocytes were significantly associated with the occurrence of partial regression at the first restaging. Multiple studied parameters (n = 9) were related to PFS benefit at the time of first restaging as compared to baseline values. In addition, PFS nonbenefit group showed a decrease in lymphocyte count after three months of therapy. The OS benefit was associated with higher levels of lymphocytes, erythrocytes, hemoglobin, MCV, and MPV, and a lower value of NLR after three months of treatment. CONCLUSION Our work suggests that parameters from peripheral venous blood may be potential biomarkers in NSCLC patients on ICI. The baseline values of Tregs, C3, monocytes, and MPV are especially recommended for further investigation.
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Affiliation(s)
- Ludmila Krizova
- Department of Oncology, General University Hospital in Prague and First Faculty of Medicine, Charles University, U Nemocnice 499/2, 128 00, Prague 2, Czech Republic
| | - Iva Benesova
- Department of Immunology, Second Faculty of Medicine, Charles University in Prague and University Hospital in Motol, Prague, Czech Republic
| | - Petra Zemanova
- Department of Oncology, General University Hospital in Prague and First Faculty of Medicine, Charles University, U Nemocnice 499/2, 128 00, Prague 2, Czech Republic
| | - Jan Spacek
- Department of Oncology, General University Hospital in Prague and First Faculty of Medicine, Charles University, U Nemocnice 499/2, 128 00, Prague 2, Czech Republic
| | - Zuzana Strizova
- Department of Immunology, Second Faculty of Medicine, Charles University in Prague and University Hospital in Motol, Prague, Czech Republic
| | - Zuzana Humlova
- Institute of Immunology and Microbiology, First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Veronika Mikulova
- Institute of Medical Biochemistry and Laboratory Diagnostics, Laboratory of Clinical Immunology and Allergology, General University Hospital in Prague and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Lubos Petruzelka
- Department of Oncology, General University Hospital in Prague and First Faculty of Medicine, Charles University, U Nemocnice 499/2, 128 00, Prague 2, Czech Republic
| | - Michal Vocka
- Department of Oncology, General University Hospital in Prague and First Faculty of Medicine, Charles University, U Nemocnice 499/2, 128 00, Prague 2, Czech Republic.
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15
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Tan SH, Guan CA, Bujang MA, Lai WH, Voon PJ, Sim EUH. Identification of phenomic data in the pathogenesis of cancers of the gastrointestinal (GI) tract in the UK biobank. Sci Rep 2024; 14:1997. [PMID: 38263244 PMCID: PMC10805853 DOI: 10.1038/s41598-024-52421-9] [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: 09/13/2023] [Accepted: 01/18/2024] [Indexed: 01/25/2024] Open
Abstract
Gastrointestinal (GI) cancers account for a significant incidence and mortality rates of cancers globally. Utilization of a phenomic data approach allows researchers to reveal the mechanisms and molecular pathogenesis of these conditions. We aimed to investigate the association between the phenomic features and GI cancers in a large cohort study. We included 502,369 subjects aged 37-73 years in the UK Biobank recruited since 2006, followed until the date of the first cancer diagnosis, date of death, or the end of follow-up on December 31st, 2016, whichever occurred first. Socio-demographic factors, blood chemistry, anthropometric measurements and lifestyle factors of participants collected at baseline assessment were analysed. Unvariable and multivariable logistic regression were conducted to determine the significant risk factors for the outcomes of interest, based on the odds ratio (OR) and 95% confidence intervals (CI). The analysis included a total of 441,141 participants, of which 7952 (1.8%) were incident GI cancer cases and 433,189 were healthy controls. A marker, cystatin C was associated with total and each gastrointestinal cancer (adjusted OR 2.43; 95% CI 2.23-2.64). In this cohort, compared to Asians, the Whites appeared to have a higher risk of developing gastrointestinal cancers. Several other factors were associated with distinct GI cancers. Cystatin C and race appear to be important features in GI cancers, suggesting some overlap in the molecular pathogenesis of GI cancers. Given the small proportion of Asians within the UK Biobank, the association between race and GI cancers requires further confirmation.
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Affiliation(s)
- Shirin Hui Tan
- Clinical Research Centre, Sarawak General Hospital, Ministry of Health Malaysia, Jalan Hospital, 93586, Kuching, Sarawak, Malaysia.
- Faculty of Resource Science and Technology, Universiti Malaysia Sarawak, 94300, Kota Samarahan, Malaysia.
| | - Catherina Anak Guan
- Clinical Research Centre, Sarawak General Hospital, Ministry of Health Malaysia, Jalan Hospital, 93586, Kuching, Sarawak, Malaysia
| | - Mohamad Adam Bujang
- Clinical Research Centre, Sarawak General Hospital, Ministry of Health Malaysia, Jalan Hospital, 93586, Kuching, Sarawak, Malaysia
| | - Wei Hong Lai
- Clinical Research Centre, Sarawak General Hospital, Ministry of Health Malaysia, Jalan Hospital, 93586, Kuching, Sarawak, Malaysia
| | - Pei Jye Voon
- Department of Radiotherapy, Oncology and Palliative Care, Sarawak General Hospital, Ministry of Health Malaysia, Jalan Hospital, 93586, Kuching, Sarawak, Malaysia
| | - Edmund Ui Hang Sim
- Faculty of Resource Science and Technology, Universiti Malaysia Sarawak, 94300, Kota Samarahan, Malaysia
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16
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Takeuchi E, Ogino H, Kondo K, Okano Y, Ichihara S, Kunishige M, Kadota N, Machida H, Hatakeyama N, Naruse K, Nokihara H, Shinohara T, Nishioka Y. An increased relative eosinophil count as a predictive dynamic biomarker in non-small cell lung cancer patients treated with immune checkpoint inhibitors. Thorac Cancer 2024; 15:248-257. [PMID: 38087769 PMCID: PMC10803223 DOI: 10.1111/1759-7714.15191] [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: 09/13/2023] [Revised: 11/29/2023] [Accepted: 11/30/2023] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND An increased relative eosinophil count (REC) has potential as a predictive biomarker for a beneficial clinical response and outcome to cancer immunotherapies. Therefore, the present study investigated the impact of an increased posttreatment REC on the prognosis of non-small cell lung cancer (NSCLC) patients treated with immune checkpoint inhibitors (ICIs). METHODS We retrospectively reviewed all 151 patients diagnosed with NSCLC and treated with ICI monotherapy and blood test data between March 2016 and August 2021 at National Hospital Organization Kochi Hospital and Tokushima University. RESULTS A total of 151 patients with a mean age of 69 years were included. REC after 4 weeks of initial ICI monotherapy was higher than pretreatment REC in 87 patients but not in 64. REC after 4 weeks of the ICI treatment with and without an increased REC were 4.4 and 1.8%, respectively (p < 0.001). Disease control rates (DCR) were significantly higher in patients with than in those without an increased REC (84% vs. 47%, p < 0.001). The median overall survival (OS) of lung cancer patients with or without an increased REC were 674 and 234 days, respectively. A Kaplan-Meier univariate analysis revealed a significant difference in OS between the two groups (p < 0.001). A Cox proportional regression analysis identified an increased REC as an independent predictor of OS (p = 0.003). CONCLUSION ICI-treated NSCLC patients with an increased REC after 4 weeks of treatment had a better DCR and prognosis than the other patients examined.
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Affiliation(s)
- Eiji Takeuchi
- Department of Clinical InvestigationNational Hospital Organization Kochi HospitalKochiJapan
| | - Hirokazu Ogino
- Department of Respiratory Medicine and RheumatologyGraduate School of Biomedical Sciences, Tokushima UniversityTokushimaJapan
| | - Kensuke Kondo
- Department of Respiratory Medicine and RheumatologyGraduate School of Biomedical Sciences, Tokushima UniversityTokushimaJapan
| | - Yoshio Okano
- Department of Respiratory MedicineNational Hospital Organization Kochi HospitalKochiJapan
| | - Seiya Ichihara
- Department of Respiratory MedicineNational Hospital Organization Kochi HospitalKochiJapan
| | - Michihiro Kunishige
- Department of Respiratory MedicineNational Hospital Organization Kochi HospitalKochiJapan
| | - Naoki Kadota
- Department of Respiratory MedicineNational Hospital Organization Kochi HospitalKochiJapan
| | - Hisanori Machida
- Department of Respiratory MedicineNational Hospital Organization Kochi HospitalKochiJapan
| | - Nobuo Hatakeyama
- Department of Respiratory MedicineNational Hospital Organization Kochi HospitalKochiJapan
| | - Keishi Naruse
- Department of PathologyNational Hospital Organization Kochi HospitalKochiJapan
| | - Hiroshi Nokihara
- Department of Respiratory Medicine and RheumatologyGraduate School of Biomedical Sciences, Tokushima UniversityTokushimaJapan
| | - Tsutomu Shinohara
- Department of Community Medicine for RespirologyGraduate School of Biomedical Sciences, Tokushima UniversityTokushimaJapan
| | - Yasuhiko Nishioka
- Department of Respiratory Medicine and RheumatologyGraduate School of Biomedical Sciences, Tokushima UniversityTokushimaJapan
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17
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Yu S, Ma L, Jiang W. Eosinophils misclassified into neutrophils by hematology analyzers in a case. Int J Lab Hematol 2023; 45:1003-1006. [PMID: 37455020 DOI: 10.1111/ijlh.14137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 06/29/2023] [Indexed: 07/18/2023]
Affiliation(s)
- Sha Yu
- Department of Clinical Laboratory, The Second Hospital of Dalian Medical University, Dalian, Liaoning, People's Republic of China
| | - Lianwei Ma
- Department of Clinical Laboratory, The Second Hospital of Dalian Medical University, Dalian, Liaoning, People's Republic of China
| | - Wei Jiang
- Department of Clinical Laboratory, The Second Hospital of Dalian Medical University, Dalian, Liaoning, People's Republic of China
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18
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Xiu J, Wang X, Xu W, Wang S, Hu Y, Ding R, Hua Y, Liu D. Diagnostic value of peripheral blood eosinophils for benign and malignant pulmonary nodule. Medicine (Baltimore) 2023; 102:e35936. [PMID: 37932999 PMCID: PMC10627640 DOI: 10.1097/md.0000000000035936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 10/12/2023] [Indexed: 11/08/2023] Open
Abstract
This retrospective study aims to assess the diagnostic utility of peripheral blood eosinophil counts in distinguishing between benign and malignant pulmonary nodules (PNs) prior to surgical intervention. We involved patients presenting with PNs measuring ≤30 mm as the primary CT imaging finding prior to surgical procedures at the General Hospital of Northern Theater Command in Shenyang, China, during the period spanning 2021 to 2022. Multivariable logistic regression analysis and receiver operator characteristic curve analysis, along with area under the curve (AUC) calculations, were used to determine the diagnostic value of eosinophil. A total of 361 patients with PN were included, consisting of 135 with benign PN and 226 with malignant PN. Multivariable logistic regression analysis showed that eosinophil percentage (OR = 1.909, 95% CI: 1.323-2.844, P < .001), absolute eosinophil value (OR = 0.001, 95% CI: 0.000-0.452, P = .033), tumor diameter (OR = 0.918, 95% CI: 0.877-0.959, P < .001), nodule type (OR = 0.227, 95% CI: 0.125-0.400, P < .001), sex (OR = 2.577, 95% CI: 1.554-4.329, P < .001), and age (OR = 0.967, 95% CI: 0.945-0.989, P = .004) were independently associated with malignant PN. The diagnostic value of regression model (AUC [95% CI]: 0.775 [0.725-0.825]; sensitivity: 74.3%; specificity: 71.1%) was superior to eosinophil percentage (AUC [95% CI]: 0.616 [0.556-0.677]; specificity: 66.8%; specificity: 51.1%) (Delong test: P < .001). Peripheral blood eosinophil percentage might be useful for early malignant PN diagnosis, and combining that with other characteristics might improve the diagnostic performance.
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Affiliation(s)
- Jiawei Xiu
- Department of Thoracic Surgery, General Hospital of Northern Theater Command, Shenyang, China
- Graduate School, China Medical University, Shenyang, China
| | - Xilong Wang
- Department of Thoracic Surgery, General Hospital of Northern Theater Command, Shenyang, China
| | - Wei Xu
- Department of Thoracic Surgery, General Hospital of Northern Theater Command, Shenyang, China
| | - Shiqi Wang
- Department of Thoracic Surgery, General Hospital of Northern Theater Command, Shenyang, China
| | - Yuhang Hu
- Department of Thoracic Surgery, General Hospital of Northern Theater Command, Shenyang, China
| | - Renquan Ding
- Department of Thoracic Surgery, General Hospital of Northern Theater Command, Shenyang, China
| | - Yujuan Hua
- Department of Anesthesiology, General Hospital of Northern Theater Command, Shenyang, China
| | - Dazhi Liu
- Department of Thoracic Surgery, General Hospital of Northern Theater Command, Shenyang, China
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Maniscalco M, Fuschillo S, Mormile I, Detoraki A, Sarnelli G, de Paulis A, Spadaro G, Cantone E. Exhaled Nitric Oxide as Biomarker of Type 2 Diseases. Cells 2023; 12:2518. [PMID: 37947596 PMCID: PMC10649630 DOI: 10.3390/cells12212518] [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: 09/07/2023] [Revised: 10/19/2023] [Accepted: 10/23/2023] [Indexed: 11/12/2023] Open
Abstract
Nitric oxide (NO) is a short-lived gas molecule which has been studied for its role as a signaling molecule in the vasculature and later, in a broader view, as a cellular messenger in many other biological processes such as immunity and inflammation, cell survival, apoptosis, and aging. Fractional exhaled nitric oxide (FeNO) is a convenient, easy-to-obtain, and non-invasive method for assessing active, mainly Th2-driven, airway inflammation, which is sensitive to treatment with standard anti-inflammatory therapy. Consequently, FeNO serves as a valued tool to aid the diagnosis and monitoring of several asthma phenotypes. More recently, FeNO has been evaluated in several other respiratory and/or immunological conditions, including allergic rhinitis, chronic rhinosinusitis with/without nasal polyps, atopic dermatitis, eosinophilic esophagitis, and food allergy. In this review, we aim to provide an extensive overview of the current state of knowledge about FeNO as a biomarker in type 2 inflammation, outlining past and recent data on the application of its measurement in patients affected by a broad variety of atopic/allergic disorders.
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Affiliation(s)
- Mauro Maniscalco
- Department of Clinical Medicine and Surgery, Federico II University, 80131 Naples, Italy;
- Istituti Clinici Scientifici Maugeri IRCCS, Pulmonary Rehabilitation Unit of Telese Terme Institute, 82037 Telese Terme, Italy;
| | - Salvatore Fuschillo
- Istituti Clinici Scientifici Maugeri IRCCS, Pulmonary Rehabilitation Unit of Telese Terme Institute, 82037 Telese Terme, Italy;
| | - Ilaria Mormile
- Department of Translational Medical Sciences, Federico II University, 80131 Naples, Italy; (I.M.); (A.D.); (A.d.P.); (G.S.)
| | - Aikaterini Detoraki
- Department of Translational Medical Sciences, Federico II University, 80131 Naples, Italy; (I.M.); (A.D.); (A.d.P.); (G.S.)
| | - Giovanni Sarnelli
- Department of Clinical Medicine and Surgery, Federico II University, 80131 Naples, Italy;
| | - Amato de Paulis
- Department of Translational Medical Sciences, Federico II University, 80131 Naples, Italy; (I.M.); (A.D.); (A.d.P.); (G.S.)
| | - Giuseppe Spadaro
- Department of Translational Medical Sciences, Federico II University, 80131 Naples, Italy; (I.M.); (A.D.); (A.d.P.); (G.S.)
| | - Elena Cantone
- Department of Neuroscience, Reproductive and Odontostomatological Sciences-ENT Section, University of Naples Federico II, 80131 Naples, Italy;
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Takeuchi E, Kondo K, Okano Y, Ichihara S, Kunishige M, Kadota N, Machida H, Hatakeyama N, Naruse K, Ogino H, Nokihara H, Shinohara T, Nishioka Y. Pretreatment eosinophil counts as a predictive biomarker in non-small cell lung cancer patients treated with immune checkpoint inhibitors. Thorac Cancer 2023; 14:3042-3050. [PMID: 37669914 PMCID: PMC10599974 DOI: 10.1111/1759-7714.15100] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 08/24/2023] [Accepted: 08/25/2023] [Indexed: 09/07/2023] Open
Abstract
BACKGROUND The peripheral blood eosinophil count prior to treatment has potential as a predictive biomarker for a beneficial clinical response to cancer immunotherapies. Therefore, the present study investigated the impact of the eosinophil count on overall survival (OS) in non-small cell lung cancer (NSCLC) patients treated with immune checkpoint inhibitors (ICI). METHODS We retrospectively reviewed all patients diagnosed with NSCLC and treated with ICI monotherapy between March 2016 and August 2021 at National Hospital Organization Kochi Hospital and Tokushima University. RESULTS A total of 166 patients were included. Fifty-five patients had an eosinophil count of less than 100 cells/μL (Eo < 100). Nighty-eight patients had an eosinophil count of 100 cells/μL or more, but less than 500 cells/μL (100 ≤ Eo < 500). Thirteen patients had an eosinophil count of 500 cells/μL or more (Eo ≥500). The median OS of all lung cancer patients was 476 days. The median OS of lung cancer patients with Eo <100, 100 ≤ Eo <500, and Eo ≥500 was 339, 667, and 143 days, respectively. A Kaplan-Meier univariate analysis showed a significant difference in OS between these three groups (p < 0.001). A Cox proportional regression analysis identified 100 ≤ Eo <500 (p = 0.04), ECOG PS score ≥ 2 (p = 0.02), tumor size ≥5 cm (p = 0.02), and PD-L1 ≥ 1% (p = 0.01) as independent predictors of OS. CONCLUSION OS was significantly longer in ICI-treated NSCLC patients with a pretreatment eosinophil count of 100 ≤ Eo <500 than in the other patients and, thus, has potential as a new predictive biomarker.
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Affiliation(s)
- Eiji Takeuchi
- Department of Clinical InvestigationNational Hospital Organization Kochi HospitalKochiJapan
| | - Kensuke Kondo
- Department of Respiratory Medicine and Rheumatology, Graduate School of Biomedical SciencesTokushima UniversityTokushimaJapan
| | - Yoshio Okano
- Department of Respiratory MedicineNational Hospital Organization Kochi HospitalKochiJapan
| | - Seiya Ichihara
- Department of Respiratory MedicineNational Hospital Organization Kochi HospitalKochiJapan
| | - Michihiro Kunishige
- Department of Respiratory MedicineNational Hospital Organization Kochi HospitalKochiJapan
| | - Naoki Kadota
- Department of Respiratory MedicineNational Hospital Organization Kochi HospitalKochiJapan
| | - Hisanori Machida
- Department of Respiratory MedicineNational Hospital Organization Kochi HospitalKochiJapan
| | - Nobuo Hatakeyama
- Department of Respiratory MedicineNational Hospital Organization Kochi HospitalKochiJapan
| | - Keishi Naruse
- Department of PathologyNational Hospital Organization Kochi HospitalKochiJapan
| | - Hirokazu Ogino
- Department of Respiratory Medicine and Rheumatology, Graduate School of Biomedical SciencesTokushima UniversityTokushimaJapan
| | - Hiroshi Nokihara
- Department of Respiratory Medicine and Rheumatology, Graduate School of Biomedical SciencesTokushima UniversityTokushimaJapan
| | - Tsutomu Shinohara
- Department of Community Medicine for Respirology, Graduate School of Biomedical SciencesTokushima UniversityTokushimaJapan
| | - Yasuhiko Nishioka
- Department of Respiratory Medicine and Rheumatology, Graduate School of Biomedical SciencesTokushima UniversityTokushimaJapan
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21
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Ghaffari S, Rezaei N. Eosinophils in the tumor microenvironment: implications for cancer immunotherapy. J Transl Med 2023; 21:551. [PMID: 37587450 PMCID: PMC10433623 DOI: 10.1186/s12967-023-04418-7] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Accepted: 08/05/2023] [Indexed: 08/18/2023] Open
Abstract
Despite being an integral part of the immune response in the tumor microenvironment (TME), few studies have mechanistically elucidated eosinophil functions in cancer outcomes. Eosinophils are a minor population of granulocytes that are mostly explored in asthma and allergic disorders. Their influence on primary and metastatic tumors, however, has recently come to light. Eosinophils' diverse armamentarium of mediators and receptors allows them to participate in innate and adaptive immunity, such as type 1 and type 2 immunity, and shape TME and tumor outcomes. Based on TME cells and cytokines, activated eosinophils drive other immune cells to ultimately promote or suppress tumor growth. Discovering exactly what conditions determine the pro-tumorigenic or anti-tumorigenic role of eosinophils allows us to take advantage of these signals and devise novel strategies to target cancer cells. Here, we first revisit eosinophil biology and differentiation as recognizing eosinophil mediators is crucial to their function in homeostatic and pathological conditions as well as tumor outcome. The bulk of our paper discusses eosinophil interactions with tumor cells, immune cells-including T cells, plasma cells, natural killer (NK) cells-and gut microbiota. Eosinophil mediators, such as IL-5, IL-33, granulocyte-macrophage colony-stimulating factor (GM-CSF), thymic stromal lymphopoietin (TSLP), and CCL11 also determine eosinophil behavior toward tumor cells. We then examine the implications of these findings for cancer immunotherapy approaches, including immune checkpoint blockade (ICB) therapy using immune checkpoint inhibitors (ICIs) and chimeric antigen receptor (CAR) T cell therapy. Eosinophils synergize with CAR T cells and ICB therapy to augment immunotherapies.
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Affiliation(s)
- Sasan Ghaffari
- Department of Immunology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, FL, USA
| | - Nima Rezaei
- Research Center for Immunodeficiencies, Pediatrics Center of Excellence, Children's Medical Center, Tehran University of Medical Sciences, Tehran, Iran.
- Department of Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran.
- Network of Immunity in Infection, Malignancy and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), Tehran, Iran.
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22
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Silva RCMC, Lopes MF, Travassos LH. Distinct T helper cell-mediated antitumor immunity: T helper 2 cells in focus. CANCER PATHOGENESIS AND THERAPY 2023; 1:76-86. [PMID: 38328613 PMCID: PMC10846313 DOI: 10.1016/j.cpt.2022.11.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2022] [Revised: 10/07/2022] [Accepted: 11/02/2022] [Indexed: 02/09/2024]
Abstract
The adaptive arm of the immune system is crucial for appropriate antitumor immune responses. It is generally accepted that clusters of differentiation 4+ (CD4+) T cells, which mediate T helper (Th) 1 immunity (type 1 immunity), are the primary Th cell subtype associated with tumor elimination. In this review, we discuss evidence showing that antitumor immunity and better prognosis can be associated with distinct Th cell subtypes in experimental mouse models and humans, with a focus on Th2 cells. The aim of this review is to provide an overview and understanding of the mechanisms associated with different tumor outcomes in the face of immune responses by focusing on the (1) site of tumor development, (2) tumor properties (i. e., tumor metabolism and cytokine receptor expression), and (3) type of immune response that the tumor initially escaped. Therefore, we discuss how low-tolerance organs, such as lungs and brains, might benefit from a less tissue-destructive immune response mediated by Th2 cells. In addition, Th2 cells antitumor effects can be independent of CD8+ T cells, which would circumvent some of the immune escape mechanisms that tumor cells possess, like low expression of major histocompatibility-I (MHC-I). Finally, this review aims to stimulate further studies on the role of Th2 cells in antitumor immunity and briefly discusses emerging treatment options.
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Affiliation(s)
- Rafael Cardoso Maciel Costa Silva
- Laboratory of Immunoreceptors and Signaling, Carlos Chagas Filho Biophysics Institute, Federal University of Rio de Janeiro, Rio de Janeiro 21941-902, Brazil
| | - Marcela Freitas Lopes
- Laboratory of Immunity Biology George DosReis,Carlos Chagas Filho Biophysics Institute, Federal University of Rio de Janeiro, Rio de Janeiro 21941-902, Brazil
| | - Leonardo Holanda Travassos
- Laboratory of Immunoreceptors and Signaling, Carlos Chagas Filho Biophysics Institute, Federal University of Rio de Janeiro, Rio de Janeiro 21941-902, Brazil
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23
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Syeda MZ, Hong T, Zhang C, Ying S, Shen H. Eosinophils: A Friend or Foe in Human Health and Diseases. KIDNEY DISEASES (BASEL, SWITZERLAND) 2022; 9:26-38. [PMID: 36756082 PMCID: PMC9900469 DOI: 10.1159/000528156] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 10/14/2022] [Indexed: 11/19/2022]
Abstract
Background Since their discovery, around 150 years, eosinophils research has been a field of changing perspective, and new directions are emerging since then. Summary Initially, eosinophils were perceived as terminally differentiated cytotoxic effector cells. Clearly, eosinophils are capable of playing functions other than immune responses, which is not surprising given their intricate interactions with pathogens as well as other circulating leukocytes. Attempts to comprehend the eosinophil biology and functions have yielded remarkable insights into their roles in human health and sickness. The use of FDA-approved eosinophils-targeting biologics has provided exciting opportunities to directly explore the contributions of eosinophils in disease etiology in humans. Key Messages In this review, we will focus on the eosinophils' lifecycle and discuss the current state of knowledge from mouse models and retrospective human studies demonstrating eosinophils' roles in the pathogenesis of human diseases such as asthma, cancer, and kidney disorders. Despite three recently approved anti-eosinophil agents, a number of key questions and challenges remain far from settled, thereby generating opportunity to further explore this enigmatic cell. A comprehensive understanding of eosinophils biology and function will surely aid in developing improved therapeutic strategies against eosinophils-associated disorders.
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Affiliation(s)
- Madiha Zahra Syeda
- Department of Respiratory and Critical Care Medicine of the Second Affiliated Hospital, Zhejiang University School of Medicine, Key Laboratory of Respiratory Disease of Zhejiang Province, Hangzhou, China,International Institutes of Medicine, The Fourth Affiliated Hospital of Zhejiang University School of Medicine, Yiwu, China
| | - Tu Hong
- Department of Respiratory and Critical Care Medicine of the Second Affiliated Hospital, Zhejiang University School of Medicine, Key Laboratory of Respiratory Disease of Zhejiang Province, Hangzhou, China,International Institutes of Medicine, The Fourth Affiliated Hospital of Zhejiang University School of Medicine, Yiwu, China
| | - Chao Zhang
- Key Laboratory of Respiratory Disease of Zhejiang Province, Department of Respiratory and Critical Care Medicine, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China,State Key Lab of Respiratory Disease, Guangzhou, China
| | - Songmin Ying
- Department of Respiratory and Critical Care Medicine of the Second Affiliated Hospital, Zhejiang University School of Medicine, Key Laboratory of Respiratory Disease of Zhejiang Province, Hangzhou, China,International Institutes of Medicine, The Fourth Affiliated Hospital of Zhejiang University School of Medicine, Yiwu, China,*Songmin Ying,
| | - Huahao Shen
- Key Laboratory of Respiratory Disease of Zhejiang Province, Department of Respiratory and Critical Care Medicine, Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China,State Key Lab of Respiratory Disease, Guangzhou, China,**Huahao Shen,
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