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Moghaddam SJ, Savai R, Salehi-Rad R, Sengupta S, Kammer MN, Massion P, Beane JE, Ostrin EJ, Priolo C, Tennis MA, Stabile LP, Bauer AK, Sears CR, Szabo E, Rivera MP, Powell CA, Kadara H, Jenkins BJ, Dubinett SM, Houghton AM, Kim CF, Keith RL. Premalignant Progression in the Lung: Knowledge Gaps and Novel Opportunities for Interception of Non-Small Cell Lung Cancer. An Official American Thoracic Society Research Statement. Am J Respir Crit Care Med 2024; 210:548-571. [PMID: 39115548 DOI: 10.1164/rccm.202406-1168st] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Indexed: 08/13/2024] Open
Abstract
Rationale: Despite significant advances in precision treatments and immunotherapy, lung cancer is the most common cause of cancer death worldwide. To reduce incidence and improve survival rates, a deeper understanding of lung premalignancy and the multistep process of tumorigenesis is essential, allowing timely and effective intervention before cancer development. Objectives: To summarize existing information, identify knowledge gaps, formulate research questions, prioritize potential research topics, and propose strategies for future investigations into the premalignant progression in the lung. Methods: An international multidisciplinary team of basic, translational, and clinical scientists reviewed available data to develop and refine research questions pertaining to the transformation of premalignant lung lesions to advanced lung cancer. Results: This research statement identifies significant gaps in knowledge and proposes potential research questions aimed at expanding our understanding of the mechanisms underlying the progression of premalignant lung lesions to lung cancer in an effort to explore potential innovative modalities to intercept lung cancer at its nascent stages. Conclusions: The identified gaps in knowledge about the biological mechanisms of premalignant progression in the lung, together with ongoing challenges in screening, detection, and early intervention, highlight the critical need to prioritize research in this domain. Such focused investigations are essential to devise effective preventive strategies that may ultimately decrease lung cancer incidence and improve patient outcomes.
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Kang W, Wang C, Wang M, Liu M, Hu W, Liang X, Zhang Y. The CXCR2 chemokine receptor: A new target for gastric cancer therapy. Cytokine 2024; 181:156675. [PMID: 38896956 DOI: 10.1016/j.cyto.2024.156675] [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: 04/02/2024] [Revised: 05/21/2024] [Accepted: 06/05/2024] [Indexed: 06/21/2024]
Abstract
Gastric cancer (GC) is one of the most common malignant tumors in the world, and current treatments are still based on surgery and drug therapy. However, due to the complexity of immunosuppression and drug resistance, the treatment of gastric cancer still faces great challenges. Chemokine receptor 2 (CXCR2) is one of the most common therapeutic targets in targeted therapy. As a G protein-coupled receptor, CXCR2 and its ligands play important roles in tumorigenesis and progression. The abnormal expression of these genes in cancer plays a decisive role in the recruitment and activation of white blood cells, angiogenesis, and cancer cell proliferation, and CXCR2 is involved in various stages of tumor development. Therefore, interfering with the interaction between CXCR2 and its ligands is considered a possible target for the treatment of various tumors, including gastric cancer.
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Affiliation(s)
- Wenyan Kang
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, Hengyang Medical School, University of South China, Hengyang Hunan, China
| | - Chengkun Wang
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, Hengyang Medical School, University of South China, Hengyang Hunan, China
| | - Minhui Wang
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, Hengyang Medical School, University of South China, Hengyang Hunan, China
| | - Meiqi Liu
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, Hengyang Medical School, University of South China, Hengyang Hunan, China
| | - Wei Hu
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, Hengyang Medical School, University of South China, Hengyang Hunan, China
| | - Xiaoqiu Liang
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, Hengyang Medical School, University of South China, Hengyang Hunan, China.
| | - Yang Zhang
- Hunan Province Key Laboratory of Tumor Cellular & Molecular Pathology, Cancer Research Institute, Hengyang Medical School, University of South China, Hengyang Hunan, China.
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Balbi M, Mazzaschi G, Leo L, Moron Dalla Tor L, Milanese G, Marrocchio C, Silva M, Mura R, Favia P, Bocchialini G, Trentini F, Minari R, Ampollini L, Quaini F, Roti G, Tiseo M, Sverzellati N. Longitudinal Changes of CT-radiomic and Systemic Inflammatory Features Predict Survival in Advanced Non-Small Cell Lung Cancer Patients Treated With Immune Checkpoint Inhibitors. J Thorac Imaging 2024:00005382-990000000-00147. [PMID: 39188157 DOI: 10.1097/rti.0000000000000801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/28/2024]
Abstract
PURPOSE This study aims to determine whether longitudinal changes in CT radiomic features (RFs) and systemic inflammatory indices outperform single-time-point assessment in predicting survival in advanced non-small cell lung cancer (NSCLC) treated with immune checkpoint inhibitors (ICIs). MATERIALS AND METHODS We retrospectively acquired pretreatment (T0) and first disease assessment (T1) RFs and systemic inflammatory indices from a single-center cohort of stage IV NSCLC patients and computed their delta (Δ) variation as [(T1-T0)/T0]. RFs from the primary tumor were selected for building baseline-radiomic (RAD) and Δ-RAD scores using the linear combination of standardized predictors detected by LASSO Cox regression models. Cox models were generated using clinical features alone or combined with baseline and Δ blood parameters and integrated with baseline-RAD and Δ-RAD. All models were 3-fold cross-validated. A prognostic index (PI) of each model was tested to stratify overall survival (OS) through Kaplan-Meier analysis. RESULTS We included 90 ICI-treated NSCLC patients (median age 70 y [IQR=42 to 85], 63 males). Δ-RAD outperformed baseline-RAD for predicting OS [c-index: 0.632 (95%CI: 0.628 to 0.636) vs. 0.605 (95%CI: 0.601 to 0.608) in the test splits]. Integrating longitudinal changes of systemic inflammatory indices and Δ-RAD with clinical data led to the best model performance [Integrated-Δ model, c-index: 0.750 (95% CI: 0.749 to 0.751) in training and 0.718 (95% CI: 0.715 to 0.721) in testing splits]. PI enabled significant OS stratification within all the models (P-value <0.01), reaching the greatest discriminative ability in Δ models (high-risk group HR up to 7.37, 95% CI: 3.9 to 13.94, P<0.01). CONCLUSION Δ-RAD improved OS prediction compared with single-time-point radiomic in advanced ICI-treated NSCLC. Integrating Δ-RAD with a longitudinal assessment of clinical and laboratory data further improved the prognostic performance.
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Affiliation(s)
- Maurizio Balbi
- Unit of Scienze Radiologiche
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Giulia Mazzaschi
- Medical Oncology Unit
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Ludovica Leo
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | | | - Gianluca Milanese
- Unit of Scienze Radiologiche
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Cristina Marrocchio
- Unit of Scienze Radiologiche
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Mario Silva
- Unit of Scienze Radiologiche
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Rebecca Mura
- Unit of Scienze Radiologiche
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Pasquale Favia
- Unit of Scienze Radiologiche
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | | | - Francesca Trentini
- Medical Oncology Unit
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | | | - Luca Ampollini
- Thoracic Surgery Unit, University Hospital of Parma
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Federico Quaini
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Giovanni Roti
- Translational Hematology Unit
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Marcello Tiseo
- Medical Oncology Unit
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Nicola Sverzellati
- Unit of Scienze Radiologiche
- Department of Medicine and Surgery, University of Parma, Parma, Italy
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Reddy SU, Sadia FZ, Vancura A, Vancurova I. IFNγ-Induced Bcl3, PD-L1 and IL-8 Signaling in Ovarian Cancer: Mechanisms and Clinical Significance. Cancers (Basel) 2024; 16:2676. [PMID: 39123403 PMCID: PMC11311860 DOI: 10.3390/cancers16152676] [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: 05/19/2024] [Revised: 07/18/2024] [Accepted: 07/25/2024] [Indexed: 08/12/2024] Open
Abstract
IFNγ, a pleiotropic cytokine produced not only by activated lymphocytes but also in response to cancer immunotherapies, has both antitumor and tumor-promoting functions. In ovarian cancer (OC) cells, the tumor-promoting functions of IFNγ are mediated by IFNγ-induced expression of Bcl3, PD-L1 and IL-8/CXCL8, which have long been known to have critical cellular functions as a proto-oncogene, an immune checkpoint ligand and a chemoattractant, respectively. However, overwhelming evidence has demonstrated that these three genes have tumor-promoting roles far beyond their originally identified functions. These tumor-promoting mechanisms include increased cancer cell proliferation, invasion, angiogenesis, metastasis, resistance to chemotherapy and immune escape. Recent studies have shown that IFNγ-induced Bcl3, PD-L1 and IL-8 expression is regulated by the same JAK1/STAT1 signaling pathway: IFNγ induces the expression of Bcl3, which then promotes the expression of PD-L1 and IL-8 in OC cells, resulting in their increased proliferation and migration. In this review, we summarize the recent findings on how IFNγ affects the tumor microenvironment and promotes tumor progression, with a special focus on ovarian cancer and on Bcl3, PD-L1 and IL-8/CXCL8 signaling. We also discuss promising novel combinatorial strategies in clinical trials targeting Bcl3, PD-L1 and IL-8 to increase the effectiveness of cancer immunotherapies.
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Affiliation(s)
| | | | | | - Ivana Vancurova
- Department of Biological Sciences, St. John’s University, New York, NY 11439, USA; (S.U.R.); (F.Z.S.); (A.V.)
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Kwak JW, Nguyen HQ, Camai A, Huffman GM, Mekvanich S, Kenney NN, Zhu X, Randolph TW, Houghton AM. CXCR1/2 antagonism inhibits neutrophil function and not recruitment in cancer. Oncoimmunology 2024; 13:2384674. [PMID: 39076249 PMCID: PMC11285219 DOI: 10.1080/2162402x.2024.2384674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 07/10/2024] [Accepted: 07/22/2024] [Indexed: 07/31/2024] Open
Abstract
The level of tumor and circulating CXCR1/2-expressing neutrophils and CXCR1/2 ligands correlate with poor patient outcomes, inversely correlate with tumoral lymphocyte content, and predict immune checkpoint inhibitor (ICI) treatment failure. Accordingly, CXCR2-selective and CXCR1/2 dual inhibitors exhibit activity both as single agents and in combination with ICI treatment in mouse tumor models. Based on such reports, clinical trials combining CXCR1/2 axis antagonists with ICI treatment for cancer patients are underway. It has been assumed that CXCR1/2 blockade impacts tumors by blocking neutrophil chemotaxis and reducing neutrophil content in tumors. Here, we show that while CXCR2 antagonism does slow tumor growth, it does not preclude neutrophil recruitment into tumor. Instead, CXCR1/2 inhibition alters neutrophil function by blocking the polarization of transcriptional programs toward immune suppressive phenotypes and rendering neutrophils incapable of suppressing lymphocyte proliferation. This is associated with decreased release of reactive oxygen species and Arginase-1 into the extracellular milieu. Remarkably, these therapeutics do not impact the ability of neutrophils to phagocytose and kill ingested bacteria. Taken together, these results mechanistically explain why CXCR1/2 inhibition has been active in cancer but without infectious complications.
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Affiliation(s)
- Jeff W. Kwak
- Translational Science & Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, USA
| | - Helena Q. Nguyen
- Translational Science & Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, USA
| | - Alex Camai
- Translational Science & Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, USA
| | - Grace M. Huffman
- Translational Science & Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, USA
| | - Surapat Mekvanich
- Translational Science & Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, USA
| | - Naia N. Kenney
- Translational Science & Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, USA
| | - Xiaodong Zhu
- Translational Science & Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, USA
| | | | - A. McGarry Houghton
- Translational Science & Therapeutics Division, Fred Hutchinson Cancer Center, Seattle, USA
- Clinical Research Division, Fred Hutchinson Cancer Center, Seattle, USA
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Washington, Seattle, WA, USA
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Yamamoto N, Kitano S, Koyama T, Ikeda M, Mizugaki H, Narikiyo T, Yamaguchi Y, Ishida T, Takubo R, Ogami C, Sekiya M, Nakagawa Y, Kuboki Y. Phase I study of the safety and clinical activity of the interleukin-8 inhibitor AMY109 combined with atezolizumab in patients with advanced solid cancers. J Immunother Cancer 2024; 12:e009262. [PMID: 39053945 DOI: 10.1136/jitc-2024-009262] [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: 06/24/2024] [Indexed: 07/27/2024] Open
Abstract
BACKGROUND Immunosuppressive conditions within the tumor microenvironment (TME) can allow tumors to evade the immune system, including by hampering programmed death ligand 1 (PD-L1) inhibitor activity. Interleukin (IL)-8 contributes to immunosuppression and fibrosis in the TME. AMY109, a humanized anti-IL-8 monoclonal antibody, reduced fibrosis and decreased immunosuppressive cells in tumor tissue in animals. Combining AMY109 with atezolizumab (anti-PD-L1 antibody) may enhance its antitumor effects by making the TME more favorable to PD-L1 inhibition. METHODS This multicenter, open-label, dose-escalation study evaluated the safety, pharmacokinetics, and clinical activity of AMY109 plus atezolizumab in patients with previously treated advanced solid tumors and Eastern Cooperative Oncology Group performance status 0 or 1. Patients received AMY109 (2-45 mg/kg) plus atezolizumab (1200 mg) intravenously every 3 weeks in part 1, and AMY109 (15-45 mg/kg) plus atezolizumab (1200 mg) in part 2. Primary endpoints were the dose-limiting toxicity (DLT), safety, and pharmacokinetics of AMY109 and atezolizumab in Part 1, and safety and antitumor activity per investigator-assessed Response Evaluation Criteria in Solid Tumors 1.1 in part 2. Exploratory analyses of peripheral and tumor biomarker were conducted. RESULTS Overall, 38 patients (18 in part 1 and 20 in part 2) were enrolled. Part 1 showed no DLTs and a dose-proportional increase in AMY109 exposure over 2-45 mg/kg, with no apparent change in mean atezolizumab serum concentrations across AMY109 dosing. Plasma IL-8 concentration accumulation was seen in all dose cohorts after AMY109 initiation. Grade 1-3 treatment-related adverse events (AEs) occurred in 21 of 38 patients (55%). Treatment-related serious AEs occurred in two patients (5%). No AEs led to treatment withdrawal. Partial responses (PRs) occurred in 2 of 38 patients; the confirmed objective response rate was 5%. These patients had uterocervical and pancreatic cancer, respectively, and had been treated for >500 days at the cut-off date: one had received 45 mg/kg of AMY109 throughout, and the other received 30 mg/kg of AMY109 until cycle 5, then 45 mg/kg thereafter. CONCLUSIONS With no DLTs, AMY109 plus atezolizumab was well tolerated in patients with advanced solid tumors, with no new safety signals. AMY109 showed a dose-proportional increase in exposure. The PRs in two patients were durable.
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Affiliation(s)
- Noboru Yamamoto
- Department of Experimental Therapeutics, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
| | - Shigehisa Kitano
- Advanced Medical Development Center, The Cancer Institute Hospital of the Japanese Foundation for Cancer Research, Koto-ku, Tokyo, Japan
| | - Takafumi Koyama
- Department of Experimental Therapeutics, National Cancer Center Hospital, Chuo-ku, Tokyo, Japan
| | - Masafumi Ikeda
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center-Hospital East, Kashiwa, Chiba, Japan
| | - Hidenori Mizugaki
- Advanced Medical Development Center, The Cancer Institute Hospital of the Japanese Foundation for Cancer Research, Koto-ku, Tokyo, Japan
- Department of Respiratory Medicine, Hokkaido Cancer Center, Sapporo, Hokkaido, Japan
| | | | | | | | - Ryoko Takubo
- Chugai Pharmaceutical Co Ltd, Chuo-ku, Tokyo, Japan
| | - Chika Ogami
- Chugai Pharmaceutical Co Ltd, Chuo-ku, Tokyo, Japan
| | | | | | - Yasutoshi Kuboki
- Department of Experimental Therapeutics and GI Oncology, National Cancer Center Hospital East, Kashiwa, Japan
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Yi M, Li T, Niu M, Zhang H, Wu Y, Wu K, Dai Z. Targeting cytokine and chemokine signaling pathways for cancer therapy. Signal Transduct Target Ther 2024; 9:176. [PMID: 39034318 PMCID: PMC11275440 DOI: 10.1038/s41392-024-01868-3] [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: 02/28/2024] [Revised: 04/30/2024] [Accepted: 05/11/2024] [Indexed: 07/23/2024] Open
Abstract
Cytokines are critical in regulating immune responses and cellular behavior, playing dual roles in both normal physiology and the pathology of diseases such as cancer. These molecules, including interleukins, interferons, tumor necrosis factors, chemokines, and growth factors like TGF-β, VEGF, and EGF, can promote or inhibit tumor growth, influence the tumor microenvironment, and impact the efficacy of cancer treatments. Recent advances in targeting these pathways have shown promising therapeutic potential, offering new strategies to modulate the immune system, inhibit tumor progression, and overcome resistance to conventional therapies. In this review, we summarized the current understanding and therapeutic implications of targeting cytokine and chemokine signaling pathways in cancer. By exploring the roles of these molecules in tumor biology and the immune response, we highlighted the development of novel therapeutic agents aimed at modulating these pathways to combat cancer. The review elaborated on the dual nature of cytokines as both promoters and suppressors of tumorigenesis, depending on the context, and discussed the challenges and opportunities this presents for therapeutic intervention. We also examined the latest advancements in targeted therapies, including monoclonal antibodies, bispecific antibodies, receptor inhibitors, fusion proteins, engineered cytokine variants, and their impact on tumor growth, metastasis, and the tumor microenvironment. Additionally, we evaluated the potential of combining these targeted therapies with other treatment modalities to overcome resistance and improve patient outcomes. Besides, we also focused on the ongoing research and clinical trials that are pivotal in advancing our understanding and application of cytokine- and chemokine-targeted therapies for cancer patients.
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Affiliation(s)
- Ming Yi
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310000, People's Republic of China
| | - Tianye Li
- Department of Gynecology, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, 310000, People's Republic of China
| | - Mengke Niu
- Department of Oncology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, People's Republic of China
| | - Haoxiang Zhang
- Department of Hepatopancreatobiliary Surgery, Fujian Provincial Hospital, Fuzhou, 350001, People's Republic of China
| | - Yuze Wu
- Department of Oncology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, People's Republic of China
| | - Kongming Wu
- Department of Oncology, Tongji Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, People's Republic of China.
| | - Zhijun Dai
- Department of Breast Surgery, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, 310000, People's Republic of China.
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8
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Zhou Y, Na C, Li Z. Novel insights into immune cells modulation of tumor resistance. Crit Rev Oncol Hematol 2024; 202:104457. [PMID: 39038527 DOI: 10.1016/j.critrevonc.2024.104457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 07/16/2024] [Accepted: 07/17/2024] [Indexed: 07/24/2024] Open
Abstract
Tumor resistance poses a significant challenge to effective cancer treatment, making it imperative to explore new therapeutic strategies. Recent studies have highlighted the profound involvement of immune cells in the development of tumor resistance. Within the tumor microenvironment, macrophages undergo polarization into the M2 phenotype, thus promoting the emergence of drug-resistant tumors. Neutrophils contribute to tumor resistance by forming extracellular traps. While T cells and natural killer (NK) cells exert their impact through direct cytotoxicity against tumor cells. Additionally, dendritic cells (DCs) have been implicated in preventing tumor drug resistance by stimulating T cell activation. In this review, we provide a comprehensive summary of the current knowledge regarding immune cell-mediated modulation of tumor resistance at the molecular level, with a particular focus on macrophages, neutrophils, DCs, T cells, and NK cells. The targeting of immune cell modulation exhibits considerable potential for addressing drug resistance, and an in-depth understanding of the molecular interactions between immune cells and tumor cells holds promise for the development of innovative therapies. Furthermore, we explore the clinical implications of these immune cells in the treatment of drug-resistant tumors. This review emphasizes the exploration of novel approaches that harness the functional capabilities of immune cells to effectively overcome drug-resistant tumors.
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Affiliation(s)
- Yi Zhou
- Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen 518107, China; School of Medicine, Sun Yat-sen University, Shenzhen 518107, China
| | - Chuhan Na
- Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen 518107, China; School of Medicine, Sun Yat-sen University, Shenzhen 518107, China
| | - Zhigang Li
- Scientific Research Center, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen 518107, China; Shenzhen Key Laboratory of Chinese Medicine Active Substance Screening and Translational Research, Shenzhen 518107, China.
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Yaghoubi Naei V, Monkman J, Sadeghirad H, Mehdi A, Blick T, Mullally W, O'Byrne K, Warkiani ME, Kulasinghe A. Spatial proteomic profiling of tumor and stromal compartments in non-small-cell lung cancer identifies signatures associated with overall survival. Clin Transl Immunology 2024; 13:e1522. [PMID: 39026528 PMCID: PMC11257771 DOI: 10.1002/cti2.1522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Revised: 07/04/2024] [Accepted: 07/05/2024] [Indexed: 07/20/2024] Open
Abstract
Objectives Non-small-cell lung carcinoma (NSCLC) is the most prevalent and lethal form of lung cancer. The need for biomarker-informed stratification of targeted therapies has underpinned the need to uncover the underlying properties of the tumor microenvironment (TME) through high-plex quantitative assays. Methods In this study, we profiled resected NSCLC tissues from 102 patients by targeted spatial proteomics of 78 proteins across tumor, immune activation, immune cell typing, immune-oncology, drug targets, cell death and PI3K/AKT modules to identify the tumor and stromal signatures associated with overall survival (OS). Results Survival analysis revealed that stromal CD56 (HR = 0.384, P = 0.06) and tumoral TIM3 (HR = 0.703, P = 0.05) were associated with better survival in univariate Cox models. In contrast, after adjusting for stage, BCLXL (HR = 2.093, P = 0.02) and cleaved caspase 9 (HR = 1.575, P = 0.1) negatively influenced survival. Delta testing indicated the protective effect of TIM-3 (HR = 0.614, P = 0.04) on OS. In multivariate analysis, CD56 (HR = 0.172, P = 0.001) was associated with better survival in the stroma, while B7.H3 (HR = 1.72, P = 0.008) was linked to poorer survival in the tumor. Conclusions Deciphering the TME using high-plex spatially resolved methods is giving us new insights into compartmentalised tumor and stromal protein signatures associated with clinical endpoints in NSCLC.
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Affiliation(s)
- Vahid Yaghoubi Naei
- School of Biomedical EngineeringUniversity of Technology SydneySydneyNSWAustralia
- Frazer Institute, Faculty of MedicineThe University of QueenslandBrisbaneQLDAustralia
| | - James Monkman
- Frazer Institute, Faculty of MedicineThe University of QueenslandBrisbaneQLDAustralia
| | - Habib Sadeghirad
- Frazer Institute, Faculty of MedicineThe University of QueenslandBrisbaneQLDAustralia
| | - Ahmed Mehdi
- Queensland Cyber Infrastructure Foundation (QCIF) LtdThe University of QueenslandBrisbaneQLDAustralia
| | - Tony Blick
- Frazer Institute, Faculty of MedicineThe University of QueenslandBrisbaneQLDAustralia
| | | | - Ken O'Byrne
- The Princess Alexandra HospitalBrisbaneQLDAustralia
| | | | - Arutha Kulasinghe
- Frazer Institute, Faculty of MedicineThe University of QueenslandBrisbaneQLDAustralia
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Miao S, Rodriguez BL, Gibbons DL. The Multifaceted Role of Neutrophils in NSCLC in the Era of Immune Checkpoint Inhibitors. Cancers (Basel) 2024; 16:2507. [PMID: 39061147 PMCID: PMC11274601 DOI: 10.3390/cancers16142507] [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: 06/29/2024] [Accepted: 07/02/2024] [Indexed: 07/28/2024] Open
Abstract
Lung cancer is the most common cause of cancer-related death in both males and females in the U.S. and non-small-cell lung cancer (NSCLC) accounts for 85%. Although the use of first- or second-line immune checkpoint inhibitors (ICIs) exhibits remarkable clinical benefits, resistance to ICIs develops over time and dampens the efficacy of ICIs in patients. Tumor-associated neutrophils (TANs) have an important role in modulating the tumor microenvironment (TME) and tumor immune response. The major challenge in the field is to characterize the TANs in NSCLC TME and understand the link between TAN-related immunosuppression with ICI treatment response. In this review, we summarize the current studies of neutrophil interaction with malignant cells, T-cells, and other components in the TME. Ongoing clinical trials are aimed at utilizing reagents that have putative effects on tumor-associated neutrophils, in combination with ICI. Elevated neutrophil populations and neutrophil-associated factors could be potential therapeutic targets to enhance anti-PD1 treatment in NSCLC.
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Affiliation(s)
- Shucheng Miao
- Department of Thoracic Head & Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX 77030, USA; (S.M.); (B.L.R.)
- The University of Texas MD Anderson Cancer Center, UTHealth at Houston Graduate School of Biomedical Sciences, Houston, TX 77030, USA
| | - Bertha Leticia Rodriguez
- Department of Thoracic Head & Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX 77030, USA; (S.M.); (B.L.R.)
| | - Don L. Gibbons
- Department of Thoracic Head & Neck Medical Oncology, MD Anderson Cancer Center, Houston, TX 77030, USA; (S.M.); (B.L.R.)
- The University of Texas MD Anderson Cancer Center, UTHealth at Houston Graduate School of Biomedical Sciences, Houston, TX 77030, USA
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Jones DC, Elz AE, Hadadianpour A, Ryu H, Glass DR, Newell EW. Cell Simulation as Cell Segmentation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.25.591218. [PMID: 38712065 PMCID: PMC11071468 DOI: 10.1101/2024.04.25.591218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Single-cell spatial transcriptomics promises a highly detailed view of a cell's transcriptional state and microenvironment, yet inaccurate cell segmentation can render this data murky by misattributing large numbers of transcripts to nearby cells or conjuring nonexistent cells. We adopt methods from ab initio cell simulation to rapidly infer morphologically plausible cell boundaries that preserve cell type heterogeneity. Benchmarking applied to datasets generated by three commercial platforms show superior performance and computational efficiency of this approach compared with existing methods. We show that improved accuracy in cell segmentation aids greatly in detection of difficult to accurately segment tumor infiltrating immune cells such as neutrophils and T cells. Lastly, through improvements in our ability to delineate subsets of tumor infiltrating T cells, we show that CXCL13-expressing CD8+ T cells tend to be more closely associated with tumor cells than their CXCL13-negative counterparts in data generated from renal cell carcinoma patient samples.
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Affiliation(s)
- Daniel C. Jones
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
- Immunotherapy Integrated Research Center, Fred Hutchinson Cancer, Seattle, Washington, USA
| | - Anna E. Elz
- Immunotherapy Integrated Research Center, Fred Hutchinson Cancer, Seattle, Washington, USA
| | - Azadeh Hadadianpour
- Immunotherapy Integrated Research Center, Fred Hutchinson Cancer, Seattle, Washington, USA
| | - Heeju Ryu
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - David R. Glass
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Evan W. Newell
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
- Immunotherapy Integrated Research Center, Fred Hutchinson Cancer, Seattle, Washington, USA
- Department of Lab Medicine and Pathology, University of Washington, Seattle, Washington, USA
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12
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Roschelle M, Rabbani R, Gweon S, Kumar R, Vercruysse A, Cho NW, Spitzer MH, Niknejad AM, Stojanović VM, Anwar M. A Wireless, Multicolor Fluorescence Image Sensor Implant for Real-Time Monitoring in Cancer Therapy. ARXIV 2024:arXiv:2406.18881v1. [PMID: 38979489 PMCID: PMC11230517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Real-time monitoring of dynamic biological processes in the body is critical to understanding disease progression and treatment response. This data, for instance, can help address the lower than 50% response rates to cancer immunotherapy. However, current clinical imaging modalities lack the molecular contrast, resolution, and chronic usability for rapid and accurate response assessments. Here, we present a fully wireless image sensor featuring a 2.5×5 mm2 CMOS integrated circuit for multicolor fluorescence imaging deep in tissue. The sensor operates wirelessly via ultrasound (US) at 5 cm depth in oil, harvesting energy with 221 mW/cm2 incident US power density (31% of FDA limits) and backscattering data at 13 kbps with a bit error rate <10-6. In-situ fluorescence excitation is provided by micro-laser diodes controlled with a programmable on-chip driver. An optical frontend combining a multi-bandpass interference filter and a fiber optic plate provides >6 OD excitation blocking and enables three-color imaging for detecting multiple cell types. A 36×40-pixel array captures images with <125 μm resolution. We demonstrate wireless, dual-color fluorescence imaging of both effector and suppressor immune cells in ex vivo mouse tumor samples with and without immunotherapy. These results show promise for providing rapid insight into therapeutic response and resistance, guiding personalized medicine.
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Affiliation(s)
- Micah Roschelle
- Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley CA 94720 USA
| | - Rozhan Rabbani
- Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley CA 94720 USA
| | - Surin Gweon
- Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley CA 94720 USA
| | - Rohan Kumar
- Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley CA 94720 USA
| | - Alec Vercruysse
- Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley CA 94720 USA
| | - Nam Woo Cho
- Department of Radiation Oncology and the Department of Otolaryngology-Head and Neck Surgery, University of California, San Francisco, CA 94158 USA
| | - Matthew H. Spitzer
- Department of Otolaryngology-Head and Neck Surgery and the Department of Microbiology and Immunology, University of California, San Francisco, CA 94158 USA
| | - Ali M. Niknejad
- Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley CA 94720 USA
| | - Vladimir M. Stojanović
- Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley CA 94720 USA
| | - Mekhail Anwar
- Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley, CA 94720 USA
- Department of Radiation Oncology, University of California, San Francisco, CA 94158 USA
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13
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Sun H, Li S, Wang Q, Luo C, Zhong L, Wan G, Li Z, Zhao G, Bu X, Zeng M, Feng G. Formyl peptide enhances cancer immunotherapy by activating antitumoral neutrophils, and T cells. Biomed Pharmacother 2024; 175:116670. [PMID: 38692065 DOI: 10.1016/j.biopha.2024.116670] [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: 02/22/2024] [Revised: 04/17/2024] [Accepted: 04/24/2024] [Indexed: 05/03/2024] Open
Abstract
Neutrophils are heterogeneous and plastic, with the ability to polarize from antitumour to protumour phenotype and modulate tumour microenvironment components. While some advances have been made, the neutrophil-targeting therapy remains underexplored. Activation of formyl peptide receptors (FPRs) by formylated peptides is needed for local control of infection through the recruitment of activated neutrophils while the potential contribution of antitumour activity remains underexplored. Here, we demonstrate that neutrophils can be harnessed to suppress tumour growth through the action of the formyl peptide (FP) on the formyl peptide receptor (FPR). Mechanistically, FP efficiently recruits neutrophils to produce reactive oxygen species production (ROS), resulting in the direct killing of tumours. Antitumour functions disappeared when neutrophils were depleted by anti-Ly6G antibodies. Interestingly, extensive T-cell activation was observed in mouse tumours treated with FP, showing the potential to alter the immune suppressed tumour microenvironment (TME) and further sensitize mice to anti-PD1 therapy. Transcriptomic and flow cytometry analyses revealed the mechanisms of FP-sensitized anti-PD1 therapy, mainly including stimulated neutrophils and an altered immune-suppressed tumour microenvironment. Collectively, these data establish FP as an effective combination partner for sensitizing anti-PD1 therapy by stimulating tumour-infiltrated neutrophils.
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Affiliation(s)
- Haixia Sun
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Department of Experimental Research, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou,Guangdong 510060, China; Department of Pharmacy, Shenzhen Third People's Hospital, Shenzhen, Guangdong Province 518112, China
| | - Shuxin Li
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Department of Experimental Research, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou,Guangdong 510060, China
| | - Qiaoli Wang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Department of Experimental Research, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou,Guangdong 510060, China
| | - Chunxiang Luo
- Guangxi Hospital Division of The First Affiliated Hospital, Sun Yat-Sen University, Nanning 530022, China
| | - Lanyi Zhong
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Department of Experimental Research, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou,Guangdong 510060, China
| | - Guohui Wan
- School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, China
| | - Ziqian Li
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Department of Experimental Research, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou,Guangdong 510060, China
| | - Gexin Zhao
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Department of Experimental Research, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou,Guangdong 510060, China
| | - Xianzhang Bu
- School of Pharmaceutical Sciences, Sun Yat-Sen University, Guangzhou 510006, China
| | - Musheng Zeng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Department of Experimental Research, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou,Guangdong 510060, China
| | - Guokai Feng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Department of Experimental Research, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou,Guangdong 510060, China.
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14
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Riudavets M, Auclin E, Mosteiro M, Dempsey N, Majem M, Prelaj A, López-Castro R, Bosch-Barrera J, Pilotto S, Escalera E, Tagliamento M, Mosquera J, Zalcman G, Aboubakar Nana F, Ponce S, Albarrán-Artahona V, Dal Maso A, Spotti M, Mielgo X, Mussat E, Reyes R, Benítez JC, Lupinacci L, Duchemann B, De Giglio A, Blaquier JB, Audigier-Valette C, Scheffler M, Nadal E, Lopes G, Signorelli D, Garcia-Campelo R, Menis J, Bluthgen V, Campayo M, Recondo G, Besse B, Mezquita L, Planchard D. Association Between Lung Immune Prognostic Index and Durvalumab Consolidation Outcomes in Patients With Locally Advanced Non-Small-Cell Lung Cancer. Clin Lung Cancer 2024; 25:233-243.e8. [PMID: 38105153 DOI: 10.1016/j.cllc.2023.11.007] [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: 08/22/2023] [Revised: 11/07/2023] [Accepted: 11/13/2023] [Indexed: 12/19/2023]
Abstract
INTRODUCTION The LIPI, based on pretreatment derived neutrophils/[leukocytes-neutrophils] ratio (dNLR) and LDH, is associated with immune checkpoint inhibitors (ICI) outcomes in advanced non-small-cell lung cancer (NSCLC). We aimed to assess baseline LIPI correlation with durvalumab consolidation outcomes in the locally advanced setting. MATERIAL AND METHODS Multicentre retrospective study (330 patients) with stage III unresectable NSCLC treated with durvalumab after chemo-radiotherapy between April 2015 and December 2020; 65 patients treated with chemo-radiotherapy only. Baseline LIPI characterized 3 groups: good (dNLR≤3+LDH≤ULN), intermediate (dNLR>3/LDH>ULN) and poor (dNLR>3+LDH>ULN). Primary endpoint was overall survival (OS). RESULTS In the durvalumab cohort, median age was 67 years, 95% smokers, 98% with a performance status of 0-1; 60% had nonsquamous histology and 16% a PD-L1 expression <1%. Radiotherapy was delivered concurrently in 81%. LIPI was evaluable in 216 patients: 66% good, 31% intermediate, 3% poor. LIPI significantly correlated with median OS (median follow-up: 19 months): 18.1 months vs. 47.0 months vs. not reached in poor, intermediate and good LIPI groups, respectively (P = .03). A trend between objective response rate and LIPI groups was observed: 0% vs. 41% vs. 45%, respectively (P = .05). The pooled intermediate/poor LIPI group was associated with shorter OS (HR 1.97; P = .03) and higher risk of progressive disease (OR 2.68; P = .047). Survivals and response were not influenced in the control cohort. CONCLUSION Baseline LIPI correlated with outcomes in patients with locally advanced NSCLC treated with durvalumab consolidation, but not in those who only received chemo-radiotherapy, providing further evidence of its prognostic and potential predictive role of ICI benefit in NSCLC.
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Affiliation(s)
- Mariona Riudavets
- Medical Oncology Department, Gustave Roussy cancer campus, Villejuif, France
| | - Edouard Auclin
- Medical Oncology Department, Hôpital Européen Georges Pompidou, AP-HP Centre, Université Paris Cité, Paris, France
| | - Miguel Mosteiro
- Medical Oncology Department, Institut Català d'Oncologia - ICO Hospitalet, Barcelona, Spain
| | - Naomi Dempsey
- Medical Oncology Department, Jackson Memorial Hospital, Miami, FL
| | - Margarita Majem
- Medical Oncology Department, Hospital de la Santa Creu I Sant Pau, Barcelona, Spain
| | - Arsela Prelaj
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milan, Milano, Italy
| | - Rafael López-Castro
- Medical Oncology Department, Hospital Clínico Universitario de Valladolid, Valladolid, Spain
| | - Joaquim Bosch-Barrera
- Medical Oncology Department, Catalan Institute of Oncology, Hospital Universitari Josep Trueta, Girona, Spain
| | - Sara Pilotto
- Medical Oncology Department, University and Hospital Trust of Verona, Verona, Italy
| | - Elena Escalera
- Medical Oncology Department, Hospital Clínico de Salamanca, Salamanca, Spain
| | - Marco Tagliamento
- Medical Oncology Department, Gustave Roussy cancer campus, Villejuif, France; Internal Medicine and Medical Specialties Department, University of Genova, Genova, Italy
| | - Joaquin Mosquera
- Medical Oncology Department, Hospital Universitario A Coruña, A Coruña, Spain
| | - Gérard Zalcman
- Université Paris Cité, Thoracic Oncology Department, CIC Inserm 1425, Hôpital Bichat-Claude Bernard, Paris, France
| | | | - Santiago Ponce
- Medical Oncology Department, Hospital 12 de Octubre, Madrid, Spain
| | - Víctor Albarrán-Artahona
- Medical Oncology Department, Department of Medicine, Hospital Clinic, Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Alessandro Dal Maso
- Medical Oncology Department, Istituto Oncologico Veneto IRCCS, Padova, Italy
| | - Martina Spotti
- Medical Oncology Department, Hospital Alemán, Buenos Aires, Argentina
| | - Xabier Mielgo
- Medical Oncology Department, Hospital Universitario Fundación Alcorcón, Madrid, Spain
| | - Elodie Mussat
- Medical Oncology Department, Hôpital Européen Georges Pompidou, AP-HP Centre, Université Paris Cité, Paris, France
| | - Roxana Reyes
- Medical Oncology Department, Department of Medicine, Hospital Clinic, Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, University of Barcelona, Barcelona, Spain
| | - Jose-Carlos Benítez
- Medical Oncology Department, Gustave Roussy cancer campus, Villejuif, France; Medical Oncology Department, Hospital Universitari Mutua Terrassa, Terrassa, Barcelona, Spain
| | - Lorena Lupinacci
- Medical Oncology Department, Hospital Italiano, Buenos Aires, Argentina
| | - Boris Duchemann
- Medical Oncology Department, Hôpital Avicenne, Bobigny, France
| | - Andrea De Giglio
- Medical Oncology Department, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Juan Bautista Blaquier
- Medical Oncology Department, Centro de Educación Médica e Investigaciones Clínicas (CEMIC), Buenos Aires, Argentina
| | | | - Matthias Scheffler
- Internal Medicine I Department, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Ernest Nadal
- Medical Oncology Department, Institut Català d'Oncologia - ICO Hospitalet, Barcelona, Spain
| | - Gilberto Lopes
- Medical Oncology Department, Jackson Memorial Hospital, Miami, FL
| | - Diego Signorelli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale dei Tumori di Milan, Milano, Italy; Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | | | - Jessica Menis
- Medical Oncology Department, Istituto Oncologico Veneto IRCCS, Padova, Italy
| | - Virginia Bluthgen
- Medical Oncology Department, Hospital Alemán, Buenos Aires, Argentina
| | - Marc Campayo
- Medical Oncology Department, Hospital Universitari Mutua Terrassa, Terrassa, Barcelona, Spain
| | - Gonzalo Recondo
- Medical Oncology Department, Centro de Educación Médica e Investigaciones Clínicas (CEMIC), Buenos Aires, Argentina
| | - Benjamin Besse
- Medical Oncology Department, Gustave Roussy cancer campus, Villejuif, France
| | - Laura Mezquita
- Medical Oncology Department, Department of Medicine, Hospital Clinic, Laboratory of Translational Genomics and Targeted Therapies in Solid Tumors, IDIBAPS, University of Barcelona, Barcelona, Spain.
| | - David Planchard
- Medical Oncology Department, Gustave Roussy cancer campus, Villejuif, France
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15
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Horvath L, Puschmann C, Scheiber A, Martowicz A, Sturm G, Trajanoski Z, Wolf D, Pircher A, Salcher S. Beyond binary: bridging neutrophil diversity to new therapeutic approaches in NSCLC. Trends Cancer 2024; 10:457-474. [PMID: 38360439 DOI: 10.1016/j.trecan.2024.01.010] [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: 11/03/2023] [Revised: 01/19/2024] [Accepted: 01/23/2024] [Indexed: 02/17/2024]
Abstract
Neutrophils represent the most abundant myeloid cell subtype in the non-small-cell lung cancer (NSCLC) tumor microenvironment (TME). By anti- or protumor polarization, they impact multiple aspects of tumor biology and affect sensitivity to conventional therapies and immunotherapies. Single-cell RNA sequencing (scRNA-seq) analyses have unraveled an extensive neutrophil heterogeneity, helping our understanding of their pleiotropic role. In this review we summarize recent data and models on tumor-associated neutrophil (TAN) biology, focusing on the diversity that evolves in response to tumor-intrinsic cues. We categorize available transcriptomic profiles from different cancer entities into a defined set of neutrophil subclusters with distinct phenotypic properties, to step beyond the traditional binary N1/2 classification. Finally, we discuss potential ways to exploit these neutrophil states in the setting of anticancer therapy.
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Affiliation(s)
- Lena Horvath
- Department of Hematology and Oncology, Internal Medicine V, Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck (MUI), Innsbruck, Austria
| | - Constanze Puschmann
- Department of Hematology and Oncology, Internal Medicine V, Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck (MUI), Innsbruck, Austria
| | - Alexandra Scheiber
- Department of Hematology and Oncology, Internal Medicine V, Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck (MUI), Innsbruck, Austria
| | - Agnieszka Martowicz
- Department of Hematology and Oncology, Internal Medicine V, Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck (MUI), Innsbruck, Austria
| | - Gregor Sturm
- Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria; Boehringer Ingelheim International Pharma GmbH & Co KG, Biberach, Germany
| | - Zlatko Trajanoski
- Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria
| | - Dominik Wolf
- Department of Hematology and Oncology, Internal Medicine V, Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck (MUI), Innsbruck, Austria
| | - Andreas Pircher
- Department of Hematology and Oncology, Internal Medicine V, Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck (MUI), Innsbruck, Austria
| | - Stefan Salcher
- Department of Hematology and Oncology, Internal Medicine V, Comprehensive Cancer Center Innsbruck (CCCI), Medical University of Innsbruck (MUI), Innsbruck, Austria.
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16
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De Velasco MA, Kura Y, Fujita K, Uemura H. Moving toward improved immune checkpoint immunotherapy for advanced prostate cancer. Int J Urol 2024; 31:307-324. [PMID: 38167824 DOI: 10.1111/iju.15378] [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: 08/17/2023] [Accepted: 12/10/2023] [Indexed: 01/05/2024]
Abstract
Human prostate cancer is a heterogenous malignancy that responds poorly to immunotherapy targeting immune checkpoints. The immunosuppressive tumor microenvironment that is typical of human prostate cancer has been the main obstacle to these treatments. The effectiveness of these therapies is also hindered by acquired resistance, leading to slow progress in prostate cancer immunotherapy. Results from the highly anticipated late-stage clinical trials of PD-1/PD-L1 immune checkpoint blockade in patients with advanced prostate cancer have highlighted some of the obstacles to immunotherapy. Despite the setbacks, there is much that has been learned about the mechanisms that drive resistance, and new strategies are being developed and tested. Here, we review the status of immune checkpoint blockade and the immunosuppressive tumor microenvironment and discuss factors contributing to innate and adaptive resistance to immune checkpoint blockade within the context of prostate cancer. We then examine current strategies aiming to overcome these challenges as well as prospects.
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Affiliation(s)
- Marco A De Velasco
- Department of Genome Biology, Kindai University Faculty of Medicine, Osakasayama, Japan
| | - Yurie Kura
- Department of Genome Biology, Kindai University Faculty of Medicine, Osakasayama, Japan
| | - Kazutoshi Fujita
- Department of Urology, Kindai University Faculty of Medicine, Osakasayama, Japan
| | - Hirotsugu Uemura
- Department of Urology, Kindai University Faculty of Medicine, Osakasayama, Japan
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17
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Li G, Tanaka T, Ouchida T, Kaneko MK, Suzuki H, Kato Y. Cx 1Mab-1: A Novel Anti-mouse CXCR1 Monoclonal Antibody for Flow Cytometry. Monoclon Antib Immunodiagn Immunother 2024; 43:59-66. [PMID: 38593439 DOI: 10.1089/mab.2023.0031] [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] [Indexed: 04/11/2024] Open
Abstract
The C-X-C motif chemokine receptor-1 (CXCR1) is a rhodopsin-like G-protein-coupled receptor, expressed on the cell surface of immune cells and tumors. CXCR1 interacts with some C-X-C chemokines, such as CXCL6, CXCL7, and CXCL8/interleukin-8, which are produced by various cells. Since CXCR1 is involved in several diseases including tumors and diabetes mellitus, drugs targeting CXCR1 have been developed. Therefore, the development of sensitive monoclonal antibodies (mAbs) for CXCR1 has been desired for the diagnosis and treatment. This study established a novel anti-mouse CXCR1 (mCXCR1) mAb, Cx1Mab-1 (rat IgG1, kappa), using the Cell-Based Immunization and Screening method. Cx1Mab-1 reacted with mCXCR1-overexpressed Chinese hamster ovary-K1 (CHO/mCXCR1) and mCXCR1-overexpressed LN229 glioblastoma (LN229/mCXCR1) in flow cytometry. Cx1Mab-1 demonstrated a high binding affinity for CHO/mCXCR1 and LN229/mCXCR1 with a dissociation constant of 2.6 × 10-9 M and 2.1 × 10-8 M, respectively. Furthermore, Cx1Mab-1 could detect mCXCR1 by Western blot analysis. These results indicated that Cx1Mab-1 is useful for detecting mCXCR1, and provides a possibility for targeting mCXCR1-expressing cells in vivo experiments.
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Affiliation(s)
- Guanjie Li
- Department of Antibody Drug Development, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Tomohiro Tanaka
- Department of Antibody Drug Development, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Tsunenori Ouchida
- Department of Antibody Drug Development, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Mika K Kaneko
- Department of Antibody Drug Development, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Hiroyuki Suzuki
- Department of Antibody Drug Development, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yukinari Kato
- Department of Antibody Drug Development, Tohoku University Graduate School of Medicine, Sendai, Japan
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18
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Passaro A, Al Bakir M, Hamilton EG, Diehn M, André F, Roy-Chowdhuri S, Mountzios G, Wistuba II, Swanton C, Peters S. Cancer biomarkers: Emerging trends and clinical implications for personalized treatment. Cell 2024; 187:1617-1635. [PMID: 38552610 PMCID: PMC7616034 DOI: 10.1016/j.cell.2024.02.041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 02/21/2024] [Accepted: 02/28/2024] [Indexed: 04/02/2024]
Abstract
The integration of cancer biomarkers into oncology has revolutionized cancer treatment, yielding remarkable advancements in cancer therapeutics and the prognosis of cancer patients. The development of personalized medicine represents a turning point and a new paradigm in cancer management, as biomarkers enable oncologists to tailor treatments based on the unique molecular profile of each patient's tumor. In this review, we discuss the scientific milestones of cancer biomarkers and explore future possibilities to improve the management of patients with solid tumors. This progress is primarily attributed to the biological characterization of cancers, advancements in testing methodologies, elucidation of the immune microenvironment, and the ability to profile circulating tumor fractions. Integrating these insights promises to continually advance the precision oncology field, fostering better patient outcomes.
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Affiliation(s)
- Antonio Passaro
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Milan, Italy
| | - Maise Al Bakir
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK; Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Emily G Hamilton
- Department of Radiation Oncology, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Maximilian Diehn
- Department of Radiation Oncology, Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Fabrice André
- Gustave-Roussy Cancer Center, Paris Saclay University, Villejuif, France
| | - Sinchita Roy-Chowdhuri
- Department of Anatomic Pathology and Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Giannis Mountzios
- Fourth Department of Medical Oncology and Clinical Trials Unit, Henry Dunant Hospital Center, Athens, Greece
| | - Ignacio I Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Charles Swanton
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK; Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK; Department of Oncology, University College London Hospitals, London, UK
| | - Solange Peters
- Department of Oncology, Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland.
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19
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DuCote TJ, Song X, Naughton KJ, Chen F, Plaugher DR, Childress AR, Gellert AR, Skaggs EM, Qu X, Liu J, Liu J, Li F, Wong KK, Brainson CF. EZH2 Inhibition Promotes Tumor Immunogenicity in Lung Squamous Cell Carcinomas. CANCER RESEARCH COMMUNICATIONS 2024; 4:388-403. [PMID: 38265267 PMCID: PMC10863487 DOI: 10.1158/2767-9764.crc-23-0399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Revised: 11/06/2023] [Accepted: 01/09/2024] [Indexed: 01/25/2024]
Abstract
Two important factors that contribute to resistance to immune checkpoint inhibitors (ICI) are an immune-suppressive microenvironment and limited antigen presentation by tumor cells. In this study, we examine whether inhibition of the methyltransferase enhancer of zeste 2 (EZH2) can increase ICI response in lung squamous cell carcinomas (LSCC). Our in vitro experiments using two-dimensional human cancer cell lines as well as three-dimensional murine and patient-derived organoids treated with two inhibitors of the EZH2 plus IFNγ showed that EZH2 inhibition leads to expression of both MHC class I and II (MHCI/II) expression at both the mRNA and protein levels. Chromatin immunoprecipitation sequencing confirmed loss of EZH2-mediated histone marks and gain of activating histone marks at key loci. Furthermore, we demonstrate strong tumor control in models of both autochthonous and syngeneic LSCC treated with anti-PD1 immunotherapy with EZH2 inhibition. Single-cell RNA sequencing and immune cell profiling demonstrated phenotypic changes toward more tumor suppressive phenotypes in EZH2 inhibitor-treated tumors. These results indicate that EZH2 inhibitors could increase ICI responses in patients undergoing treatment for LSCC. SIGNIFICANCE The data described here show that inhibition of the epigenetic enzyme EZH2 allows derepression of multiple immunogenicity factors in LSCC, and that EZH2 inhibition alters myeloid cells in vivo. These data support clinical translation of this combination therapy for treatment of this deadly tumor type.
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Affiliation(s)
- Tanner J. DuCote
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
| | - Xiulong Song
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
| | - Kassandra J. Naughton
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
| | - Fan Chen
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
| | - Daniel R. Plaugher
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
| | - Avery R. Childress
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
| | - Abigail R. Gellert
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
| | - Erika M. Skaggs
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
| | - Xufeng Qu
- Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia
| | - Jinze Liu
- Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia
- Massey Cancer Center, Virginia Commonwealth University, Richmond, Virginia
| | - Jinpeng Liu
- Department of Cancer Biostatistics, University of Kentucky, Lexington, Kentucky
| | - Fei Li
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York University, New York, New York
| | - Kwok-Kin Wong
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York University, New York, New York
| | - Christine F. Brainson
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
- Markey Cancer Center, University of Kentucky, Lexington, Kentucky
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20
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Kienzl M, Maitz K, Sarsembayeva A, Valadez-Cosmes P, Gruden E, Ristic D, Herceg K, Kargl J, Schicho R. Comparative Study of the Immune Microenvironment in Heterotopic Tumor Models. Cancers (Basel) 2024; 16:295. [PMID: 38254785 PMCID: PMC10813609 DOI: 10.3390/cancers16020295] [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: 12/19/2023] [Revised: 01/05/2024] [Accepted: 01/08/2024] [Indexed: 01/24/2024] Open
Abstract
The tumor microenvironment (TME) is pivotal in cancer progression and the response to immunotherapy. A "hot" tumor typically contains immune cells that promote anti-tumor immunity, predicting positive prognosis. "Cold" tumors lack immune cells, suggesting a poor outlook across various cancers. Recent research has focused on converting "cold" tumors into "hot" tumors to enhance the success of immunotherapy. A prerequisite for the studies of the TME is an accurate knowledge of the cell populations of the TME. This study aimed to describe the immune TME of lung and colorectal cancer and melanoma, focusing on lymphoid and myeloid cell populations. We induced heterotopic immunocompetent tumors in C57BL/6 mice, using KP and LLC (Lewis lung carcinoma) cells for lung cancer, MC38 cells for colorectal cancer, and B16-F10 cells for melanoma. Immune cell infiltration was analyzed using multicolor flow cytometry in single-cell suspensions after tumor excision. KP cell tumors showed an abundance of neutrophils and eosinophils; however, they contained much less adaptive immune cells, while LLC cell tumors predominated in monocytes, neutrophils, and monocyte-derived dendritic cells. Monocytes and neutrophils, along with a significant T cell infiltration, were prevalent in MC38 tumors. Lastly, B16-F10 tumors were enriched in macrophages, while showing only moderate T cell presence. In conclusion, our data provide a detailed overview of the immune TME of various heterotopic tumors, highlighting the variabilities in the immune cell profiles of different tumor entities. Our data may be a helpful basis when investigating new immunotherapies, and thus, this report serves as a helpful tool for preclinical immunotherapy research design.
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Affiliation(s)
- Melanie Kienzl
- Division of Pharmacology, Otto Loewi Research Center, Medical University of Graz, 8010 Graz, Austria
| | - Kathrin Maitz
- Division of Pharmacology, Otto Loewi Research Center, Medical University of Graz, 8010 Graz, Austria
| | - Arailym Sarsembayeva
- Division of Pharmacology, Otto Loewi Research Center, Medical University of Graz, 8010 Graz, Austria
| | - Paulina Valadez-Cosmes
- Division of Pharmacology, Otto Loewi Research Center, Medical University of Graz, 8010 Graz, Austria
| | - Eva Gruden
- Division of Pharmacology, Otto Loewi Research Center, Medical University of Graz, 8010 Graz, Austria
| | - Dusica Ristic
- Division of Pharmacology, Otto Loewi Research Center, Medical University of Graz, 8010 Graz, Austria
| | - Karolina Herceg
- Division of Pharmacology, Otto Loewi Research Center, Medical University of Graz, 8010 Graz, Austria
| | - Julia Kargl
- Division of Pharmacology, Otto Loewi Research Center, Medical University of Graz, 8010 Graz, Austria
- BioTechMed, 8010 Graz, Austria
| | - Rudolf Schicho
- Division of Pharmacology, Otto Loewi Research Center, Medical University of Graz, 8010 Graz, Austria
- BioTechMed, 8010 Graz, Austria
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21
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Li Y, Wang C, Lu Z, Luo M. Targeting PMN-MDSCs via CD300ld receptor for cancer immunotherapy. Clin Transl Med 2024; 14:e1534. [PMID: 38205725 PMCID: PMC10782405 DOI: 10.1002/ctm2.1534] [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: 12/19/2023] [Accepted: 12/23/2023] [Indexed: 01/12/2024] Open
Affiliation(s)
- Yuwei Li
- Institute of Pediatrics of Children's Hospital of Fudan UniversityShanghai Key Laboratory of Medical EpigeneticsInstitutes of Biomedical SciencesFudan UniversityShanghaiChina
- The Fifth People's Hospital of ShanghaiInstitutes of Biomedical SciencesFudan UniversityShanghaiChina
| | - Chaoxiong Wang
- State Key Laboratory of Cell BiologyCenter for Excellence in Molecular Cell ScienceShanghai Institute of Biochemistry and Cell BiologyUniversity of Chinese Academy of SciencesChinese Academy of SciencesShanghaiChina
| | - Zhigang Lu
- The Fifth People's Hospital of ShanghaiInstitutes of Biomedical SciencesFudan UniversityShanghaiChina
| | - Min Luo
- Institute of Pediatrics of Children's Hospital of Fudan UniversityShanghai Key Laboratory of Medical EpigeneticsInstitutes of Biomedical SciencesFudan UniversityShanghaiChina
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22
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Zhang J, Zhao L, Li H, Jia Y, Kong F. Immunosenescence and immunotherapy in older NSCLC patients. J Cancer Res Ther 2024; 20:9-16. [PMID: 38554292 DOI: 10.4103/jcrt.jcrt_1523_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/05/2023] [Indexed: 04/01/2024]
Abstract
Nonsmall cell lung cancer (NSCLC) predominantly affects the elderly since its incidence and mortality rates skyrocket beyond the age of 65. The landscape of NSCLC treatment has been revolutionized by immune checkpoint inhibitors (ICIs), which have emerged after a long and mostly inactive period of conventional treatment protocols. However, there is limited data on the exact effects of these chemicals on older patients, whose care can be complicated by a variety of conditions. This highlights the need to understand the efficacy of emerging cancer medicines in older patients. In this study, we will review the data of ICIs from clinical trials that were relevant to older people with NSCLC and poor performance status. We will also discuss the role of immunosenescence in immunotherapy and biomarkers in predicting the efficacy of ICIs in patients with advanced NSCLC.
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Affiliation(s)
- Jing Zhang
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
| | - Linlin Zhao
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
| | - Huzi Li
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
| | - Yingjie Jia
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
| | - Fanming Kong
- Department of Oncology, First Teaching Hospital of Tianjin University of Traditional Chinese Medicine, Tianjin, China
- National Clinical Research Center for Chinese Medicine Acupuncture and Moxibustion, Tianjin, China
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23
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Mosca M, Nigro MC, Pagani R, De Giglio A, Di Federico A. Neutrophil-to-Lymphocyte Ratio (NLR) in NSCLC, Gastrointestinal, and Other Solid Tumors: Immunotherapy and Beyond. Biomolecules 2023; 13:1803. [PMID: 38136673 PMCID: PMC10741961 DOI: 10.3390/biom13121803] [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: 10/23/2023] [Revised: 12/14/2023] [Accepted: 12/16/2023] [Indexed: 12/24/2023] Open
Abstract
In the era of immunotherapy, identifying biomarkers of immune system activation has become a high-priority challenge. The blood neutrophil-to-lymphocyte ratio (NLR) has been largely investigated as a biomarker in several cancer types. NLR values have been shown to mirror the tumor-induced inflammatory status and have been demonstrated to be a reliable prognostic tool across stages of disease and therapeutic approaches. When integrated with other biomarkers of response to immunotherapy, such as PD-L1, tumor mutational burden, and tumor-associated immune cells, the NLR may allow to further stratify patients with different likelihoods of deriving a significant clinical benefit. However, despite its accessibility, low cost, and easy interpretation, the NLR is still poorly used as a prognostic tool in daily clinical practice. In this review, we analyze the role of the NLR in defining the relationship between cancer and the immune system, its usefulness in daily clinical practice, and its relationship with other established or emerging biomarkers of immunotherapy outcomes.
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Affiliation(s)
- Mirta Mosca
- Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, 40138 Bologna, Italy; (M.M.); (M.C.N.); (R.P.); (A.D.F.)
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Maria Concetta Nigro
- Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, 40138 Bologna, Italy; (M.M.); (M.C.N.); (R.P.); (A.D.F.)
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Rachele Pagani
- Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, 40138 Bologna, Italy; (M.M.); (M.C.N.); (R.P.); (A.D.F.)
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Andrea De Giglio
- Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, 40138 Bologna, Italy; (M.M.); (M.C.N.); (R.P.); (A.D.F.)
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Alessandro Di Federico
- Department of Medical and Surgical Sciences, S. Orsola-Malpighi University Hospital, University of Bologna, 40138 Bologna, Italy; (M.M.); (M.C.N.); (R.P.); (A.D.F.)
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
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24
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Taifour T, Attalla SS, Zuo D, Gu Y, Sanguin-Gendreau V, Proud H, Solymoss E, Bui T, Kuasne H, Papavasiliou V, Lee CG, Kamle S, Siegel PM, Elias JA, Park M, Muller WJ. The tumor-derived cytokine Chi3l1 induces neutrophil extracellular traps that promote T cell exclusion in triple-negative breast cancer. Immunity 2023; 56:2755-2772.e8. [PMID: 38039967 DOI: 10.1016/j.immuni.2023.11.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 09/22/2023] [Accepted: 11/05/2023] [Indexed: 12/03/2023]
Abstract
In triple-negative breast cancer (TNBC), stromal restriction of CD8+ T cells associates with poor clinical outcomes and lack of responsiveness to immune-checkpoint blockade (ICB). To identify mediators of T cell stromal restriction, we profiled murine breast tumors lacking the transcription factor Stat3, which is commonly hyperactive in breast cancers and promotes an immunosuppressive tumor microenvironment. Expression of the cytokine Chi3l1 was decreased in Stat3-/- tumors. CHI3L1 expression was elevated in human TNBCs and other solid tumors exhibiting T cell stromal restriction. Chi3l1 ablation in the polyoma virus middle T (PyMT) breast cancer model generated an anti-tumor immune response and delayed mammary tumor onset. These effects were associated with increased T cell tumor infiltration and improved response to ICB. Mechanistically, Chi3l1 promoted neutrophil recruitment and neutrophil extracellular trap formation, which blocked T cell infiltration. Our findings provide insight into the mechanism underlying stromal restriction of CD8+ T cells and suggest that targeting Chi3l1 may promote anti-tumor immunity in various tumor types.
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Affiliation(s)
- Tarek Taifour
- McGill University, Division of Experimental Medicine, Department of Medicine, Faculty of Medicine, Montreal, QC H4A 3J1, Canada; Goodman Cancer Institute, Montreal, QC H3A 1A3, Canada
| | - Sherif Samer Attalla
- Goodman Cancer Institute, Montreal, QC H3A 1A3, Canada; McGill University, Department of Biochemistry, Faculty of Medicine, Montreal, QC H3A 1A3, Canada
| | - Dongmei Zuo
- Goodman Cancer Institute, Montreal, QC H3A 1A3, Canada
| | - Yu Gu
- Goodman Cancer Institute, Montreal, QC H3A 1A3, Canada; McGill University, Department of Biochemistry, Faculty of Medicine, Montreal, QC H3A 1A3, Canada
| | | | - Hailey Proud
- Goodman Cancer Institute, Montreal, QC H3A 1A3, Canada; McGill University, Department of Biochemistry, Faculty of Medicine, Montreal, QC H3A 1A3, Canada
| | - Emilie Solymoss
- McGill University, Division of Experimental Medicine, Department of Medicine, Faculty of Medicine, Montreal, QC H4A 3J1, Canada; Goodman Cancer Institute, Montreal, QC H3A 1A3, Canada
| | - Tung Bui
- Goodman Cancer Institute, Montreal, QC H3A 1A3, Canada
| | - Hellen Kuasne
- Goodman Cancer Institute, Montreal, QC H3A 1A3, Canada
| | | | - Chun Geun Lee
- Brown University, Molecular Biology and Immunology, Faculty of Medicine, Providence, RI 02903, USA
| | - Suchitra Kamle
- Brown University, Molecular Biology and Immunology, Faculty of Medicine, Providence, RI 02903, USA
| | - Peter M Siegel
- McGill University, Division of Experimental Medicine, Department of Medicine, Faculty of Medicine, Montreal, QC H4A 3J1, Canada; Goodman Cancer Institute, Montreal, QC H3A 1A3, Canada; McGill University, Department of Biochemistry, Faculty of Medicine, Montreal, QC H3A 1A3, Canada
| | - Jack A Elias
- Brown University, Molecular Biology and Immunology, Faculty of Medicine, Providence, RI 02903, USA
| | - Morag Park
- McGill University, Division of Experimental Medicine, Department of Medicine, Faculty of Medicine, Montreal, QC H4A 3J1, Canada; Goodman Cancer Institute, Montreal, QC H3A 1A3, Canada; McGill University, Department of Biochemistry, Faculty of Medicine, Montreal, QC H3A 1A3, Canada
| | - William J Muller
- McGill University, Division of Experimental Medicine, Department of Medicine, Faculty of Medicine, Montreal, QC H4A 3J1, Canada; Goodman Cancer Institute, Montreal, QC H3A 1A3, Canada; McGill University, Department of Biochemistry, Faculty of Medicine, Montreal, QC H3A 1A3, Canada.
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25
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Bhattacharya R, Ghosh A, Mukhopadhyay S. High-grade serous ovarian carcinoma, the "Achiles' hill" for clinicians and molecular biologists: a molecular insight. Mol Biol Rep 2023; 50:9511-9519. [PMID: 37737967 DOI: 10.1007/s11033-023-08760-3] [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: 12/04/2022] [Accepted: 08/16/2023] [Indexed: 09/23/2023]
Abstract
High-grade serous ovarian carcinoma (HGSOC), the deadliest ovarian cancer, alone accounts for 90% of all its subtypes. Characterized by hallmark mutation of TP53, HGSOC show diverse molecular etiology. HGSOC can arise from both ovarian epithelium as well as the fimbrial epithelium of the fallopian tube. Ovulation induced reactive oxygen species, follicular fluid associated growth factor induced stemness, deregulation of hormone receptors like ER, FSHR, AR and hormones like FSH, LH, prolonged ovulation cycle, use of oral contraceptives are agonists of HGSOC while parity, breastfeeding provide protective effect from HGSOC development. Apart from a generic TP53 mutation, mutation of BRCA1/2, RAD51, BRIP1, PALB2, CHEK2, RAD50 etc., were reportedly associated with development of HGSOC. Epigenetic events like methylation of RASSF1A of RAS signaling pathway,OR51L1, OR51I1, OR51F1 etc. has been reported in HGSOC. Micro-RNAs like miR-1290, miR 27-a-3p miR23a, miR205 were reportedly upregulated in HGSOC. Amongst its cognate subtypes viz. differentiated, immunoreactive, mesenchymal, and proliferative, mesenchymal, and proliferative show worst prognosis. A system biology approach showed five major altered pathways in HGSOC, namely, RB, PI3K/RAS, NOTCH, HRR and FOXM1 signaling. For chemonaive patients, drugs that helps in efflux of reduced glutathione or prevent the redox coupling of GSH-GSSG, like Cisplatin, could be considered as the best therapeutic choice for HGSOC. For patients with BRCA1/2 mutations, PARP inhibitors alone or with Bevacizumab can be effective. Immune checkpoint inhibitors could be effective against immunoreactive subtypes. Identification of genes deregulated in chemoresistance could provide better insights in dealing with the disease.
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Affiliation(s)
- Rittwika Bhattacharya
- Dept of Molecular Biology, Netaji Subhas Chandra Bose Cancer Research Institute, 3081, Nayabad, Kolkata, 700094, India.
| | - Arijit Ghosh
- Dept of Molecular Biology, Netaji Subhas Chandra Bose Cancer Research Institute, 3081, Nayabad, Kolkata, 700094, India
| | - Soma Mukhopadhyay
- Dept of Molecular Biology, Netaji Subhas Chandra Bose Cancer Research Institute, 3081, Nayabad, Kolkata, 700094, India
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26
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Rugambwa TK, Abdihamid O, Zhang X, Peng Y, Cai C, Shen H, Zeng S, Qiu W. Neutrophil-lymphocyte ratio and platelet-lymphocyte ratio as potential predictive markers of treatment response in cancer patients treated with immune checkpoint inhibitors: a systematic review and meta-analysis. Front Oncol 2023; 13:1181248. [PMID: 38023176 PMCID: PMC10646751 DOI: 10.3389/fonc.2023.1181248] [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: 03/07/2023] [Accepted: 09/26/2023] [Indexed: 12/01/2023] Open
Abstract
Background The role of platelet-lymphocyte ratio (PLR) and neutrophil-lymphocyte ratio (NLR) as independent prognostic markers in different tumors is well established. However, there is a limited review of the potential of NLR and PLR as predictors of treatment outcomes from immune checkpoint inhibitors (ICIs). Objective To establish a correlation between NLR and PLR and the potential of clinical benefit from ICIs. Methods The literature search was performed for studies that reported the association between NLR, PLR, and treatment outcomes among cancer patients treated with ICIs. The outcomes of interest were objective response rate (ORR), disease control rate (DCR), and progressive disease (PD). ORR was the summation of patients who achieved complete response and partial response. DCR included patients who achieved stable disease. PD was the proportion of patients who progressed, relapsed, or discontinued the treatment. Statistical analysis was performed using the STATA 12.0 package. Heterogeneity was determined by the I2 value. Quality assessment was performed using the Newcastle-Ottawa Scale. Egger's test was used to establish publication bias and sensitivity analysis. Results A total of 40 papers that met the inclusion criteria were included in the systematic review. However, only 17 studies were used in the meta-analysis to determine the correlation between NLR, PLR, and treatment response. We found that treatment with ICIs and monitoring of outcomes and adverse events using PLR and NLR parameters have been studied in different tumors. Our analysis showed that low NLR correlated with higher ORR (OR = 0.62 (95% CI 0.47-0.81, p = 0.001) and higher DCR (OR = 0.23, 95% CI 0.14-0.36, p < 0.001). Higher NLR predicted a higher probability of PD (OR = 3.12, 95% CI 1.44, 6.77, p = 0.004). Similarly, low PLR correlated with higher ORR (OR = 0.69, 95% CI 0.5, 0.95, p = 0.025). Generally, patients with low NLR and PLR were more likely to achieve clinical benefit and better response (p-value < 0.001). Meanwhile, patients with high ratios were more likely to progress (p-value < 0.005), although there was significant heterogeneity among studies. There was no significant publication bias observed. Conclusion The study showed that high NLR and PLR either at baseline or during treatment is associated with poorer treatment outcome. Therefore, these ratios can be utilized in clinical practice with other markers to determine treatment efficacy from immunotherapy.
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Affiliation(s)
- Tibera K. Rugambwa
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Department of Internal Medicine, Mbeya Zonal Referral Hospital and Mbeya College of Health and Allied Sciences, University of Dar-es-salaam, Mbeya, Tanzania
| | - Omar Abdihamid
- Garissa Cancer Center, Garissa County Referral Hospital, Garissa, Kenya
| | - Xiangyang Zhang
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yinghui Peng
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Changjing Cai
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Hong Shen
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Shan Zeng
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Wei Qiu
- Department of Oncology, The First People's Hospital of Loudi, Loudi, Hunan, China
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27
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Abascal J, Oh MS, Liclican EL, Dubinett SM, Salehi-Rad R, Liu B. Dendritic Cell Vaccination in Non-Small Cell Lung Cancer: Remodeling the Tumor Immune Microenvironment. Cells 2023; 12:2404. [PMID: 37830618 PMCID: PMC10571973 DOI: 10.3390/cells12192404] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 09/23/2023] [Accepted: 10/02/2023] [Indexed: 10/14/2023] Open
Abstract
Non-small-cell lung cancer (NSCLC) remains one of the leading causes of death worldwide. While NSCLCs possess antigens that can potentially elicit T cell responses, defective tumor antigen presentation and T cell activation hinder host anti-tumor immune responses. The NSCLC tumor microenvironment (TME) is composed of cellular and soluble mediators that can promote or combat tumor growth. The composition of the TME plays a critical role in promoting tumorigenesis and dictating anti-tumor immune responses to immunotherapy. Dendritic cells (DCs) are critical immune cells that activate anti-tumor T cell responses and sustain effector responses. DC vaccination is a promising cellular immunotherapy that has the potential to facilitate anti-tumor immune responses and transform the composition of the NSCLC TME via tumor antigen presentation and cell-cell communication. Here, we will review the features of the NSCLC TME with an emphasis on the immune cell phenotypes that directly interact with DCs. Additionally, we will summarize the major preclinical and clinical approaches for DC vaccine generation and examine how effective DC vaccination can transform the NSCLC TME toward a state of sustained anti-tumor immune signaling.
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Affiliation(s)
- Jensen Abascal
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095-1690, USA; (J.A.); (M.S.O.); (E.L.L.); (S.M.D.)
| | - Michael S. Oh
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095-1690, USA; (J.A.); (M.S.O.); (E.L.L.); (S.M.D.)
| | - Elvira L. Liclican
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095-1690, USA; (J.A.); (M.S.O.); (E.L.L.); (S.M.D.)
| | - Steven M. Dubinett
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095-1690, USA; (J.A.); (M.S.O.); (E.L.L.); (S.M.D.)
- Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, CA 90073, USA
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095-1690, USA
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095-1690, USA
- Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA 90095-1690, USA
| | - Ramin Salehi-Rad
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095-1690, USA; (J.A.); (M.S.O.); (E.L.L.); (S.M.D.)
- Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, CA 90073, USA
| | - Bin Liu
- Division of Pulmonary and Critical Care, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA 90095-1690, USA; (J.A.); (M.S.O.); (E.L.L.); (S.M.D.)
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28
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Gao Y, Chen Y, Liu M, Zeng D, Tan F, Wan H, Liu X, Su S, Zhang Y, Zhang Y, Ke C, Pei Z. SLC17A9 as a prognostic biomarker correlated with immune infiltrates in human non-small cell lung cancer. Am J Cancer Res 2023; 13:3963-3982. [PMID: 37818081 PMCID: PMC10560951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 08/08/2023] [Indexed: 10/12/2023] Open
Abstract
The vesicular nucleotide transporter (SLC17A9) has been overexpressed in various cancers. Nonetheless, little is known about its influence on non-small cell lung cancer (NSCLC), including human lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC). Integrative bioinformatics analysis was performed to investigate the prognostic significance and underlying mechanisms of SLC17A9 in patients with NSCLC. Here, we found that SLC17A9 up-regulation was significantly correlated with overall survival in LUAD and LUSC (P < 0.05). Gene set enrichment analysis and protein-protein interaction results revealed that SLC17A9 up-regulation was linked to metabolic process, the hallmark of MYC targets, DNA repair, coagulation and complement. SLC17A9 expression was negatively associated with overall survival and positively related to most LUSC immune cells and immunoinhibitor (20/23), particularly immuno A2aR, PD-1, and CTLA-4 (P < 0.001). High SLC17A9 was associated with infiltrating levels of B cells, CD4+ T cells, M1 macrophages, and T cell exhaustion checkpoints such as PD-1, CTLA4, and LAG3 in LUAD. Moreover, Real-time PCR, MTS assay, EdU assay, ATP production assays and cell cycle analysis were performed to validate SLC17A9 knockdown in LUAD cells. SLC17A9 knockdown significantly inhibited cell proliferation and ATP levels by affecting P2X1, Cytochrome C, and STAT3 expression in lung cancer cells. In conclusion, the present study suggested that SLC17A9 could potentially serve as a prognostic biomarker and correlated with immune infiltrates in LUAD and LUSC.
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Affiliation(s)
- Yan Gao
- Department of Nuclear Medicine and Institute of Anesthesiology and Pain, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Department of Health Management Center, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
| | - Yijia Chen
- Department of Nuclear Medicine and Institute of Anesthesiology and Pain, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Department of Health Management Center, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
| | - Min Liu
- Department of Nuclear Medicine and Institute of Anesthesiology and Pain, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Department of Health Management Center, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
| | - Daobing Zeng
- Department of Nuclear Medicine and Institute of Anesthesiology and Pain, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Department of Health Management Center, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
| | - Fan Tan
- Department of Nuclear Medicine and Institute of Anesthesiology and Pain, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Department of Health Management Center, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
| | - Huabing Wan
- Department of Nuclear Medicine and Institute of Anesthesiology and Pain, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Department of Health Management Center, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
| | - Xusheng Liu
- Department of Nuclear Medicine and Institute of Anesthesiology and Pain, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Department of Health Management Center, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
| | - Shanchun Su
- Department of Nuclear Medicine and Institute of Anesthesiology and Pain, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Department of Health Management Center, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
| | - Yaohua Zhang
- Department of Nuclear Medicine and Institute of Anesthesiology and Pain, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Department of Health Management Center, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
| | - Yu Zhang
- Department of Nuclear Medicine and Institute of Anesthesiology and Pain, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Department of Health Management Center, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
| | - Changbin Ke
- Department of Nuclear Medicine and Institute of Anesthesiology and Pain, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Department of Health Management Center, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
| | - Zhijun Pei
- Department of Nuclear Medicine and Institute of Anesthesiology and Pain, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Department of Health Management Center, Taihe Hospital, Hubei University of MedicineShiyan 442000, Hubei, China
- Hubei Key Laboratory of Embryonic Stem Cell ResearchShiyan 442000, Hubei, China
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Salehi-Rad R, Lim RJ, Du Y, Tran LM, Li R, Ong SL, Ling Huang Z, Dumitras C, Zhang T, Park SJ, Crosson W, Kahangi B, Abascal J, Seet C, Oh M, Shabihkhani M, Paul M, Krysan K, Lisberg AE, Garon EB, Liu B, Dubinett SM. CCL21-DC in situ vaccination in murine NSCLC overcomes resistance to immunotherapy and generates systemic tumor-specific immunity. J Immunother Cancer 2023; 11:e006896. [PMID: 37730274 PMCID: PMC10510892 DOI: 10.1136/jitc-2023-006896] [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] [Accepted: 07/16/2023] [Indexed: 09/22/2023] Open
Abstract
BACKGROUND Despite recent advances in immunotherapy, many patients with non-small cell lung cancer (NSCLC) do not respond to immune checkpoint inhibitors (ICI). Resistance to ICI may be driven by suboptimal priming of antitumor T lymphocytes due to poor antigen presentation as well as their exclusion and impairment by the immunosuppressive tumor microenvironment (TME). In a recent phase I trial in patients with NSCLC, in situ vaccination (ISV) with dendritic cells engineered to secrete CCL21 (CCL21-DC), a chemokine that facilitates the recruitment of T cells and DC, promoted T lymphocyte tumor infiltration and PD-L1 upregulation. METHODS Murine models of NSCLC with distinct driver mutations (KrasG12D/P53+/-/Lkb1-/- (KPL); KrasG12D/P53+/- (KP); and KrasG12D (K)) and varying tumor mutational burden were used to evaluate the efficacy of combination therapy with CCL21-DC ISV plus ICI. Comprehensive analyses of longitudinal preclinical samples by flow cytometry, single cell RNA-sequencing (scRNA-seq) and whole-exome sequencing were performed to assess mechanisms of combination therapy. RESULTS ISV with CCL21-DC sensitized immune-resistant murine NSCLCs to ICI and led to the establishment of tumor-specific immune memory. Immunophenotyping revealed that CCL21-DC obliterated tumor-promoting neutrophils, promoted sustained infiltration of CD8 cytolytic and CD4 Th1 lymphocytes and enriched progenitor T cells in the TME. Addition of ICI to CCL21-DC further enhanced the expansion and effector function of T cells both locally and systemically. Longitudinal evaluation of tumor mutation profiles revealed that CCL21-DC plus ICI induced immunoediting of tumor subclones, consistent with the broadening of tumor-specific T cell responses. CONCLUSIONS CCL21-DC ISV synergizes with anti-PD-1 to eradicate murine NSCLC. Our data support the clinical application of CCL21-DC ISV in combination with checkpoint inhibition for patients with NSCLC.
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Affiliation(s)
- Ramin Salehi-Rad
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Raymond J Lim
- Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Yushen Du
- Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Medicine, Zhejiang University School of Medicine, Hangzhou, Zhejiang, People's Republic of China
| | - Linh M Tran
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Rui Li
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Stephanie L Ong
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Zi Ling Huang
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Camelia Dumitras
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Tianhao Zhang
- Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Stacy J Park
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - William Crosson
- Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Bitta Kahangi
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Jensen Abascal
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Christopher Seet
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Michael Oh
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Maryam Shabihkhani
- Pathology and Laboratory Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Manash Paul
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Kostyantyn Krysan
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Aaron E Lisberg
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Edward B Garon
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Bin Liu
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Steven M Dubinett
- Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
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30
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Gruden E, Kienzl M, Hasenoehrl C, Sarsembayeva A, Ristic D, Schmid ST, Maitz K, Taschler U, Hahnefeld L, Gurke R, Thomas D, Kargl J, Schicho R. Tumor microenvironment-derived monoacylglycerol lipase provokes tumor-specific immune responses and lipid profiles. Prostaglandins Leukot Essent Fatty Acids 2023; 196:102585. [PMID: 37573716 DOI: 10.1016/j.plefa.2023.102585] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 08/02/2023] [Accepted: 08/08/2023] [Indexed: 08/15/2023]
Abstract
We recently described that monoacylglycerol lipase (MGL) is present in the tumor microenvironment (TME), increasing tumor growth. In this study we compare the implications of MGL deficiency in the TME in different tumor types. We show that subcutaneous injection of KP (KrasLSL-G12D/p53fl/fl, mouse lung adenocarcinoma) or B16-F10 cells (mouse melanoma) induced tumor growth in MGL wild type (WT) and knockout (KO) mice. MGL deficiency in the TME attenuated the growth of KP cell tumors whereas tumors from B16-F10 cells increased in size. Opposite immune cell profiles were detected between the two tumor types in MGL KO mice. In line with their anti-tumorigenic function, the number of CD8+ effector T cells and eosinophils increased in KP cell tumors of MGL KO vs. WT mice whereas their presence was reduced in B16-F10 cell tumors of MGL KO mice. Differences were seen in lipid profiles between the investigated tumor types. 2-arachidonoylglycerol (2-AG) content significantly increased in KP, but not B16-F10 cell tumors of MGL KO vs. WT mice while other endocannabinoid-related lipids remained unchanged. However, profiles of phospho- and lysophospholipids, sphingomyelins and fatty acids in KP cell tumors were clearly distinct to those measured in B16-F10 cell tumors. Our data indicate that TME-localized MGL impacts tumor growth, as well as levels of 2-AG and other lipids in a tumor specific manner.
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Affiliation(s)
- Eva Gruden
- Otto Loewi Research Center, Division of Pharmacology, Medical University of Graz, Austria
| | - Melanie Kienzl
- Otto Loewi Research Center, Division of Pharmacology, Medical University of Graz, Austria.
| | - Carina Hasenoehrl
- Otto Loewi Research Center, Division of Pharmacology, Medical University of Graz, Austria
| | - Arailym Sarsembayeva
- Otto Loewi Research Center, Division of Pharmacology, Medical University of Graz, Austria
| | - Dusica Ristic
- Otto Loewi Research Center, Division of Pharmacology, Medical University of Graz, Austria
| | - Sophie Theresa Schmid
- Otto Loewi Research Center, Division of Pharmacology, Medical University of Graz, Austria
| | - Kathrin Maitz
- Otto Loewi Research Center, Division of Pharmacology, Medical University of Graz, Austria
| | - Ulrike Taschler
- Institute of Molecular Biosciences, University of Graz, Graz, Austria
| | - Lisa Hahnefeld
- Institute of Clinical Pharmacology, Goethe University, 60590 Frankfurt/Main, Germany; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, and Fraunhofer Cluster of Excellence for Immune Mediated Diseases CIMD, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany
| | - Robert Gurke
- Institute of Clinical Pharmacology, Goethe University, 60590 Frankfurt/Main, Germany; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, and Fraunhofer Cluster of Excellence for Immune Mediated Diseases CIMD, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany
| | - Dominique Thomas
- Institute of Clinical Pharmacology, Goethe University, 60590 Frankfurt/Main, Germany; Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, and Fraunhofer Cluster of Excellence for Immune Mediated Diseases CIMD, Theodor-Stern-Kai 7, 60596 Frankfurt am Main, Germany
| | - Julia Kargl
- Otto Loewi Research Center, Division of Pharmacology, Medical University of Graz, Austria
| | - Rudolf Schicho
- Otto Loewi Research Center, Division of Pharmacology, Medical University of Graz, Austria
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31
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DuCote TJ, Naughton KJ, Skaggs EM, Bocklage TJ, Allison DB, Brainson CF. Using Artificial Intelligence to Identify Tumor Microenvironment Heterogeneity in Non-Small Cell Lung Cancers. J Transl Med 2023; 103:100176. [PMID: 37182840 PMCID: PMC10527157 DOI: 10.1016/j.labinv.2023.100176] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 05/01/2023] [Accepted: 05/05/2023] [Indexed: 05/16/2023] Open
Abstract
Lung cancer heterogeneity is a major barrier to effective treatments and encompasses not only the malignant epithelial cell phenotypes and genetics but also the diverse tumor-associated cell types. Current techniques used to investigate the tumor microenvironment can be time-consuming, expensive, complicated to interpret, and often involves destruction of the sample. Here we use standard hematoxylin and eosin-stained tumor sections and the HALO AI nuclear phenotyping software to characterize 6 distinct cell types (epithelial, mesenchymal, macrophage, neutrophil, lymphocyte, and plasma cells) in both murine lung cancer models and human lung cancer samples. CD3 immunohistochemistry and lymph node sections were used to validate lymphocyte calls, while F4/80 immunohistochemistry was used for macrophage validation. Consistent with numerous prior studies, we demonstrated that macrophages predominate the adenocarcinomas, whereas neutrophils predominate the squamous cell carcinomas in murine samples. In human samples, we showed a strong negative correlation between neutrophils and lymphocytes as well as between mesenchymal cells and lymphocytes and that higher percentages of mesenchymal cells correlate with poor prognosis. Taken together, we demonstrate the utility of this AI software to identify, quantify, and compare distributions of cell types on standard hematoxylin and eosin-stained slides. Given the simplicity and cost-effectiveness of this technique, it may be widely beneficial for researchers designing new therapies and clinicians working to select favorable treatments for their patients.
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Affiliation(s)
- Tanner J DuCote
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
| | - Kassandra J Naughton
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
| | - Erika M Skaggs
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky
| | - Therese J Bocklage
- Markey Cancer Center, University of Kentucky, Lexington, Kentucky; Department of Pathology and Laboratory Medicine, University of Kentucky, Lexington, Kentucky
| | - Derek B Allison
- Markey Cancer Center, University of Kentucky, Lexington, Kentucky; Department of Pathology and Laboratory Medicine, University of Kentucky, Lexington, Kentucky
| | - Christine F Brainson
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington, Kentucky; Markey Cancer Center, University of Kentucky, Lexington, Kentucky.
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32
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Tran TO, Lam LHT, Le NQK. Hyper-methylation of ABCG1 as an epigenetics biomarker in non-small cell lung cancer. Funct Integr Genomics 2023; 23:256. [PMID: 37523012 DOI: 10.1007/s10142-023-01185-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 07/22/2023] [Accepted: 07/24/2023] [Indexed: 08/01/2023]
Abstract
Non-small cell lung cancer (NSCLC) is the most prevalent histological type of lung cancer and the leading cause of death globally. Patients with NSCLC have a poor prognosis for various factors, and a late diagnosis is one of them. The DNA methylation of CpG island sequences found in the promoter regions of tumor suppressor genes has recently received attention as a potential biomarker of human cancer. In this study, we report DNA methylation changes of the adenosine triphosphate (ATP)-binding cassette transporter G1 (ABCG1), which belongs to the ATP cassette transporter family in NSCLC patients. Our results demonstrate that ABCG1 is hyper-methylation in NSCLC samples, and these changes are negatively correlated to gene and protein expression. Furthermore, the expression of the ABCG1 gene is significantly associated with the survival time of lung adenocarcinoma (LUAD) patients; however, it did not show a correlation to overall survival (OS) of lung squamous cell carcinoma (LUSC) patients. Notably, we found ABCG1 methylation status at locus cg20214535 is strongly associated with the survival time and consistently observed hyper-methylation in LUAD samples. This novel finding suggests ABCG1 is a potential candidate for targeted therapy in lung cancer via this specific probe. In addition, we illustrate the protein-protein interaction (PPI) of ABCG1 with other proteins and the strong communication of ABCG1 with immune cells.
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Affiliation(s)
- Thi-Oanh Tran
- International Ph.D. Program in Cell Therapy and Regenerative Medicine, College of Medicine, Taipei Medical University, 110, Taipei, Taiwan
- AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan
- Hematology and Blood Transfusion Center, Bach Mai Hospital, No. 78, Giai Phong street, Hanoi, Vietnam
| | - Luu Ho Thanh Lam
- Department of Pediatrics, Pham Ngoc Thach University of Medicine, Ho Chi Minh City, Vietnam
- Children's Hospital 1, Ho Chi Minh City, Vietnam
| | - Nguyen Quoc Khanh Le
- AIBioMed Research Group, Taipei Medical University, Taipei, 110, Taiwan.
- Professional Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, Taipei, 110, Taiwan.
- Research Center for Artificial Intelligence in Medicine, Taipei Medical University, Taipei, 110, Taiwan.
- Translational Imaging Research Center, Taipei Medical University Hospital, Taipei, 110, Taiwan.
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33
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Bocanegra A, Fernández-Hinojal G, Ajona D, Blanco E, Zuazo M, Garnica M, Chocarro L, Alfaro-Arnedo E, Piñeiro-Hermida S, Morente P, Fernández L, Remirez A, Echaide M, Martinez-Aguillo M, Morilla I, Tavira B, Roncero A, Gotera C, Ventura A, Recalde N, Pichel JG, Lasarte JJ, Montuenga L, Vera R, Pio R, Escors D, Kochan G. Plasma fractalkine contributes to systemic myeloid diversity and PD-L1/PD-1 blockade in lung cancer. EMBO Rep 2023:e55884. [PMID: 37366231 PMCID: PMC10398648 DOI: 10.15252/embr.202255884] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 05/17/2023] [Accepted: 06/02/2023] [Indexed: 06/28/2023] Open
Abstract
Recent studies highlight the importance of baseline functional immunity for immune checkpoint blockade therapies. High-dimensional systemic immune profiling is performed in a cohort of non-small-cell lung cancer patients undergoing PD-L1/PD-1 blockade immunotherapy. Responders show high baseline myeloid phenotypic diversity in peripheral blood. To quantify it, we define a diversity index as a potential biomarker of response. This parameter correlates with elevated activated monocytic cells and decreased granulocytic phenotypes. High-throughput profiling of soluble factors in plasma identifies fractalkine (FKN), a chemokine involved in immune chemotaxis and adhesion, as a biomarker of response to immunotherapy that also correlates with myeloid cell diversity in human patients and murine models. Secreted FKN inhibits lung adenocarcinoma growth in vivo through a prominent contribution of systemic effector NK cells and increased tumor immune infiltration. FKN sensitizes murine lung cancer models refractory to anti-PD-1 treatment to immune checkpoint blockade immunotherapy. Importantly, recombinant FKN and tumor-expressed FKN are efficacious in delaying tumor growth in vivo locally and systemically, indicating a potential therapeutic use of FKN in combination with immunotherapy.
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Affiliation(s)
- Ana Bocanegra
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | | | - Daniel Ajona
- Program in Solid Tumors, CIMA-University of Navarre-IdISNA, Pamplona, Spain
- CIBERONC, Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
- Department of Biochemistry and Genetics, School of Sciences, University of Navarra-IdISNA, Pamplona, Spain
| | - Ester Blanco
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
- Program in Gene Therapy and Regulation of Gene Expression, CIMA-University of Navarra-IdISNA, Pamplona, Spain
| | - Miren Zuazo
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Maider Garnica
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Luisa Chocarro
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Elvira Alfaro-Arnedo
- Lung Cancer and Respiratory Diseases Unit, Center for Biomedical Research of La Rioja (CIBIR), Fundación Rioja Salud, Logroño, Spain
| | - Sergio Piñeiro-Hermida
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Pilar Morente
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Leticia Fernández
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Ana Remirez
- Program in Solid Tumors, CIMA-University of Navarre-IdISNA, Pamplona, Spain
| | - Miriam Echaide
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | | | - Idoia Morilla
- Department of Oncology, Hospital Universitario de Navarra-IdISNA, Pamplona, Spain
| | - Beatriz Tavira
- Program in Solid Tumors, CIMA-University of Navarre-IdISNA, Pamplona, Spain
- Cancer Center University of Navarra (CCUN), Pamplona, Spain
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra-IdISNA, Pamplona, Spain
| | - Alejandra Roncero
- Pathological Anatomy Service, Hospital Universitario San Pedro, Rioja Salud, Logroño, Spain
- Pneumology Service, Rioja Salud, Logroño, Spain
| | | | | | | | - José G Pichel
- Lung Cancer and Respiratory Diseases Unit, Center for Biomedical Research of La Rioja (CIBIR), Fundación Rioja Salud, Logroño, Spain
- Spanish Biomedical Research Networking Centre, CIBERES, Madrid, Spain
| | - Juan José Lasarte
- Cancer Center University of Navarra (CCUN), Pamplona, Spain
- Program in Immunology and Immunotherapy, CIMA-University of Navarra-IdISNA, Pamplona, Spain
| | - Luis Montuenga
- Program in Solid Tumors, CIMA-University of Navarre-IdISNA, Pamplona, Spain
- CIBERONC, Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
- Department of Pathology, Anatomy and Physiology, School of Medicine, University of Navarra-IdISNA, Pamplona, Spain
| | - Ruth Vera
- Department of Oncology, Hospital Universitario de Navarra-IdISNA, Pamplona, Spain
| | - Ruben Pio
- Program in Solid Tumors, CIMA-University of Navarre-IdISNA, Pamplona, Spain
- CIBERONC, Centro de Investigación Biomédica en Red de Cáncer, Madrid, Spain
- Department of Biochemistry and Genetics, School of Sciences, University of Navarra-IdISNA, Pamplona, Spain
| | - David Escors
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
| | - Grazyna Kochan
- Oncoimmunology Group, Navarrabiomed, Hospital Universitario de Navarra, Universidad Publica de Navarra (UPNA), IdISNA, Pamplona, Spain
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Gibellini L, Borella R, Santacroce E, Serattini E, Boraldi F, Quaglino D, Aramini B, De Biasi S, Cossarizza A. Circulating and Tumor-Associated Neutrophils in the Era of Immune Checkpoint Inhibitors: Dynamics, Phenotypes, Metabolism, and Functions. Cancers (Basel) 2023; 15:3327. [PMID: 37444436 DOI: 10.3390/cancers15133327] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/16/2023] [Accepted: 06/22/2023] [Indexed: 07/15/2023] Open
Abstract
Neutrophils are the most abundant myeloid cells in the blood and are a considerable immunological component of the tumor microenvironment. However, their functional importance has often been ignored, as they have always been considered a mono-dimensional population of terminally differentiated, short-living cells. During the last decade, the use of cutting-edge, single-cell technologies has revolutionized the classical view of these cells, unmasking their phenotypic and functional heterogeneity. In this review, we summarize the emerging concepts in the field of neutrophils in cancer, by reviewing the recent literature on the heterogeneity of both circulating neutrophils and tumor-associated neutrophils, as well as their possible significance in tumor prognosis and resistance to immune checkpoint inhibitors.
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Affiliation(s)
- Lara Gibellini
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Rebecca Borella
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Elena Santacroce
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Eugenia Serattini
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Federica Boraldi
- Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Daniela Quaglino
- Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Beatrice Aramini
- Division of Thoracic Surgery, Department of Medical and Surgical Sciences (DIMEC), University Hospital GB Morgagni-L Pierantoni, 47121 Forlì, Italy
| | - Sara De Biasi
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41121 Modena, Italy
| | - Andrea Cossarizza
- Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, 41121 Modena, Italy
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DuCote TJ, Song X, Naughton KJ, Chen F, Plaugher DR, Childress AR, Edgin AR, Qu X, Liu J, Liu J, Li F, Wong KK, Brainson CF. EZH2 inhibition promotes tumor immunogenicity in lung squamous cell carcinomas. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.06.543919. [PMID: 37333199 PMCID: PMC10274685 DOI: 10.1101/2023.06.06.543919] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Two important factors that contribute to resistance to immune checkpoint inhibitors (ICIs) are an immune-suppressive microenvironment and limited antigen presentation by tumor cells. In this study, we examine if inhibition of the methyltransferase EZH2 can increase ICI response in lung squamous cell carcinomas (LSCCs). Our in vitro experiments using 2D human cancer cell lines as well as 3D murine and patient derived organoids treated with two inhibitors of the EZH2 plus interferon-γ (IFNγ) showed that EZH2 inhibition leads to expression of both major histocompatibility complex class I and II (MHCI/II) expression at both the mRNA and protein levels. ChIP-sequencing confirmed loss of EZH2-mediated histone marks and gain of activating histone marks at key loci. Further, we demonstrate strong tumor control in models of both autochthonous and syngeneic LSCC treated with anti-PD1 immunotherapy with EZH2 inhibition. Single-cell RNA sequencing and immune cell profiling demonstrated phenotypic changes towards more tumor suppressive phenotypes in EZH2 inhibitor treated tumors. These results indicate that this therapeutic modality could increase ICI responses in patients undergoing treatment for LSCC.
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Affiliation(s)
- Tanner J. DuCote
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington KY 40536 USA
| | - Xiulong Song
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington KY 40536 USA
| | - Kassandra J. Naughton
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington KY 40536 USA
| | - Fan Chen
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington KY 40536 USA
| | - Daniel R. Plaugher
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington KY 40536 USA
| | - Avery R. Childress
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington KY 40536 USA
| | - Abigail R. Edgin
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington KY 40536 USA
| | - Xufeng Qu
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA 23219 USA
| | - Jinze Liu
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA 23219 USA
- Massey Cancer Center, Virginia Commonwealth University, Richmond, VA 23219 USA
| | - Jinpeng Liu
- Department of Cancer Biostatistics, University of Kentucky, Lexington KY 40536 USA
| | - Fei Li
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York University, New York, NY 10016 USA
| | - Kwok-Kin Wong
- Laura and Isaac Perlmutter Cancer Center, NYU Langone Health, New York University, New York, NY 10016 USA
| | - Christine F. Brainson
- Department of Toxicology and Cancer Biology, University of Kentucky, Lexington KY 40536 USA
- Markey Cancer Center, University of Kentucky, Lexington KY 40536 USA
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36
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Barry ST, Gabrilovich DI, Sansom OJ, Campbell AD, Morton JP. Therapeutic targeting of tumour myeloid cells. Nat Rev Cancer 2023; 23:216-237. [PMID: 36747021 DOI: 10.1038/s41568-022-00546-2] [Citation(s) in RCA: 63] [Impact Index Per Article: 63.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/21/2022] [Indexed: 02/08/2023]
Abstract
Myeloid cells are pivotal within the immunosuppressive tumour microenvironment. The accumulation of tumour-modified myeloid cells derived from monocytes or neutrophils - termed 'myeloid-derived suppressor cells' - and tumour-associated macrophages is associated with poor outcome and resistance to treatments such as chemotherapy and immune checkpoint inhibitors. Unfortunately, there has been little success in large-scale clinical trials of myeloid cell modulators, and only a few distinct strategies have been used to target suppressive myeloid cells clinically so far. Preclinical and translational studies have now elucidated specific functions for different myeloid cell subpopulations within the tumour microenvironment, revealing context-specific roles of different myeloid cell populations in disease progression and influencing response to therapy. To improve the success of myeloid cell-targeted therapies, it will be important to target tumour types and patient subsets in which myeloid cells represent the dominant driver of therapy resistance, as well as to determine the most efficacious treatment regimens and combination partners. This Review discusses what we can learn from work with the first generation of myeloid modulators and highlights recent developments in modelling context-specific roles for different myeloid cell subtypes, which can ultimately inform how to drive more successful clinical trials.
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Affiliation(s)
- Simon T Barry
- Bioscience, Early Oncology, AstraZeneca, Cambridge, UK.
| | | | - Owen J Sansom
- Cancer Research UK Beatson Institute, Glasgow, UK
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
| | | | - Jennifer P Morton
- Cancer Research UK Beatson Institute, Glasgow, UK
- School of Cancer Sciences, University of Glasgow, Glasgow, UK
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Gungabeesoon J, Gort-Freitas NA, Kiss M, Bolli E, Messemaker M, Siwicki M, Hicham M, Bill R, Koch P, Cianciaruso C, Duval F, Pfirschke C, Mazzola M, Peters S, Homicsko K, Garris C, Weissleder R, Klein AM, Pittet MJ. A neutrophil response linked to tumor control in immunotherapy. Cell 2023; 186:1448-1464.e20. [PMID: 37001504 PMCID: PMC10132778 DOI: 10.1016/j.cell.2023.02.032] [Citation(s) in RCA: 87] [Impact Index Per Article: 87.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Revised: 01/10/2023] [Accepted: 02/24/2023] [Indexed: 04/01/2023]
Abstract
Neutrophils accumulate in solid tumors, and their abundance correlates with poor prognosis. Neutrophils are not homogeneous, however, and could play different roles in cancer therapy. Here, we investigate the role of neutrophils in immunotherapy, leading to tumor control. We show that successful therapies acutely expanded tumor neutrophil numbers. This expansion could be attributed to a Sellhi state rather than to other neutrophils that accelerate tumor progression. Therapy-elicited neutrophils acquired an interferon gene signature, also seen in human patients, and appeared essential for successful therapy, as loss of the interferon-responsive transcription factor IRF1 in neutrophils led to failure of immunotherapy. The neutrophil response depended on key components of anti-tumor immunity, including BATF3-dependent DCs, IL-12, and IFNγ. In addition, we found that a therapy-elicited systemic neutrophil response positively correlated with disease outcome in lung cancer patients. Thus, we establish a crucial role of a neutrophil state in mediating effective cancer therapy.
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Affiliation(s)
- Jeremy Gungabeesoon
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Harvard Medical School, Boston, MA, USA
| | | | - Máté Kiss
- Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland; AGORA Cancer Research Center, Lausanne, Switzerland
| | - Evangelia Bolli
- Department of Systems Biology, Harvard Medical School, Boston, MA, USA; Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland; AGORA Cancer Research Center, Lausanne, Switzerland
| | - Marius Messemaker
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Harvard Medical School, Boston, MA, USA; Division of Molecular Oncology and Immunology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Marie Siwicki
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Harvard Medical School, Boston, MA, USA
| | - Mehdi Hicham
- Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland; AGORA Cancer Research Center, Lausanne, Switzerland
| | - Ruben Bill
- Department of Systems Biology, Harvard Medical School, Boston, MA, USA; Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland; AGORA Cancer Research Center, Lausanne, Switzerland
| | - Peter Koch
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Harvard Medical School, Boston, MA, USA
| | - Chiara Cianciaruso
- Department of Systems Biology, Harvard Medical School, Boston, MA, USA; Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland; AGORA Cancer Research Center, Lausanne, Switzerland
| | - Florent Duval
- Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland; AGORA Cancer Research Center, Lausanne, Switzerland
| | - Christina Pfirschke
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Harvard Medical School, Boston, MA, USA
| | - Michael Mazzola
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Solange Peters
- Service of Medical Oncology, Department of Oncology, CHUV, Lausanne, Switzerland; Department of Oncology, University of Lausanne, Lausanne, Switzerland
| | - Krisztian Homicsko
- AGORA Cancer Research Center, Lausanne, Switzerland; Ludwig Institute for Cancer Research, Lausanne, Switzerland; Department of Oncology, CHUV, Lausanne, Switzerland; Swiss Cancer Center Leman, Lausanne, Switzerland
| | - Christopher Garris
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Harvard Medical School, Boston, MA, USA
| | - Ralph Weissleder
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Harvard Medical School, Boston, MA, USA; Department of Systems Biology, Harvard Medical School, Boston, MA, USA
| | - Allon M Klein
- Department of Systems Biology, Harvard Medical School, Boston, MA, USA.
| | - Mikael J Pittet
- Center for Systems Biology, Massachusetts General Hospital Research Institute and Harvard Medical School, Boston, MA, USA; Department of Pathology and Immunology, University of Geneva, Geneva, Switzerland; AGORA Cancer Research Center, Lausanne, Switzerland; Ludwig Institute for Cancer Research, Lausanne, Switzerland; Swiss Cancer Center Leman, Lausanne, Switzerland.
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38
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Peehl DM, Badea CT, Chenevert TL, Daldrup-Link HE, Ding L, Dobrolecki LE, Houghton AM, Kinahan PE, Kurhanewicz J, Lewis MT, Li S, Luker GD, Ma CX, Manning HC, Mowery YM, O'Dwyer PJ, Pautler RG, Rosen MA, Roudi R, Ross BD, Shoghi KI, Sriram R, Talpaz M, Wahl RL, Zhou R. Animal Models and Their Role in Imaging-Assisted Co-Clinical Trials. Tomography 2023; 9:657-680. [PMID: 36961012 PMCID: PMC10037611 DOI: 10.3390/tomography9020053] [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: 01/26/2023] [Revised: 03/08/2023] [Accepted: 03/08/2023] [Indexed: 03/19/2023] Open
Abstract
The availability of high-fidelity animal models for oncology research has grown enormously in recent years, enabling preclinical studies relevant to prevention, diagnosis, and treatment of cancer to be undertaken. This has led to increased opportunities to conduct co-clinical trials, which are studies on patients that are carried out parallel to or sequentially with animal models of cancer that mirror the biology of the patients' tumors. Patient-derived xenografts (PDX) and genetically engineered mouse models (GEMM) are considered to be the models that best represent human disease and have high translational value. Notably, one element of co-clinical trials that still needs significant optimization is quantitative imaging. The National Cancer Institute has organized a Co-Clinical Imaging Resource Program (CIRP) network to establish best practices for co-clinical imaging and to optimize translational quantitative imaging methodologies. This overview describes the ten co-clinical trials of investigators from eleven institutions who are currently supported by the CIRP initiative and are members of the Animal Models and Co-clinical Trials (AMCT) Working Group. Each team describes their corresponding clinical trial, type of cancer targeted, rationale for choice of animal models, therapy, and imaging modalities. The strengths and weaknesses of the co-clinical trial design and the challenges encountered are considered. The rich research resources generated by the members of the AMCT Working Group will benefit the broad research community and improve the quality and translational impact of imaging in co-clinical trials.
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Affiliation(s)
- Donna M Peehl
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA 94158, USA
| | - Cristian T Badea
- Department of Radiology, Duke University Medical Center, Durham, NC 27710, USA
| | - Thomas L Chenevert
- Department of Radiology and the Center for Molecular Imaging, University of Michigan School of Medicine, Ann Arbor, MI 48109, USA
| | - Heike E Daldrup-Link
- Molecular Imaging Program at Stanford (MIPS), Department of Radiology, Stanford University, Stanford, CA 94305, USA
| | - Li Ding
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Lacey E Dobrolecki
- Advanced Technology Cores, Baylor College of Medicine, Houston, TX 77030, USA
| | | | - Paul E Kinahan
- Department of Radiology, University of Washington, Seattle, WA 98105, USA
| | - John Kurhanewicz
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA 94158, USA
| | - Michael T Lewis
- Departments of Molecular and Cellular Biology and Radiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Shunqiang Li
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Gary D Luker
- Department of Radiology and the Center for Molecular Imaging, University of Michigan School of Medicine, Ann Arbor, MI 48109, USA
- Department of Microbiology and Immunology, University of Michigan School of Medicine, Ann Arbor, MI 48109, USA
| | - Cynthia X Ma
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA
| | - H Charles Manning
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Yvonne M Mowery
- Department of Radiation Oncology, Duke University School of Medicine, Durham, NC 27708, USA
- Department of Head and Neck Surgery & Communication Sciences, Duke University School of Medicine, Durham, NC 27708, USA
| | - Peter J O'Dwyer
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Robia G Pautler
- Department of Integrative Physiology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Mark A Rosen
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Raheleh Roudi
- Molecular Imaging Program at Stanford (MIPS), Department of Radiology, Stanford University, Stanford, CA 94305, USA
| | - Brian D Ross
- Department of Radiology and the Center for Molecular Imaging, University of Michigan School of Medicine, Ann Arbor, MI 48109, USA
- Department of Biological Chemistry, University of Michigan School of Medicine, Ann Arbor, MI 48109, USA
| | - Kooresh I Shoghi
- Mallinckrodt Institute of Radiology (MIR), Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Renuka Sriram
- Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA 94158, USA
| | - Moshe Talpaz
- Division of Hematology/Oncology, University of Michigan School of Medicine, Ann Arbor, MI 48109, USA
- Department of Internal Medicine, University of Michigan School of Medicine, Ann Arbor, MI 48109, USA
| | - Richard L Wahl
- Mallinckrodt Institute of Radiology (MIR), Washington University School of Medicine, St. Louis, MO 63110, USA
| | - Rong Zhou
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA
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39
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Jain S, Ma K, Morris LGT. CD66b as a prognostic and predictive biomarker in patients with non-small cell lung cancer treated with checkpoint blockade immunotherapy. Transl Cancer Res 2023; 12:447-451. [PMID: 36915573 PMCID: PMC10007870 DOI: 10.21037/tcr-22-2880] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 01/09/2023] [Indexed: 02/24/2023]
Affiliation(s)
- Swati Jain
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kevin Ma
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Luc G T Morris
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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40
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Interplay between tumor-derived factors and tumor-associated neutrophils: opportunities for therapeutic interventions in cancer. CLINICAL & TRANSLATIONAL ONCOLOGY : OFFICIAL PUBLICATION OF THE FEDERATION OF SPANISH ONCOLOGY SOCIETIES AND OF THE NATIONAL CANCER INSTITUTE OF MEXICO 2023:10.1007/s12094-023-03100-0. [PMID: 36745341 DOI: 10.1007/s12094-023-03100-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Accepted: 01/21/2023] [Indexed: 02/07/2023]
Abstract
Neutrophils have emerged as important players in the tumor microenvironment, largely attributed to their plasticity and heterogeneity. Evidence accumulated thus far indicates that neutrophils signaled by external cues can promote tumor progression via several mechanisms. Hence, in our quest to target tumor-associated neutrophils to improve treatment, understanding the mechanisms by which tumor-derived factors regulate neutrophils to gain pro-tumor functions and the feedback loop by which these neutrophils promote tumor progression is very crucial. Herein, we review the published data on how tumor-derived factors alter neutrophils phenotype to promote tumor progression with particular emphasis on immunosuppression, autophagy, angiogenesis, tumor proliferation, metastasis, and therapeutic resistance. These deeper insights could provide a wider view and novel therapeutic approach to neutrophil-targeted therapy in cancer.
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41
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Cao J, Chow L, Dow S. Strategies to overcome myeloid cell induced immune suppression in the tumor microenvironment. Front Oncol 2023; 13:1116016. [PMID: 37114134 PMCID: PMC10126309 DOI: 10.3389/fonc.2023.1116016] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 03/17/2023] [Indexed: 04/29/2023] Open
Abstract
Cancer progression and metastasis due to tumor immune evasion and drug resistance is strongly associated with immune suppressive cellular responses, particularly in the case of metastatic tumors. The myeloid cell component plays a key role within the tumor microenvironment (TME) and disrupts both adaptive and innate immune cell responses leading to loss of tumor control. Therefore, strategies to eliminate or modulate the myeloid cell compartment of the TME are increasingly attractive to non-specifically increase anti-tumoral immunity and enhance existing immunotherapies. This review covers current strategies targeting myeloid suppressor cells in the TME to enhance anti-tumoral immunity, including strategies that target chemokine receptors to deplete selected immune suppressive myeloid cells and relieve the inhibition imposed on the effector arms of adaptive immunity. Remodeling the TME can in turn improve the activity of other immunotherapies such as checkpoint blockade and adoptive T cell therapies in immunologically "cold" tumors. When possible, in this review, we have provided evidence and outcomes from recent or current clinical trials evaluating the effectiveness of the specific strategies used to target myeloid cells in the TME. The review seeks to provide a broad overview of how myeloid cell targeting can become a key foundational approach to an overall strategy for improving tumor responses to immunotherapy.
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Affiliation(s)
- Jennifer Cao
- Flint Animal Cancer Center, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, CO, United States
- Department of Microbiology, Immunology, and Pathology, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, CO, United States
| | - Lyndah Chow
- Flint Animal Cancer Center, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, CO, United States
- Department of Clinical Sciences, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, CO, United States
| | - Steven Dow
- Flint Animal Cancer Center, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, CO, United States
- Department of Microbiology, Immunology, and Pathology, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, CO, United States
- Department of Clinical Sciences, College of Veterinary Medicine and Biomedical Sciences, Colorado State University, Fort Collins, CO, United States
- *Correspondence: Steven Dow,
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Salcher S, Sturm G, Horvath L, Untergasser G, Kuempers C, Fotakis G, Panizzolo E, Martowicz A, Trebo M, Pall G, Gamerith G, Sykora M, Augustin F, Schmitz K, Finotello F, Rieder D, Perner S, Sopper S, Wolf D, Pircher A, Trajanoski Z. High-resolution single-cell atlas reveals diversity and plasticity of tissue-resident neutrophils in non-small cell lung cancer. Cancer Cell 2022; 40:1503-1520.e8. [PMID: 36368318 PMCID: PMC9767679 DOI: 10.1016/j.ccell.2022.10.008] [Citation(s) in RCA: 103] [Impact Index Per Article: 51.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 08/26/2022] [Accepted: 10/06/2022] [Indexed: 11/12/2022]
Abstract
Non-small cell lung cancer (NSCLC) is characterized by molecular heterogeneity with diverse immune cell infiltration patterns, which has been linked to therapy sensitivity and resistance. However, full understanding of how immune cell phenotypes vary across different patient subgroups is lacking. Here, we dissect the NSCLC tumor microenvironment at high resolution by integrating 1,283,972 single cells from 556 samples and 318 patients across 29 datasets, including our dataset capturing cells with low mRNA content. We stratify patients into immune-deserted, B cell, T cell, and myeloid cell subtypes. Using bulk samples with genomic and clinical information, we identify cellular components associated with tumor histology and genotypes. We then focus on the analysis of tissue-resident neutrophils (TRNs) and uncover distinct subpopulations that acquire new functional properties in the tissue microenvironment, providing evidence for the plasticity of TRNs. Finally, we show that a TRN-derived gene signature is associated with anti-programmed cell death ligand 1 (PD-L1) treatment failure.
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Affiliation(s)
- Stefan Salcher
- Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI) and Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria
| | - Gregor Sturm
- Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria
| | - Lena Horvath
- Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI) and Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria
| | - Gerold Untergasser
- Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI) and Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria
| | - Christiane Kuempers
- Institute of Pathology, University of Luebeck and University Hospital Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Georgios Fotakis
- Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria
| | - Elisa Panizzolo
- Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria
| | - Agnieszka Martowicz
- Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI) and Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria; Tyrolpath Obrist Brunhuber GmbH, Zams, Austria
| | - Manuel Trebo
- Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI) and Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria
| | - Georg Pall
- Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI) and Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria
| | - Gabriele Gamerith
- Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI) and Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria
| | - Martina Sykora
- Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI) and Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria
| | - Florian Augustin
- Department of Visceral, Transplant and Thoracic Surgery, Medical University Innsbruck, Innsbruck, Austria
| | - Katja Schmitz
- Tyrolpath Obrist Brunhuber GmbH, Zams, Austria; INNPATH GmbH, Institute of Pathology, Innsbruck, Austria
| | - Francesca Finotello
- Institute of Molecular Biology, University of Innsbruck, Innsbruck, Austria; Digital Science Center, University of Innsbruck, Innsbruck, Austria
| | - Dietmar Rieder
- Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria
| | - Sven Perner
- Institute of Pathology, University of Luebeck and University Hospital Schleswig-Holstein, Campus Luebeck, Luebeck, Germany; Pathology, Research Center Borstel, Leibniz Lung Center, Borstel, Germany; German Center for Lung Research (DZL), Luebeck and Borstel, Germany
| | - Sieghart Sopper
- Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI) and Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria
| | - Dominik Wolf
- Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI) and Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria
| | - Andreas Pircher
- Department of Internal Medicine V, Haematology & Oncology, Comprehensive Cancer Center Innsbruck (CCCI) and Tyrolean Cancer Research Institute (TKFI), Medical University of Innsbruck, Innsbruck, Austria.
| | - Zlatko Trajanoski
- Biocenter, Institute of Bioinformatics, Medical University of Innsbruck, Innsbruck, Austria.
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Wang H, Lu X, Chen J. Construction and experimental validation of an acetylation-related gene signature to evaluate the recurrence and immunotherapeutic response in early-stage lung adenocarcinoma. BMC Med Genomics 2022; 15:254. [PMID: 36503492 PMCID: PMC9741798 DOI: 10.1186/s12920-022-01413-7] [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: 07/28/2022] [Accepted: 12/09/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Acetylation is a reversible epigenetic process, playing an important role in the initiation and progression of malignant tumors. However, the prognosis value of acetylation-related genes in the early-stage lung adenocarcinoma (LUAD) remains obscure. MATERIALS AND METHODS The acetylation-related genes were collected and clustered based on transcriptome sequencing of the patients with early-stage LUAD from the Cancer Genome Atlas. The genomic divergence analysis, protein-protein interaction network construction, Lasso regression, and univariate Cox regression were used to identify the significant biomarkers for the recurrence of the early-stage LUAD. The multivariate Cox regression was used to establish the predictive model. Gene Expression Omnibus was systemically retrieved and four independent datasets were used for external validation. 23 early-stage LUAD samples were collected from the local hospital to detect the expression difference of the genes in the model. Transfection assays were performed to verify the regulatory ability of the screened gene to the proliferation of LUAD cell lines. The single-cell RNA sequencing of the early-stage LUAD patients and two lung cancer cohorts receiving immunotherapy were utilized to explore the predictive ability of the established model to immunotherapeutic sensitivity. RESULTS The clustering based on acetylation-related genes was significantly associated with the recurrence (P < 0.01) and immune infiltration statuses. Through a series of bioinformatical and machine learning methods, RBBP7 and YEATS2 were ultimately identified. Accordingly, a novel gene signature containing RBBP7 and YEATS2 was developed to evaluate the recurrence-free survival of early-stage LUAD, which was then validated in five independent cohorts (pooled hazard ratio = 1.88, 95% confidence interval = 1.49-2.37) and 23 local clinical samples (P < 0.01). The knock-down of YEATS2 obviously suppressed proliferation of H1975 and HCC-827 cells. Single-cell RNA sequencing analyses indicated that RBBP7 and YEATS2 were both associated with the tumor immune response, and the prognosis signature could predict the immunotherapeutic response in two cohorts receiving immunotherapy (P < 0.05; P < 0.01). CONCLUSIONS Totally, an acetylation-related gene signature is constructed, helping to evaluate the recurrence and immunotherapeutic effectiveness of early-stage LUAD patients.
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Affiliation(s)
- Haiqiang Wang
- Department of Thoracic Surgery, The Second Affiliated Hospital of Air Force Military Medical University, No. 1 Xinsi Road, Baqiao District, Xi’an, 710038 Shaanxi China
| | - Xiyan Lu
- Department of Traditional Chinese Medicine, The Second Affiliated Hospital of Air Force Military Medical University, No. 1 Xinsi Road, Baqiao District, Xi’an, 710038 Shaanxi China
| | - Jiakuan Chen
- Department of Thoracic Surgery, The Second Affiliated Hospital of Air Force Military Medical University, No. 1 Xinsi Road, Baqiao District, Xi’an, 710038 Shaanxi China
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Lo Russo G, Sgambelluri F, Prelaj A, Galli F, Manglaviti S, Bottiglieri A, Di Mauro R, Ferrara R, Galli G, Signorelli D, De Toma A, Occhipinti M, Brambilla M, Rulli E, Triulzi T, Torelli T, Agnelli L, Brich S, Martinetti A, Dumitrascu A, Torri V, Pruneri G, Fabbri A, de Braud F, Anichini A, Proto C, Ganzinelli M, Mortarini R, Garassino M. PEOPLE (NCT03447678), a first-line phase II pembrolizumab trial, in negative and low PD-L1 advanced NSCLC: clinical outcomes and association with circulating immune biomarkers. ESMO Open 2022; 7:100645. [PMID: 36455507 PMCID: PMC9808469 DOI: 10.1016/j.esmoop.2022.100645] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2022] [Revised: 09/25/2022] [Accepted: 10/26/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND The PEOPLE trial aimed to identify new immune biomarkers in negative and low programmed death-ligand 1 (PD-L1) (0%-49%) advanced non-small-cell lung cancer (aNSCLC) patients treated with first-line pembrolizumab. Here we report the main outcomes and the circulating immune biomarkers analysis. PATIENTS AND METHODS The primary endpoint of this phase II trial was the identification of immune biomarkers associated with progression-free survival (PFS). Overall survival (OS), objective response rate (ORR), disease control rate (DCR), duration of response (DoR) and safety were secondary endpoints. Absolute cell counts for 36 subsets belonging to innate and adaptive immunity were determined by multiparametric flow cytometry in peripheral blood at baseline and at first radiologic evaluation. An orthoblique principal components-based clustering approach and multivariable Cox regression model adjusted for clinical variables were used to analyze immune variables and their correlation with clinical endpoints. RESULTS From May 2018 to October 2020, 65 patients were enrolled. After a median follow-up of 26.4 months, the median PFS was 2.9 months [95% confidence interval (CI) 1.8-5.6 months] and median OS was 12.1 months (95% CI 8.7-17.1 months). The ORR was 21.5%, DCR was 47.7% and median DoR was 14.5 months (95% CI 6.4-24.9 months). Drug-related grade 3-4 adverse events were 9.2%. Higher T cell and natural killer (NK) cell count at baseline and at the first radiologic evaluation were associated with improved PFS, DCR and OS. On the contrary, higher myeloid cell count at baseline or at the first radiologic evaluation was significantly associated with worse OS and DCR. CONCLUSIONS Circulating immune biomarkers can contribute to predict outcomes in negative and low PD-L1 aNSCLC patients treated with first-line single-agent pembrolizumab.
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Affiliation(s)
- G. Lo Russo
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy,Correspondence to: Dr Giuseppe Lo Russo Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, via Giacomo Venezian 1, 20133 Milan, Italy. Tel: +39-0223903829
| | - F. Sgambelluri
- Department of Research, Human Tumors Immunobiology Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - A. Prelaj
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy,Department of Electronics, Information, and Bioengineering, Politecnico di Milano, Milan, Italy
| | - F. Galli
- Oncology Department, Istituto di Ricerche Farmacologiche Mario Negri Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - S. Manglaviti
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - A. Bottiglieri
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - R.M. Di Mauro
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - R. Ferrara
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - G. Galli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy,Medical Oncology, Fondazione Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Policlinico San Matteo, Pavia, Italy
| | - D. Signorelli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy,Medical Oncology, ASST Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - A. De Toma
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - M. Occhipinti
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - M. Brambilla
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - E. Rulli
- Oncology Department, Istituto di Ricerche Farmacologiche Mario Negri Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - T. Triulzi
- Molecular Targeting Unit, Department of Research, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - T. Torelli
- Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - L. Agnelli
- Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - S. Brich
- Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - A. Martinetti
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - A.D. Dumitrascu
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - V. Torri
- Oncology Department, Istituto di Ricerche Farmacologiche Mario Negri Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Milan, Italy
| | - G. Pruneri
- Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - A. Fabbri
- Department of Pathology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy
| | - F. de Braud
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy,Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - A. Anichini
- Department of Research, Human Tumors Immunobiology Unit, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - C. Proto
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - M. Ganzinelli
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - R. Mortarini
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy
| | - M.C. Garassino
- Medical Oncology Department, Fondazione IRCCS Istituto Nazionale Dei Tumori, Milan, Italy,Department of Medicine, University of Chicago Comprehensive Cancer Center, University of Chicago, Chicago, USA
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Zhang H, Zhu X, Friesen TJ, Kwak JW, Pisarenko T, Mekvanich S, Velasco MA, Randolph TW, Kargl J, Houghton AM. Annexin A2/TLR2/MYD88 pathway induces arginase 1 expression in tumor-associated neutrophils. J Clin Invest 2022; 132:e153643. [PMID: 36377658 PMCID: PMC9663166 DOI: 10.1172/jci153643] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Accepted: 09/16/2022] [Indexed: 11/16/2022] Open
Abstract
Myeloid lineage cells suppress T cell viability through arginine depletion via arginase 1 (ARG1). Despite numerous studies exploring the mechanisms by which ARG1 perturbs lymphocyte function, the cellular populations responsible for its generation and release remain poorly understood. Here, we showed that neutrophil lineage cells and not monocytes or macrophages expressed ARG1 in human non-small cell lung cancer (NSCLC). Importantly, we showed that approximately 40% of tumor-associated neutrophils (TANs) actively transcribed ARG1 mRNA. To determine the mechanism by which ARG1 mRNA is induced in TANs, we utilized FPLC followed by MS/MS to screen tumor-derived factors capable of inducing ARG1 mRNA expression in neutrophils. These studies identified ANXA2 as the major driver of ARG1 mRNA expression in TANs. Mechanistically, ANXA2 signaled through the TLR2/MYD88 axis in neutrophils to induce ARG1 mRNA expression. The current study describes what we believe to be a novel mechanism by which ARG1 mRNA expression is regulated in neutrophils in cancer and highlights the central role that neutrophil lineage cells play in the suppression of tumor-infiltrating lymphocytes.
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Affiliation(s)
| | | | | | | | | | | | | | - Timothy W. Randolph
- Clinical Research Division and
- Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
| | - Julia Kargl
- Otto Loewi Research Center, Division of Pharmacology, Medical University of Graz, Graz, Austria
| | - A. McGarry Houghton
- Clinical Research Division and
- Human Biology Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA
- Division of Pulmonary and Critical Care Medicine, University of Washington, Seattle, Washington, USA
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46
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Hiatt JB, Sandborg H, Garrison SM, Arnold HU, Liao SY, Norton JP, Friesen TJ, Wu F, Sutherland KD, Rienhoff HY, Martins R, Houghton AM, Srivastava S, MacPherson D. Inhibition of LSD1 with Bomedemstat Sensitizes Small Cell Lung Cancer to Immune Checkpoint Blockade and T-Cell Killing. Clin Cancer Res 2022; 28:4551-4564. [PMID: 35920742 PMCID: PMC9844673 DOI: 10.1158/1078-0432.ccr-22-1128] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 06/24/2022] [Accepted: 07/28/2022] [Indexed: 01/19/2023]
Abstract
PURPOSE The addition of immune checkpoint blockade (ICB) to platinum/etoposide chemotherapy changed the standard of care for small cell lung cancer (SCLC) treatment. However, ICB addition only modestly improved clinical outcomes, likely reflecting the high prevalence of an immunologically "cold" tumor microenvironment in SCLC, despite high mutational burden. Nevertheless, some patients clearly benefit from ICB and recent reports have associated clinical responses to ICB in SCLC with (i) decreased neuroendocrine characteristics and (ii) activation of NOTCH signaling. We previously showed that inhibition of the lysine-specific demethylase 1a (LSD1) demethylase activates NOTCH and suppresses neuroendocrine features of SCLC, leading us to investigate whether LSD1 inhibition would enhance the response to PD-1 inhibition in SCLC. EXPERIMENTAL DESIGN We employed a syngeneic immunocompetent model of SCLC, derived from a genetically engineered mouse model harboring Rb1/Trp53 inactivation, to investigate combining the LSD1 inhibitor bomedemstat with anti-PD-1 therapy. In vivo experiments were complemented by cell-based studies in murine and human models. RESULTS Bomedemstat potentiated responses to PD-1 inhibition in a syngeneic model of SCLC, resulting in increased CD8+ T-cell infiltration and strong tumor growth inhibition. Bomedemstat increased MHC class I expression in mouse SCLC tumor cells in vivo and augmented MHC-I induction by IFNγ and increased killing by tumor-specific T cells in cell culture. CONCLUSIONS LSD1 inhibition increased MHC-I expression and enhanced responses to PD-1 inhibition in vivo, supporting a new clinical trial to combine bomedemstat with standard-of-care PD-1 axis inhibition in SCLC.
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Affiliation(s)
- Joseph B. Hiatt
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA,Veterans Affairs Puget Sound Healthcare System - Seattle Branch, Seattle, Washington 98108, USA,Division of Medical Oncology, Department of Medicine, University of Washington, Seattle, Washington 98109, USA
| | - Holly Sandborg
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - Sarah M. Garrison
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - Henry U. Arnold
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - Sheng-You Liao
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - Justin P. Norton
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - Travis J. Friesen
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA,Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - Feinan Wu
- Genomics and Bioinformatics Shared Resource, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - Kate D. Sutherland
- ACRF Cancer Biology and Stem Cells Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, Victoria 3052, Australia,Department of Medical Biology, The University of Melbourne, Parkville, Victoria 3052, Australia
| | | | - Renato Martins
- Division of Medical Oncology, Department of Medicine, University of Washington, Seattle, Washington 98109, USA
| | - A. McGarry Houghton
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA,Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA,Pulmonary and Critical Care Division, University of Washington, Seattle, Washington, USA
| | - Shivani Srivastava
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - David MacPherson
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA,Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA,Department of Genome Sciences, University of Washington, Seattle, Washington 98195, USA
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47
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Tu P, Li X, Cao L, Zhong M, Xie Z, Wu Z. Machine learning and BP neural network revealed abnormal B cell infiltration predicts the survival of lung cancer patients. Front Oncol 2022; 12:882018. [PMID: 36303835 PMCID: PMC9592816 DOI: 10.3389/fonc.2022.882018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 08/29/2022] [Indexed: 11/26/2022] Open
Abstract
FAM83A gene is related to the invasion and metastasis of various tumors. However, the abnormal immune cell infiltration associated with the gene is poorly understood in the pathogenesis and prognosis of NSCLC. Based on the TCGA and GEO databases, we used COX regression and machine learning algorithms (CIBERSORT, random forest, and back propagation neural network) to study the prognostic value of FAM83A and immune infiltration characteristics in NSCLC. High FAM83A expression was significantly associated with poor prognosis of NSCLC patients (p = 0.00016), and had excellent prognostic independence. At the same time, the expression level of FAM83A is significantly related to the T, N, and Stage. Subsequently, based on machine learing strategies, we found that the infiltration level of naive B cells was negatively correlated with the expression of FAM83A. The low infiltration of naive B cells was significantly related to the poor overall survival rate of NSCLC (p = 0.0072). In addition, Cox regression confirmed that FAM83A and naive B cells are risk factors for the prognosis of NSCLC patients. The nomogram combining FAM83A and naive B cells (C-index = 0.748) has a more accurate prognostic ability than the Stage (C-index = 0.651) system. Our analysis shows that abnormal infiltration of naive B cells associated with FAM83A is a key factor in the prognostic prediction of NSCLC patients.
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Affiliation(s)
- Pinghua Tu
- *Correspondence: Pinghua Tu, ; Zhanling Wu,
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48
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Ma X, Zhang MJ, Wang J, Zhang T, Xue P, Kang Y, Sun ZJ, Xu Z. Emerging Biomaterials Imaging Antitumor Immune Response. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2022; 34:e2204034. [PMID: 35728795 DOI: 10.1002/adma.202204034] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 06/19/2022] [Indexed: 06/15/2023]
Abstract
Immunotherapy is one of the most promising clinical modalities for the treatment of malignant tumors and has shown excellent therapeutic outcomes in clinical settings. However, it continues to face several challenges, including long treatment cycles, high costs, immune-related adverse events, and low response rates. Thus, it is critical to predict the response rate to immunotherapy by using imaging technology in the preoperative and intraoperative. Here, the latest advances in nanosystem-based biomaterials used for predicting responses to immunotherapy via the imaging of immune cells and signaling molecules in the immune microenvironment are comprehensively summarized. Several imaging methods, such as fluorescence imaging, magnetic resonance imaging, positron emission tomography imaging, ultrasound imaging, and photoacoustic imaging, used in immune predictive imaging, are discussed to show the potential of nanosystems for distinguishing immunotherapy responders from nonresponders. Nanosystem-based biomaterials aided by various imaging technologies are expected to enable the effective prediction and diagnosis in cases of tumors, inflammation, and other public diseases.
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Affiliation(s)
- Xianbin Ma
- Key Laboratory of Luminescence Analysis and Molecular Sensing, Ministry of Education, School of Materials and Energy and Chongqing Engineering Research Center for Micro-Nano Biomedical Materials and Devices, Southwest University, Chongqing, 400715, P. R. China
- Institute of Engineering Medicine, Beijing Institute of Technology, Beijing, 100081, P. R. China
| | - Meng-Jie Zhang
- The State Key Laboratory Breeding Base of Basic Science of Stomatology (Hubei-MOST) and Key Laboratory of Oral Biomedicine Ministry of Education, School & Hospital of Stomatology, Wuhan University, Wuhan, 430079, P. R. China
| | - Jingting Wang
- Key Laboratory of Luminescence Analysis and Molecular Sensing, Ministry of Education, School of Materials and Energy and Chongqing Engineering Research Center for Micro-Nano Biomedical Materials and Devices, Southwest University, Chongqing, 400715, P. R. China
| | - Tian Zhang
- Key Laboratory of Luminescence Analysis and Molecular Sensing, Ministry of Education, School of Materials and Energy and Chongqing Engineering Research Center for Micro-Nano Biomedical Materials and Devices, Southwest University, Chongqing, 400715, P. R. China
| | - Peng Xue
- Key Laboratory of Luminescence Analysis and Molecular Sensing, Ministry of Education, School of Materials and Energy and Chongqing Engineering Research Center for Micro-Nano Biomedical Materials and Devices, Southwest University, Chongqing, 400715, P. R. China
| | - Yuejun Kang
- Key Laboratory of Luminescence Analysis and Molecular Sensing, Ministry of Education, School of Materials and Energy and Chongqing Engineering Research Center for Micro-Nano Biomedical Materials and Devices, Southwest University, Chongqing, 400715, P. R. China
| | - Zhi-Jun Sun
- The State Key Laboratory Breeding Base of Basic Science of Stomatology (Hubei-MOST) and Key Laboratory of Oral Biomedicine Ministry of Education, School & Hospital of Stomatology, Wuhan University, Wuhan, 430079, P. R. China
| | - Zhigang Xu
- Key Laboratory of Luminescence Analysis and Molecular Sensing, Ministry of Education, School of Materials and Energy and Chongqing Engineering Research Center for Micro-Nano Biomedical Materials and Devices, Southwest University, Chongqing, 400715, P. R. China
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Deng X, Wang Z, Luo Y, Li Z, Chen L. Prediction of lung squamous cell carcinoma immune microenvironment and immunotherapy efficiency with pyroptosis-derived genes. Medicine (Baltimore) 2022; 101:e30304. [PMID: 36123889 PMCID: PMC9478317 DOI: 10.1097/md.0000000000030304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Lung squamous cell carcinoma (LUSC) is a common subtype of lung cancer that exhibits diverse pyroptosis regulatory patterns. Studies have highlighted the significance of pyroptosis in cancer invasion and immune responses. We aimed to explore the signatures of pyroptosis-related genes and their immune relevance in LUSC. Using The Cancer Genome Atlas (TCGA)-LUSC cohort and 5 gene expression omnibus (GEO) datasets, we performed consensus clustering based on 41 pyroptosis-related genes, and single sample gene set enrichment analysis (ssGSEA) was employed to calculate the infiltration levels of distinct clusters. A pyroptosis scoring scheme using the principal component analysis (PCA) method was used to quantify pyroptosis regulation in patients with LUSC and predict their prognosis. Four pyroptosis clusters were identified among 833 LUSC samples, which were associated with different Kyoto encyclopedia of genes and genome (KEGG) signaling pathways and tumor microenvironment infiltration features, and were highly consistent with 4 reported immune phenotypes: immune-responsive, immune-non-functional, immune-exclusion, and immune-ignorance. We then divided the patients into high- and low-pyroptosis score subgroups, and patients with higher scores were characterized by prolonged survival and attenuated immune infiltration. Moreover, higher scores were correlated with male patients, higher microsatellite instability, lower immune checkpoint inhibitor expression (such as CTLA-4 and GAL-9), and high mutation rates of typical mutated genes (e.g., TP53 and TTN). In particular, patients with lower pyroptosis scores showed better immune response to immune checkpoint inhibitor treatment. Pyroptosis regulatory patterns in the immune microenvironment can predict the clinical outcomes of patients with LUSC. Accurately quantifying the pyroptosis of individual patients will strengthen the understanding of heterogeneity within the LUSC tumor microenvironment infiltration areas.
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Affiliation(s)
- Xiaheng Deng
- Department of Thoracic Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zhibo Wang
- Department of Thoracic Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Yu Luo
- Department of Thoracic Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zhihua Li
- Department of Thoracic Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Liang Chen
- Department of Thoracic Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
- *Correspondence: Liang Chen, Department of Thoracic Surgery, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing 210000, China (e-mail: )
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50
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Protein O-GlcNAcylation and the regulation of energy homeostasis: lessons from knock-out mouse models. J Biomed Sci 2022; 29:64. [PMID: 36058931 PMCID: PMC9443036 DOI: 10.1186/s12929-022-00851-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 08/30/2022] [Indexed: 12/02/2022] Open
Abstract
O-GlcNAcylation corresponds to the addition of N-Acetylglucosamine (GlcNAc) on serine or threonine residues of cytosolic, nuclear and mitochondrial proteins. This reversible modification is catalysed by a unique couple of enzymes, O-GlcNAc transferase (OGT) and O-GlcNAcase (OGA). OGT uses UDP-GlcNAc produced in the hexosamine biosynthesis pathway, to modify proteins. UDP-GlcNAc is at the cross-roads of several cellular metabolisms, including glucose, amino acids and fatty acids. Therefore, OGT is considered as a metabolic sensor that post-translationally modifies proteins according to nutrient availability. O-GlcNAcylation can modulate protein–protein interactions and regulate protein enzymatic activities, stability or subcellular localization. In addition, it can compete with phosphorylation on the same serine or threonine residues, or regulate positively or negatively the phosphorylation of adjacent residues. As such, O-GlcNAcylation is a major actor in the regulation of cell signaling and has been implicated in numerous physiological and pathological processes. A large body of evidence have indicated that increased O-GlcNAcylation participates in the deleterious effects of glucose (glucotoxicity) in metabolic diseases. However, recent studies using mice models with OGT or OGA knock-out in different tissues have shown that O-GlcNAcylation protects against various cellular stresses, and indicate that both increase and decrease in O-GlcNAcylation have deleterious effects on the regulation of energy homeostasis.
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