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Tang Y, Pang J, Chen Y, Qi Q, Wang H, Sun Y, Gul S, Zhou X, Tang W. Constructing a Prognostic Model for Non-Small-Cell Lung Cancer Risk Based on Genes Characterising the Differentiation of Myeloid-Derived Suppressor Cells. Int J Mol Sci 2025; 26:4679. [PMID: 40429821 PMCID: PMC12111218 DOI: 10.3390/ijms26104679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2025] [Revised: 05/10/2025] [Accepted: 05/11/2025] [Indexed: 05/29/2025] Open
Abstract
Cancer is the most common malignancy, with over 2 million new cases and nearly 1.8 million deaths worldwide annually. Non-small-cell lung cancer (NSCLC) is the predominant subtype, accounting for the majority of cases. Myeloid-derived suppressor cells (MDSCs), which originate from monocytes and typically differentiate into macrophages and granulocytes, possess potent immunosuppressive capabilities. MDSCs regulate immune responses in various pathological conditions and are strongly associated with poor prognosis in cancer patients. This study aims to elucidate the complex interplay between MDSCs, immune cells, and tumours in the NSCLC tumour microenvironment (TME). By integrating single-cell RNA sequencing (scRNA-seq) data with bulk RNA sequencing (Bulk RNA-seq) data, we identified MDSCs as the target cell population and used Monocle software (v2.22.0) to infer their developmental trajectories. We identified key genes associated with MDSCs differentiation processes and classified MDSCs into seven distinct states based on their functional roles. Furthermore, we constructed a prognostic risk model based on the impact of MDSCs differentiation on NSCLC prognosis, utilizing Elastic Net regression and multivariate Cox regression analysis of Bulk RNA-seq data. The model's performance and accuracy were validated using both internal and external validation sets. Additionally, we compared risk scores with clinical pathological features and the relationship between risk scores and key immune cells in the immune microenvironment, demonstrating the model's clinical predictive value. We also explored how prognostic genes contribute to poor prognosis in NSCLC. Moreover, small molecule compounds targeting these prognostic genes were screened, and their anti-tumour effects were evaluated as potential therapeutic strategies for NSCLC treatment. This study not only reveals the complex regulatory mechanisms of MDSCs in the NSCLC immune microenvironment but also successfully constructs a prognostic risk model based on MDSCs differentiation states. The model demonstrates excellent clinical performance in predicting patient prognosis, effectively identifying high-risk patients and providing robust support for individualized treatment and immunotherapy decisions. Through association analyses with key immune cells in the immune microenvironment and clinical pathological features, our model can assist clinicians in formulating more precise treatment plans based on patients' immune status and tumour characteristics. Furthermore, we identified small molecule compounds targeting these prognostic genes, providing novel and promising therapeutic targets for NSCLC, which could further enhance treatment efficacy and improve patients' survival quality.
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Affiliation(s)
| | | | | | | | | | | | | | - Xuhong Zhou
- Laboratory of Molecular Genetics of Aging & Tumour, Medicine School, Kunming University of Science and Technology, Kunming 650032, China; (Y.T.); (J.P.); (Y.C.); (Q.Q.); (H.W.); (Y.S.); (S.G.)
| | - Wenru Tang
- Laboratory of Molecular Genetics of Aging & Tumour, Medicine School, Kunming University of Science and Technology, Kunming 650032, China; (Y.T.); (J.P.); (Y.C.); (Q.Q.); (H.W.); (Y.S.); (S.G.)
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Fan J, Xie Y, Liu D, Cui R, Zhang W, Shen M, Cao L. Crosstalk Between H-Type Vascular Endothelial Cells and Macrophages: A Potential Regulator of Bone Homeostasis. J Inflamm Res 2025; 18:2743-2765. [PMID: 40026304 PMCID: PMC11871946 DOI: 10.2147/jir.s502604] [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: 10/23/2024] [Accepted: 01/30/2025] [Indexed: 03/05/2025] Open
Abstract
The crosstalk between H-type endothelial cells (ECs) and macrophages is critical for maintaining angiogenesis and osteogenesis in bone homeostasis. As core components of type H vessels, ECs respond to various pro-angiogenic signals, forming specialized vascular structures characterized by high expression of platelet-endothelial cell adhesion molecule-1 (CD31) and endothelial mucin (EMCN), thereby facilitating angiogenesis-osteogenesis coupling during bone formation. Macrophages, as key immune cells in the perivascular region, are primarily classified into the classically activated pro-inflammatory M1 phenotype and the selectively activated anti-inflammatory M2 phenotype, thereby performing dual functions in regulating local tissue homeostasis and innate immunity. In recent years, the complex crosstalk between type H vessel ECs and macrophages has garnered significant interest in the context of bone-related diseases. Orderly regulation of angiogenesis and bone immunity provides a new direction for preventing bone metabolic disorders such as osteoporosis and osteoarthritis. However, their interactions in bone homeostasis remain insufficiently understood, with limited clinical data available. This review comprehensively examines the intricate interactions between type H vessel ECs and macrophages with diverse phenotypes, and Insights into the signaling pathways that regulate their crosstalk, focusing on their roles in angiogenesis and osteogenesis. Furthermore, the review discusses recent interventions targeting this crosstalk and the challenges that remain. These insights may offer new perspectives on bone homeostasis and provide a theoretical foundation for developing novel therapeutic strategies.
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Affiliation(s)
- Jiaxuan Fan
- Clinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, People’s Republic of China
| | - Yaohui Xie
- Clinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, People’s Republic of China
| | - Desun Liu
- Clinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, People’s Republic of China
| | - Rui Cui
- Clinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, People’s Republic of China
| | - Wei Zhang
- Clinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, People’s Republic of China
| | - Mengying Shen
- Clinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, People’s Republic of China
| | - Linzhong Cao
- Clinical College of Traditional Chinese Medicine, Gansu University of Chinese Medicine, Lanzhou, People’s Republic of China
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van der Mescht MA, Steel HC, Anderson R, Rossouw TM. Vascular endothelial growth factor A: friend or foe in the pathogenesis of HIV and SARS-CoV-2 infections? Front Cell Infect Microbiol 2025; 14:1458195. [PMID: 40008234 PMCID: PMC11850333 DOI: 10.3389/fcimb.2024.1458195] [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: 07/02/2024] [Accepted: 10/28/2024] [Indexed: 02/27/2025] Open
Abstract
This review article discusses the role of vascular endothelial growth factor A (VEGF-A) in the pathogenesis of SARS-CoV-2 and HIV infection, both conditions being renowned for their impact on the vascular endothelium. The processes involved in vascular homeostasis and angiogenesis are reviewed briefly before exploring the interplay between hypoxia, VEGF-A, neuropilin-1 (NRP-1), and inflammatory pathways. We then focus on SARS-CoV-2 infection and show how the binding of the viral pathogen to the angiotensin-converting enzyme 2 receptor, as well as to NRP-1, leads to elevated levels of VEGF-A and consequences such as coagulation, vascular dysfunction, and inflammation. HIV infection augments angiogenesis via several mechanisms, most prominently, by the trans-activator of transcription (tat) protein mimicking VEGF-A by binding to its receptor, VEGFR-2, as well as upregulation of NRP-1, which enhances the interaction between VEGF-A and VEGFR-2. We propose that the elevated levels of VEGF-A observed during HIV/SARS-CoV-2 co-infection originate predominantly from activated immune cells due to the upregulation of HIF-1α by damaged endothelial cells. In this context, a few clinical trials have described a diminished requirement for oxygen therapy during anti-VEGF treatment of SARS-CoV-2 infection. The currently available anti-VEGF therapy strategies target the binding of VEGF-A to both VEGFR-1 and VEGFR-2. The blocking of both receptors could, however, lead to a negative outcome, inhibiting not only pathological, but also physiological angiogenesis. Based on the examination of published studies, this review suggests that treatment targeting selective inhibition of VEGFR-1 may be beneficial in the context of SARS-CoV-2 infection.
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Affiliation(s)
| | | | | | - Theresa M. Rossouw
- Department of Immunology, Faculty of Health Sciences, University of
Pretoria, Pretoria, South Africa
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Failla CM, Carbone ML, Ramondino C, Bruni E, Orecchia A. Vascular Endothelial Growth Factor (VEGF) Family and the Immune System: Activators or Inhibitors? Biomedicines 2024; 13:6. [PMID: 39857591 PMCID: PMC11763294 DOI: 10.3390/biomedicines13010006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2024] [Revised: 11/29/2024] [Accepted: 12/20/2024] [Indexed: 01/27/2025] Open
Abstract
The vascular endothelial growth factor (VEGF) family includes key mediators of vasculogenesis and angiogenesis. VEGFs are secreted by various cells of epithelial and mesenchymal origin and by some immune cells in response to physiological and pathological stimuli. In addition, immune cells express VEGF receptors and/or co-receptors and can respond to VEGFs in an autocrine or paracrine manner. This immunological role of VEGFs has opened the possibility of using the VEGF inhibitors already developed to inhibit tumor angiogenesis also in combination approaches with different immunotherapies to enhance the action of effector T lymphocytes against tumor cells. This review pursues to examine the current understanding of the interplay between VEGFs and the immune system, while identifying key areas that require further evaluation.
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Affiliation(s)
- Cristina Maria Failla
- Experimental Immunology Laboratory, Istituto Dermopatico dell’Immacolata, IDI-IRCCS, 00167 Rome, Italy; (C.M.F.); (C.R.)
| | - Maria Luigia Carbone
- Clinical Trial Center, Istituto Dermopatico dell’Immacolata, IDI-IRCCS, 00167 Rome, Italy;
| | - Carmela Ramondino
- Experimental Immunology Laboratory, Istituto Dermopatico dell’Immacolata, IDI-IRCCS, 00167 Rome, Italy; (C.M.F.); (C.R.)
| | - Emanuele Bruni
- Departmental Faculty of Medicine and Surgery, UniCamillus-Saint Camillus International University of Health Sciences, 00131 Rome, Italy
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Zhang X, Wang H, Li J, Zhou F, Zhao M, Su T. Sunitinib-induced endocapillary proliferative glomerulonephritis with IgA2 deposit in addition to thrombotic microangiopathy: a case report. BMC Nephrol 2024; 25:284. [PMID: 39215250 PMCID: PMC11365231 DOI: 10.1186/s12882-024-03732-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Sunitinib, a multi-targeted tyrosine kinase inhibitor, is used as a second-line therapy for gastrointestinal stromal tumors (GIST) resistant to imatinib. However, its impact on the vascular endothelial growth factor (VEGF) pathway can lead to significant toxicities, including hypertension and thrombotic microangiopathy (TMA). CASE PRESENTATION This case report describes a unique instance of a patient with metastatic GIST who developed endocapillary proliferative glomerulonephritis (EPGN) with IgA2 deposits and TMA following sunitinib treatment. The patient presented with severe hypertension, nephrotic syndrome, and acute kidney injury. Renal biopsy confirmed the diagnosis, revealing IgA2 deposits, which are not commonly associated with TMA. Discontinuation of sunitinib led to a rapid improvement in renal function and proteinuria. The potential mechanisms underlying sunitinib-induced glomerular injury may involve the blockade of VEGFR-1, affecting immune cell recruitment and function, and the disruption of the nitric oxide and endothelin systems, leading to endothelial damage and immune dysregulation. Management of these toxicities requires a personalized approach, with options ranging from symptomatic relief to drug discontinuation. The use of endothelin receptor antagonists and other therapeutic alternatives for GIST management is discussed. CONCLUSIONS This case highlights the complex interplay between the therapeutic effects of sunitinib and its potential renal and cardiovascular toxicities, emphasizing the need for close monitoring and effective management strategies to optimize patient outcomes.
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Affiliation(s)
- Xin Zhang
- Renal Division, Peking University First Hospital, Beijing, People's Republic of China
- Institute of Nephrology, Peking University, Beijing, People's Republic of China
- Key Laboratory of Renal Disease, Ministry of Health of China, Ministry of Education of China, Beijing, People's Republic of China
- Key Laboratory of CKD Prevention and Treatment, Ministry of Education of China, Beijing, People's Republic of China
- Research Units of Diagnosis and Treatment of Immune-mediated Kidney Diseases, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Hui Wang
- Renal Pathology Center, Peking University First Hospital, Peking University Institute of Nephrology, Beijing, China
- Laboratory of Electron Microscopy, Pathological Center, Peking University First Hospital, Beijing, China
| | - Jian Li
- Key Laboratory of Carcinogenesis and Translational Research, Ministry of Education of Beijing, Beijing, People's Republic of China
- Department of Gastrointestinal Oncology, Peking University Cancer Hospital and Institute, Peking University Cancer Hospital and Institute, People's Republic of China
| | - Fude Zhou
- Renal Division, Peking University First Hospital, Beijing, People's Republic of China
- Institute of Nephrology, Peking University, Beijing, People's Republic of China
- Key Laboratory of Renal Disease, Ministry of Health of China, Ministry of Education of China, Beijing, People's Republic of China
- Key Laboratory of CKD Prevention and Treatment, Ministry of Education of China, Beijing, People's Republic of China
- Research Units of Diagnosis and Treatment of Immune-mediated Kidney Diseases, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Minghui Zhao
- Renal Division, Peking University First Hospital, Beijing, People's Republic of China
- Institute of Nephrology, Peking University, Beijing, People's Republic of China
- Key Laboratory of Renal Disease, Ministry of Health of China, Ministry of Education of China, Beijing, People's Republic of China
- Key Laboratory of CKD Prevention and Treatment, Ministry of Education of China, Beijing, People's Republic of China
- Research Units of Diagnosis and Treatment of Immune-mediated Kidney Diseases, Chinese Academy of Medical Sciences, Beijing, People's Republic of China
| | - Tao Su
- Renal Division, Peking University First Hospital, Beijing, People's Republic of China.
- Institute of Nephrology, Peking University, Beijing, People's Republic of China.
- Key Laboratory of Renal Disease, Ministry of Health of China, Ministry of Education of China, Beijing, People's Republic of China.
- Key Laboratory of CKD Prevention and Treatment, Ministry of Education of China, Beijing, People's Republic of China.
- Research Units of Diagnosis and Treatment of Immune-mediated Kidney Diseases, Chinese Academy of Medical Sciences, Beijing, People's Republic of China.
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Habib S, Osborn G, Willsmore Z, Chew MW, Jakubow S, Fitzpatrick A, Wu Y, Sinha K, Lloyd-Hughes H, Geh JLC, MacKenzie-Ross AD, Whittaker S, Sanz-Moreno V, Lacy KE, Karagiannis SN, Adams R. Tumor associated macrophages as key contributors and targets in current and future therapies for melanoma. Expert Rev Clin Immunol 2024; 20:895-911. [PMID: 38533720 PMCID: PMC11286214 DOI: 10.1080/1744666x.2024.2326626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 02/29/2024] [Indexed: 03/28/2024]
Abstract
INTRODUCTION Despite the success of immunotherapies for melanoma in recent years, there remains a significant proportion of patients who do not yet derive benefit from available treatments. Immunotherapies currently licensed for clinical use target the adaptive immune system, focussing on Tcell interactions and functions. However, the most prevalent immune cells within the tumor microenvironment (TME) of melanoma are macrophages, a diverse immune cell subset displaying high plasticity, to which no current therapies are yet directly targeted. Macrophages have been shown not only to activate the adaptive immune response, and enhance cancer cell killing, but, when influenced by factors within the TME of melanoma, these cells also promote melanoma tumorigenesis and metastasis. AREAS COVERED We present a review of the most up-to-date literatureavailable on PubMed, focussing on studies from within the last 10 years. We also include data from ongoing and recent clinical trials targeting macrophages in melanoma listed on clinicaltrials.gov. EXPERT OPINION Understanding the multifaceted role of macrophages in melanoma, including their interactions with immune and cancer cells, the influence of current therapies on macrophage phenotype and functions and how macrophages could be targeted with novel treatment approaches, are all critical for improving outcomes for patients with melanoma.
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Affiliation(s)
- Shabana Habib
- St. John’s Institute of Dermatology, School of Basic & Medical Biosciences, King’s College London, London, UK
| | - Gabriel Osborn
- St. John’s Institute of Dermatology, School of Basic & Medical Biosciences, King’s College London, London, UK
| | - Zena Willsmore
- St. John’s Institute of Dermatology, School of Basic & Medical Biosciences, King’s College London, London, UK
| | - Min Waye Chew
- St. John’s Institute of Dermatology, School of Basic & Medical Biosciences, King’s College London, London, UK
| | - Sophie Jakubow
- St. John’s Institute of Dermatology, School of Basic & Medical Biosciences, King’s College London, London, UK
| | - Amanda Fitzpatrick
- St. John’s Institute of Dermatology, School of Basic & Medical Biosciences, King’s College London, London, UK
- Oncology Department, Guy’s and St Thomas’ Hospital, London, UK
- Breast Cancer Now Research Unit, School of Cancer & Pharmaceutical Sciences, King’s College London, Innovation Hub, Guy’s Hospital, London, UK
| | - Yin Wu
- St. John’s Institute of Dermatology, School of Basic & Medical Biosciences, King’s College London, London, UK
- Oncology Department, Guy’s and St Thomas’ Hospital, London, UK
- Peter Gorer Department of Immunobiology, School of Immunology & Microbial Sciences, King’s College London, London, UK
| | - Khushboo Sinha
- St John’s Institute of Dermatology, Guy’s, King’s and St. Thomas’ Hospitals NHS Foundation Trust, London, England
| | - Hawys Lloyd-Hughes
- Department of Plastic Surgery, Guy’s, King’s and St. Thomas’ Hospitals, London, England
| | - Jenny L. C. Geh
- St John’s Institute of Dermatology, Guy’s, King’s and St. Thomas’ Hospitals NHS Foundation Trust, London, England
- Department of Plastic Surgery, Guy’s, King’s and St. Thomas’ Hospitals, London, England
| | | | - Sean Whittaker
- St. John’s Institute of Dermatology, School of Basic & Medical Biosciences, King’s College London, London, UK
| | - Victoria Sanz-Moreno
- The Breast Cancer Now Toby Robins Research Centre, Division of Breast Cancer Research, The Institute of Cancer Research, London
| | - Katie E. Lacy
- St. John’s Institute of Dermatology, School of Basic & Medical Biosciences, King’s College London, London, UK
| | - Sophia N Karagiannis
- St. John’s Institute of Dermatology, School of Basic & Medical Biosciences, King’s College London, London, UK
- Breast Cancer Now Research Unit, School of Cancer & Pharmaceutical Sciences, King’s College London, Innovation Hub, Guy’s Hospital, London, UK
| | - Rebecca Adams
- St. John’s Institute of Dermatology, School of Basic & Medical Biosciences, King’s College London, London, UK
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