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Mathiesen H, Juul-Madsen K, Tramm T, Vorup-Jensen T, Møller HJ, Etzerodt A, Andersen MN. Prognostic value of CD163 + macrophages in solid tumor malignancies: A scoping review. Immunol Lett 2025; 272:106970. [PMID: 39778658 DOI: 10.1016/j.imlet.2025.106970] [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: 11/12/2024] [Revised: 12/19/2024] [Accepted: 01/02/2025] [Indexed: 01/11/2025]
Abstract
Tumor-associated macrophages (TAMs) play crucial roles in development and progression of malignant diseases. Notably, CD163+ TAMs likely perform specific pro-tumorigenic functions, suggesting that this subset may serve as both prognostic biomarkers and targets for future anti-cancer therapy. We conducted a scoping review to map the current knowledge on the prognostic role of CD163+ TAMs in the five most lethal cancers worldwide: Lung, colorectal, gastric, liver, and breast cancer. For all cancer types, most studies showed that high tumoral presence of CD163+ cells was associated with poor patient outcome, and this association was more frequently observed when CD163+ cells were measured at the tumor periphery compared to more central parts of the tumor. These results support that CD163+ TAMs represent a biomarker of poor patient outcome across a variety of solid tumors, and highlight the relevance of further investigations of CD163+ TAMs as targets of future immunotherapies.
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Affiliation(s)
- Henriette Mathiesen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Department of Hematology, Aarhus University Hospital, Aarhus, Denmark
| | - Kristian Juul-Madsen
- Department of Biomedicine, Aarhus University, Aarhus, Denmark; Max-Delbrueck-Center for Molecular Medicine, Berlin, Germany
| | - Trine Tramm
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
| | | | - Holger Jon Møller
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Department of Clinical Biochemistry, Aarhus University Hospital, Aarhus, Denmark
| | - Anders Etzerodt
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
| | - Morten Nørgaard Andersen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark; Department of Hematology, Aarhus University Hospital, Aarhus, Denmark; Department of Biomedicine, Aarhus University, Aarhus, Denmark; Department of Molecular Medicine, Aarhus University Hospital, Aarhus, Denmark.
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2
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Ji Y, Xiao C, Fan T, Deng Z, Wang D, Cai W, Li J, Liao T, Li C, He J. The epigenetic hallmarks of immune cells in cancer. Mol Cancer 2025; 24:66. [PMID: 40038722 DOI: 10.1186/s12943-025-02255-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2024] [Accepted: 01/30/2025] [Indexed: 03/06/2025] Open
Abstract
Targeting the dysregulation of epigenetic mechanisms in cancer has emerged as a promising therapeutic strategy. Although the significant rationale progress of epigenetic therapies in blocking cancer cells, how epigenetic regulation shapes tumor microenvironment (TME) and establishes antitumor immunity remains less understood. Recent study focus has been put on the epigenetic-mediated changes in the fate of immune cells, including the differentiation, expansion, recruitment, functionalization, and exhaustion of T cells, natural killer (NK) cells, tumor-associated macrophages (TAMs), dendritic cells (DCs), myeloid-derived suppressor cells (MDSCs), and B cells within the TME. Here, we review the latest molecular and clinical insights into how DNA modifications, histone modification, and epitranscriptome-related regulations shape immune cells of various cancers. We also discuss opportunities for leveraging epigenetic therapies to improve cancer immunotherapies. This review provides the epigenetic foundations of cancer immunity and proposes the future direction of combination therapies.
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Affiliation(s)
- Yu Ji
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- 4+4 Medical Doctor Program, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Chu Xiao
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Tao Fan
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Ziqin Deng
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Di Wang
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Wenpeng Cai
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jia Li
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Tianle Liao
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Chunxiang Li
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Jie He
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
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3
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Weng Y, Wang L, Wang Y, Xu J, Fan X, Luo S, Hua Q, Xu J, Liu G, Zhao KB, Zhao CA, Kuang DM, Wu C, Zheng L. Spatial Organization of Macrophages in CTL-Rich Hepatocellular Carcinoma Influences CTL Antitumor Activity. Cancer Immunol Res 2025; 13:310-322. [PMID: 39745778 DOI: 10.1158/2326-6066.cir-24-0589] [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: 06/25/2024] [Revised: 10/13/2024] [Accepted: 01/02/2025] [Indexed: 03/05/2025]
Abstract
Despite the pivotal role of CTLs in antitumor immunity, a substantial proportion of CTL-rich patients with hepatocellular carcinoma (HCC) experience early relapse or immunotherapy resistance. However, spatial immune variations impacting the heterogeneous clinical outcomes of CTL-rich HCCs remain poorly understood. In this study, we compared the single-cell and spatial landscapes of 20 CTL-rich HCCs with distinct prognoses using multiplexed in situ staining and validated the prognostic value of myeloid spatial patterns in a cohort of 386 patients. Random forest and Cox regression models identified macrophage aggregation as a distinctive spatial pattern characterizing a subset of CTL-rich HCCs with an immunosuppressive microenvironment and poor prognosis. Integrated analysis of single-cell and spatial transcriptomics, combined with in situ staining validation, revealed that spatial aggregation enhanced protumoral macrophage reprogramming in HCCs, marked by lipid metabolism orientation, M2-like polarization, and increased adjacent CTL exhaustion. This spatial effect on macrophage reprogramming was replicated in HCC-conditioned human macrophage cultures, which showed an enhanced capability to suppress CTLs. Notably, increased macrophage aggregation was associated with higher response rates to anti-PD-1 immunotherapy. These findings suggest that the spatial distribution of macrophages is a biomarker of their functional diversities and microenvironment status, which holds prognostic and therapeutic implications.
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Affiliation(s)
- Yulan Weng
- Guangdong Provincial Key Laboratory of Pharmaceutical Functional Genes, MOE Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, P. R. China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China
| | - Lu Wang
- Guangdong Provincial Key Laboratory of Pharmaceutical Functional Genes, MOE Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, P. R. China
| | - Yuting Wang
- Guangdong Provincial Key Laboratory of Pharmaceutical Functional Genes, MOE Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, P. R. China
| | - Junyu Xu
- Guangdong Provincial Key Laboratory of Pharmaceutical Functional Genes, MOE Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, P. R. China
| | - Xiaoli Fan
- Guangdong Provincial Key Laboratory of Pharmaceutical Functional Genes, MOE Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, P. R. China
| | - Shufeng Luo
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China
| | - Qiaomin Hua
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China
| | - Jing Xu
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China
| | - Gaoteng Liu
- Guangdong Provincial Key Laboratory of Pharmaceutical Functional Genes, MOE Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, P. R. China
| | - Kai-Bo Zhao
- Guangdong Provincial Key Laboratory of Pharmaceutical Functional Genes, MOE Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, P. R. China
| | - Chang-An Zhao
- Guangdong Provincial Key Laboratory of Pharmaceutical Functional Genes, MOE Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, P. R. China
| | - Dong-Ming Kuang
- Guangdong Provincial Key Laboratory of Pharmaceutical Functional Genes, MOE Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, P. R. China
| | - Chong Wu
- Guangdong Provincial Key Laboratory of Pharmaceutical Functional Genes, MOE Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, P. R. China
| | - Limin Zheng
- Guangdong Provincial Key Laboratory of Pharmaceutical Functional Genes, MOE Key Laboratory of Gene Function and Regulation, School of Life Sciences, Sun Yat-sen University, Guangzhou, P. R. China
- State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, P. R. China
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4
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Griffiths JI, Cosgrove PA, Medina EF, Nath A, Chen J, Adler FR, Chang JT, Khan QJ, Bild AH. Cellular interactions within the immune microenvironment underpins resistance to cell cycle inhibition in breast cancers. Nat Commun 2025; 16:2132. [PMID: 40032842 PMCID: PMC11876604 DOI: 10.1038/s41467-025-56279-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 01/13/2025] [Indexed: 03/05/2025] Open
Abstract
Immune evasion by cancer cells involves reshaping the tumor microenvironment (TME) via communication with non-malignant cells. However, resistance-promoting interactions during treatment remain lesser known. Here we examine the composition, communication, and phenotypes of tumor-associated cells in serial biopsies from stage II and III high-risk estrogen receptor positive (ER+ ) breast cancers of patients receiving endocrine therapy (letrozole) as single agent or in combination with ribociclib, a CDK4/6-targeting cell cycle inhibitor. Single-cell RNA sequencing analyses on longitudinally collected samples show that in tumors overcoming the growth suppressive effects of ribociclib, first cancer cells upregulate cytokines and growth factors that stimulate immune-suppressive myeloid differentiation, resulting in reduced myeloid cell- CD8 + T-cell crosstalk via IL-15/18 signaling. Subsequently, tumors growing during treatment show diminished T-cell activation and recruitment. In vitro, ribociclib does not only inhibit cancer cell growth but also T cell proliferation and activation upon co-culturing. Exogenous IL-15 improves CDK4/6 inhibitor efficacy by augmenting T-cell proliferation and cancer cell killing by T cells. In summary, response to ribociclib in stage II and III high-risk ER + breast cancer depends on the composition, activation phenotypes and communication network of immune cells.
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Affiliation(s)
- Jason I Griffiths
- Department of Medical Oncology & Therapeutics Research, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA, USA.
- Department of Mathematics, University of Utah 155 South 1400 East, Salt Lake City, UT, USA.
| | - Patrick A Cosgrove
- Department of Medical Oncology & Therapeutics Research, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA, USA
| | - Eric F Medina
- Department of Medical Oncology & Therapeutics Research, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA, USA
| | - Aritro Nath
- Department of Medical Oncology & Therapeutics Research, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA, USA
| | - Jinfeng Chen
- Department of Medical Oncology & Therapeutics Research, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA, USA
| | - Frederick R Adler
- Department of Mathematics, University of Utah 155 South 1400 East, Salt Lake City, UT, USA
- School of Biological Sciences, University of Utah 257 South 1400 East, Salt Lake City, UT, USA
| | - Jeffrey T Chang
- Department of Integrative Biology and Pharmacology, School of Medicine, School of Biomedical Informatics, UT Health Sciences Center at Houston, Houston, TX, USA
| | - Qamar J Khan
- Division of Medical Oncology, Department of Internal Medicine, The University of Kansas Medical Center, Kansas City, KS, USA
| | - Andrea H Bild
- Department of Medical Oncology & Therapeutics Research, City of Hope National Medical Center, 1500 East Duarte Road, Duarte, CA, USA.
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5
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Liu YR, Wang JQ, Zhou TS, Fang L, Li J, Xia Q. LncRNA-MEG3/miR-93-5p/SMAD7 axis mediates proliferative and inflammatory phenotypes of fibroblast-like synoviocytes in rheumatoid arthritis. Int J Biol Macromol 2025; 294:139390. [PMID: 39755314 DOI: 10.1016/j.ijbiomac.2024.139390] [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: 10/12/2024] [Revised: 12/13/2024] [Accepted: 12/29/2024] [Indexed: 01/06/2025]
Abstract
Synovial hyperplasia, inflammation and immune cell infiltration are the central pathological basis of rheumatoid arthritis (RA). Nonetheless, the cellular, molecular and immunological mechanisms of RA remain poorly understood. An integrated analysis of single-cell RNA (scRNA) and bulk RNA sequencing datasets aimed to unravel the cellular landscape, differentiation trajectory, transcriptome signature, and immunoinfiltration feature of RA synovium. Multilevel experiments were conducted to investigate the role and mechanism of MEG3 in the aggravation and reversal of RA. We screened 97 intergroup differential genes of single-cell transcriptome profiles in the RA versus PsA comparison, which were principally associated with metabolism, inflammation, and proliferation. Clustering and annotation analysis defined 7 key cell subpopulations (monocytes, epithelial cells, CD8+T cells, granulocytes, fibroblasts, HSC_CD34+, and B cells) and their marker genes. Pseudotime analysis demonstrated that fibroblasts could be the end-effector cells, and that downregulation of MEG3 may be responsible for cell differentiation and state transition, followed by the malignant manifestations in the RA synovium. Mechanistically, overexpression of MEG3 could alleviate the proliferative and inflammatory phenotypes of RA synovial fibroblasts by competitively sponging miR-93-5p to promote SMAD7 expression. Taken together, our findings underscore the biological significance of MEG3/miR-93-5p/SMAD7 axis, providing valuable insights into the pathogenesis of RA.
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Affiliation(s)
- Ya-Ru Liu
- Department of Pharmacy, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China; The Grade 3 Pharmaceutical Chemistry Laboratory of State Administration of Traditional Chinese Medicine, Hefei 230022, China.
| | - Jie-Quan Wang
- Department of Pharmacy, Affiliated Psychological Hospital of Anhui Medical University, Hefei 230000, China; Department of Pharmacy, Hefei Fourth People's Hospital, Hefei 230000, China; Psychopharmacology Research Laboratory, Anhui Mental Health Center, Hefei 230000, China
| | - Tong-Sheng Zhou
- Department of Pharmacy, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China; The Grade 3 Pharmaceutical Chemistry Laboratory of State Administration of Traditional Chinese Medicine, Hefei 230022, China; Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, School of Pharmacy, Anhui Medical University, Hefei 230032, China
| | - Ling Fang
- Department of Pharmacy, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China; The Grade 3 Pharmaceutical Chemistry Laboratory of State Administration of Traditional Chinese Medicine, Hefei 230022, China
| | - Jun Li
- Inflammation and Immune Mediated Diseases Laboratory of Anhui Province, School of Pharmacy, Anhui Medical University, Hefei 230032, China.
| | - Quan Xia
- Department of Pharmacy, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China; The Grade 3 Pharmaceutical Chemistry Laboratory of State Administration of Traditional Chinese Medicine, Hefei 230022, China.
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6
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Dhanasekaran R, Suzuki H, Lemaitre L, Kubota N, Hoshida Y. Molecular and immune landscape of hepatocellular carcinoma to guide therapeutic decision-making. Hepatology 2025; 81:1038-1057. [PMID: 37300379 PMCID: PMC10713867 DOI: 10.1097/hep.0000000000000513] [Citation(s) in RCA: 15] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 05/12/2023] [Indexed: 06/12/2023]
Abstract
Liver cancer, primarily HCC, exhibits highly heterogeneous histological and molecular aberrations across tumors and within individual tumor nodules. Such intertumor and intratumor heterogeneities may lead to diversity in the natural history of disease progression and various clinical disparities across the patients. Recently developed multimodality, single-cell, and spatial omics profiling technologies have enabled interrogation of the intertumor/intratumor heterogeneity in the cancer cells and the tumor immune microenvironment. These features may influence the natural history and efficacy of emerging therapies targeting novel molecular and immune pathways, some of which had been deemed undruggable. Thus, comprehensive characterization of the heterogeneities at various levels may facilitate the discovery of biomarkers that enable personalized and rational treatment decisions, and optimize treatment efficacy while minimizing the risk of adverse effects. Such companion biomarkers will also refine HCC treatment algorithms across disease stages for cost-effective patient management by optimizing the allocation of limited medical resources. Despite this promise, the complexity of the intertumor/intratumor heterogeneity and ever-expanding inventory of therapeutic agents and regimens have made clinical evaluation and translation of biomarkers increasingly challenging. To address this issue, novel clinical trial designs have been proposed and incorporated into recent studies. In this review, we discuss the latest findings in the molecular and immune landscape of HCC for their potential and utility as biomarkers, the framework of evaluation and clinical application of predictive/prognostic biomarkers, and ongoing biomarker-guided therapeutic clinical trials. These new developments may revolutionize patient care and substantially impact the still dismal HCC mortality.
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Affiliation(s)
| | - Hiroyuki Suzuki
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Fukuoka
| | - Lea Lemaitre
- Division of Gastroenterology and Hepatology, Stanford University, Stanford, California
| | - Naoto Kubota
- Liver Tumor Translational Research Program, Simmons Comprehensive Cancer Center, Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Yujin Hoshida
- Liver Tumor Translational Research Program, Simmons Comprehensive Cancer Center, Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
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7
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Lyu T, Wu K, Zhou Y, Kong T, Li L, Wang K, Fu P, Wei P, Chen M, Zheng J. Single-Cell RNA Sequencing Reveals the Tumor Heterogeneity and Immunosuppressive Microenvironment in Urothelial Carcinoma. Cancer Sci 2025; 116:710-723. [PMID: 39726326 PMCID: PMC11875766 DOI: 10.1111/cas.16436] [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: 07/12/2024] [Revised: 11/24/2024] [Accepted: 12/09/2024] [Indexed: 12/28/2024] Open
Abstract
Urothelial carcinoma (UC) can arise from either the lower urinary tract or the upper tract; they represent different disease entities and require different clinical treatment strategies. A full understanding of the cellular characteristics in UC may guide the development of novel therapies. Here, we performed single-cell transcriptome analysis from four patients with UC of the bladder (UCB), five patients with UC of the ureter (UCU), and four patients with UC of the renal pelvis (UCRP) to develop a comprehensive cell atlas of UC. We found the rare epithelial cell subtype EP9 with epithelial-to-mesenchymal transition (EMT) and cancer stem cell (CSC) features, and specifically expressed SOX6, which was associated with poor prognosis. We also found that ACKR1+ endothelial cells and inflammatory cancer-associated fibroblasts (iCAFs) were more enriched in UCU, which may promote pathogenesis. While ESM1+ endothelial cells may more actively participate in UCB and UCRP tumorigenesis by promoting angiogenesis. Additionally, CD8 + effector T cells were more enriched in UCU and UCRP patients, while Tregs were mainly enriched in UCB tumors. C1QC+ macrophages and LAMP3+ dendritic cells were more enriched in UCB, which is closely related to the formation of the heterogeneous immunosuppressive microenvironment. Furthermore, we found strong interactions between iCAFs, EP9, and Endo_ESM1, and different degrees of activation of the FGF-FGFR3 axis and immune checkpoint pathway were observed in different UC subtypes. Our study elucidated the cellular heterogeneity and the components of the microenvironment in UC arising from the upper and lower urinary tracts and provided novel therapeutic targets.
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Affiliation(s)
- Tianqi Lyu
- Cixi Institute of Biomedical Engineering, Chinese Academy of Science (CAS)Ningbo Institute of Materials Technology and Engineering, CAS NingboNingboChina
| | - Kerong Wu
- Department of Urology, Ningbo First HospitalSchool of Medicine Ningbo University, Zhejiang University Ningbo HospitalNingboChina
| | - Yincong Zhou
- Department of Bioinformatics, College of Life SciencesZhejiang UniversityHangzhouChina
| | - Tong Kong
- Cixi Institute of Biomedical Engineering, Chinese Academy of Science (CAS)Ningbo Institute of Materials Technology and Engineering, CAS NingboNingboChina
| | - Lin Li
- Cixi Institute of Biomedical Engineering, Chinese Academy of Science (CAS)Ningbo Institute of Materials Technology and Engineering, CAS NingboNingboChina
| | - Kaizhe Wang
- Cixi Institute of Biomedical Engineering, Chinese Academy of Science (CAS)Ningbo Institute of Materials Technology and Engineering, CAS NingboNingboChina
| | - Pan Fu
- Cixi Institute of Biomedical Engineering, Chinese Academy of Science (CAS)Ningbo Institute of Materials Technology and Engineering, CAS NingboNingboChina
| | - Pengyao Wei
- Cixi Institute of Biomedical Engineering, Chinese Academy of Science (CAS)Ningbo Institute of Materials Technology and Engineering, CAS NingboNingboChina
| | - Ming Chen
- Department of Bioinformatics, College of Life SciencesZhejiang UniversityHangzhouChina
| | - Jianping Zheng
- Cixi Institute of Biomedical Engineering, Chinese Academy of Science (CAS)Ningbo Institute of Materials Technology and Engineering, CAS NingboNingboChina
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8
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Xiao L, Shen Z, Pan Z, Qiu Y, Huang D, Liu Y, Liu C, Zhang X. High-dimensional deconstruction of HNSC reveals clinically distinct cellular states and ecosystems that are associated with prognosis and therapy response. J Transl Med 2025; 23:254. [PMID: 40025504 PMCID: PMC11872339 DOI: 10.1186/s12967-025-06299-4] [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: 11/24/2024] [Accepted: 02/23/2025] [Indexed: 03/04/2025] Open
Abstract
BACKGROUND Characterizing the variety of cell types in the tumor microenvironment (TME) and their organization into cellular communities is vital for elucidating the biological diversity of cancer and informing therapeutic strategies. METHODS Here, we employed a machine learning-based algorithm framework, EcoTyper, to analyze single-cell transcriptomes from 139 patients with head and neck squamous cell carcinoma (HNSC)and gene expression profiles from 983 additional HNSC patients, aiming to delineate the fundamental cell states and ecosystems integral to HNSC. RESULTS A diverse landscape of 66 cell states and 9 ecosystems within the HNSC microenvironment was identified, revealing classical cell types while also expanding upon previous immune classifications. Survival analysis revealed that specific cell states and ecotypes (ecosystems) are associated with patient prognosis, underscoring their potential as indicators of clinical outcomes. Moreover, distinct cell states and ecotypes exhibited varying responses to immunotherapy and chemotherapy, with several showing promise as predictive biomarkers for treatment efficacy. CONCLUSION Our large-scale integrative transcriptome analysis provides high-resolution insights into the cellular states and ecosystems of HNSC, facilitating the discovery of novel biomarkers and supporting the development of precision therapies.
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Affiliation(s)
- Lei Xiao
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, Hunan, China
- Otolaryngology Major Disease Research Key Laboratory of Hunan Province, Changsha, 410008, Hunan, China
- Clinical Research Center for Pharyngolaryngeal Diseases and Voice Disorders in Hunan Province, Changsha, 410008, Hunan, China
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Changsha, 410008, Hunan, China
| | - Zhe Shen
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, Hunan, China
- Otolaryngology Major Disease Research Key Laboratory of Hunan Province, Changsha, 410008, Hunan, China
- Clinical Research Center for Pharyngolaryngeal Diseases and Voice Disorders in Hunan Province, Changsha, 410008, Hunan, China
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Changsha, 410008, Hunan, China
| | - Zhaoyu Pan
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, Hunan, China
- Otolaryngology Major Disease Research Key Laboratory of Hunan Province, Changsha, 410008, Hunan, China
- Clinical Research Center for Pharyngolaryngeal Diseases and Voice Disorders in Hunan Province, Changsha, 410008, Hunan, China
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Changsha, 410008, Hunan, China
| | - Yuanzheng Qiu
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, Hunan, China
- Otolaryngology Major Disease Research Key Laboratory of Hunan Province, Changsha, 410008, Hunan, China
- Clinical Research Center for Pharyngolaryngeal Diseases and Voice Disorders in Hunan Province, Changsha, 410008, Hunan, China
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Changsha, 410008, Hunan, China
| | - Donghai Huang
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, Hunan, China
- Otolaryngology Major Disease Research Key Laboratory of Hunan Province, Changsha, 410008, Hunan, China
- Clinical Research Center for Pharyngolaryngeal Diseases and Voice Disorders in Hunan Province, Changsha, 410008, Hunan, China
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Changsha, 410008, Hunan, China
| | - Yong Liu
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, Hunan, China
- Otolaryngology Major Disease Research Key Laboratory of Hunan Province, Changsha, 410008, Hunan, China
- Clinical Research Center for Pharyngolaryngeal Diseases and Voice Disorders in Hunan Province, Changsha, 410008, Hunan, China
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Changsha, 410008, Hunan, China
| | - Chao Liu
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, Hunan, China.
- Otolaryngology Major Disease Research Key Laboratory of Hunan Province, Changsha, 410008, Hunan, China.
- Clinical Research Center for Pharyngolaryngeal Diseases and Voice Disorders in Hunan Province, Changsha, 410008, Hunan, China.
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Changsha, 410008, Hunan, China.
| | - Xin Zhang
- Department of Otolaryngology Head and Neck Surgery, Xiangya Hospital, Central South University, 87 Xiangya Road, Changsha, 410008, Hunan, China.
- Otolaryngology Major Disease Research Key Laboratory of Hunan Province, Changsha, 410008, Hunan, China.
- Clinical Research Center for Pharyngolaryngeal Diseases and Voice Disorders in Hunan Province, Changsha, 410008, Hunan, China.
- National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Changsha, 410008, Hunan, China.
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9
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Baharom F, Hermans D, Delamarre L, Seder RA. Vax-Innate: improving therapeutic cancer vaccines by modulating T cells and the tumour microenvironment. Nat Rev Immunol 2025; 25:195-211. [PMID: 39433884 DOI: 10.1038/s41577-024-01091-9] [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: 09/02/2024] [Indexed: 10/23/2024]
Abstract
T cells have a critical role in mediating antitumour immunity. The success of immune checkpoint inhibitors (ICIs) for cancer treatment highlights how enhancing endogenous T cell responses can mediate tumour regression. However, mortality remains high for many cancers, especially in the metastatic setting. Based on advances in the genetic characterization of tumours and identification of tumour-specific antigens, individualized therapeutic cancer vaccines targeting mutated tumour antigens (neoantigens) are being developed to generate tumour-specific T cells for improved therapeutic responses. Early clinical trials using individualized neoantigen vaccines for patients with advanced disease had limited clinical efficacy despite demonstrated induction of T cell responses. Therefore, enhancing T cell activity by improving the magnitude, quality and breadth of T cell responses following vaccination is one current goal for improving outcome against metastatic tumours. Another major consideration is how T cells can be further optimized to function within the tumour microenvironment (TME). In this Perspective, we focus on neoantigen vaccines and propose a new approach, termed Vax-Innate, in which vaccination through intravenous delivery or in combination with tumour-targeting immune modulators may improve antitumour efficacy by simultaneously increasing the magnitude, quality and breadth of T cells while transforming the TME into a largely immunostimulatory environment for T cells.
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Affiliation(s)
| | - Dalton Hermans
- Vaccine Research Center, National Institutes of Health, Bethesda, MD, USA
| | | | - Robert A Seder
- Vaccine Research Center, National Institutes of Health, Bethesda, MD, USA.
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10
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Lu X, Gou Z, Chen H, Li L, Chen F, Bao C, Bu H, Zhang Z. Extracellular matrix cancer-associated fibroblasts promote stromal fibrosis and immune exclusion in triple-negative breast cancer. J Pathol 2025; 265:385-399. [PMID: 39846260 DOI: 10.1002/path.6395] [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: 07/11/2024] [Revised: 11/05/2024] [Accepted: 12/19/2024] [Indexed: 01/24/2025]
Abstract
The impact of high heterogeneity of cancer-associated fibroblasts (CAFs) on triple-negative breast cancer (TNBC) immunotherapy response has not been fully elucidated, restricting progress in precision immuno-oncology. We integrated single-cell transcriptomic data from 18 TNBC patients and analyzed fibroblast subpopulations. Extracellular matrix CAFs (ecmCAFs) were identified as a fibroblast subpopulation with distinct ECM-associated characteristics. The ecmCAFs were significantly enriched in TNBC patients with residual disease after neoadjuvant immunotherapy and contributed to a fibrotic tumor microenvironment and T-cell exclusion. Secreted phosphoprotein 1 (SPP1) positive macrophages (SPP1+ Mφs) were closely localized to ecmCAFs and produced more transforming growth factor beta (TGFB1), interleukin 1 beta (IL1B), and SPP1 under hypoxic conditions. SPP1+ Mφs were found to facilitate the differentiation of normal breast fibroblasts to ecmCAFs, thus promoting ECM remodeling and stromal fibrosis. Our work revealed the critical role of ecmCAFs in generating a desmoplastic architecture and driving immunosuppression in TNBC. © 2025 The Pathological Society of Great Britain and Ireland.
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Affiliation(s)
- Xunxi Lu
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, PR China
- Laboratory of Breast Pathology and Artificial Intelligence, West China Hospital, Sichuan University, Chengdu, PR China
| | - Zongchao Gou
- Breast Center, Department of General Surgery, West China Hospital, Sichuan University, Chengdu, PR China
| | - Hong Chen
- Institute of Clinical Pathology, West China Hospital, Sichuan University, Chengdu, PR China
| | - Li Li
- Institute of Clinical Pathology, West China Hospital, Sichuan University, Chengdu, PR China
| | - Fei Chen
- Institute of Clinical Pathology, West China Hospital, Sichuan University, Chengdu, PR China
| | - Chunjuan Bao
- Institute of Clinical Pathology, West China Hospital, Sichuan University, Chengdu, PR China
| | - Hong Bu
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, PR China
- Laboratory of Breast Pathology and Artificial Intelligence, West China Hospital, Sichuan University, Chengdu, PR China
| | - Zhang Zhang
- Department of Pathology, West China Hospital, Sichuan University, Chengdu, PR China
- Laboratory of Breast Pathology and Artificial Intelligence, West China Hospital, Sichuan University, Chengdu, PR China
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11
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Zhang M, Zhou G, Xu Y, Wei B, Liu Q, Zhang G, Chang R. Immunogenic cell death signature predicts survival and reveals the role of VEGFA + Mast cells in lung adenocarcinoma. Sci Rep 2025; 15:7213. [PMID: 40021802 PMCID: PMC11871002 DOI: 10.1038/s41598-025-91401-5] [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: 09/27/2024] [Accepted: 02/20/2025] [Indexed: 03/03/2025] Open
Abstract
Lung cancer is prevalent worldwide and is a major cause of cancer-related mortality. Despite being the primary model for immunotherapy research, the response rates of lung cancer patients to immunotherapy are unsatisfactory. Furthermore, research on immunogenic cell death (ICD) in lung cancer is limited, which limits the development of strategies that combine ICD-related therapies with immunotherapy. In this study, we compiled and summarized 69 genes associated with ICD and developed an IRS. Across seven independent datasets, the IRS was identified as an independent prognostic factor. IRS was positively associated with multiple tumor proliferation pathways and negatively associated with immune-related pathways. Additionally, IRS negatively correlated with the infiltration of various immune cells, supporting its association with survival outcomes. Based on the correlation between IRS and immune activity, we validated the ability of IRS to predict immunotherapy efficacy across seven immunotherapy datasets and demonstrated that patients who respond to immunotherapy tend to have a lower IRS. Moreover, utilizing single-cell RNA sequencing, we revealed the role of mast cells in the TME with the highest IRS. Through interactions with various receptors on macrophages, endothelial cells, and tumor cells, mast cells promote tumor progression, providing a comprehensive explanation for poor prognosis and lack of response to immunotherapy in patients with high IRS. Our study offers new guidance for combination therapies in lung adenocarcinoma patients and elucidated the mechanism by which mast cells contribute to cancer development within the TME.
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Affiliation(s)
- Meng Zhang
- The Department of Thoracic Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Hunan Engineering Research Center of Skin Health and Disease, Xiangya Hospital, Changsha, Hunan, China
| | - Guowei Zhou
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Hunan Engineering Research Center of Skin Health and Disease, Xiangya Hospital, Changsha, Hunan, China
- The Department of Dermatology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yantao Xu
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Hunan Engineering Research Center of Skin Health and Disease, Xiangya Hospital, Changsha, Hunan, China
- The Department of Dermatology, Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Benliang Wei
- Big Data Institute, Central South University, Changsha, Hunan, China
| | - Qian Liu
- Big Data Institute, Central South University, Changsha, Hunan, China
| | - Guanxiong Zhang
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Hunan Engineering Research Center of Skin Health and Disease, Xiangya Hospital, Changsha, Hunan, China.
- The Department of Dermatology, Xiangya Hospital, Central South University, Changsha, Hunan, China.
- National Engineering Research Center of Personalized Diagnostic and Therapeutic Technology, Changsha, Hunan, China.
- Furong Laboratory, Changsha, Hunan, China.
| | - Ruimin Chang
- The Department of Thoracic Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, China.
- Hunan Key Laboratory of Skin Cancer and Psoriasis, Hunan Engineering Research Center of Skin Health and Disease, Xiangya Hospital, Changsha, Hunan, China.
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12
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Liu Y, Lyu D, Yao Y, Cui J, Liu J, Bai Z, Zhao Z, Li Y, Lu B, Dong K, Pan X. The comprehensive potential of AQP1 as a tumor biomarker: evidence from kidney neoplasm cohorts, cell experiments and pan-cancer analysis. Hum Genomics 2025; 19:15. [PMID: 39988693 PMCID: PMC11849320 DOI: 10.1186/s40246-025-00726-9] [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: 12/22/2024] [Accepted: 02/12/2025] [Indexed: 02/25/2025] Open
Abstract
Aquaporin1 (AQP1) facilitates water transport. Its ability to be a biomarker at the pan-cancer level remains uninvestigated. We performed immunohistochemical staining on tissues from 370 individuals with kidney neoplasms to measure AQP1 expression. We utilized Kaplan-Meier survival analysis, Chi-square tests, and multivariate Cox regression analyses to assess the prognostic relevance of AQP1 expression. In the pan-cancer context, we explored AQP1's competing endogenous RNAs network, protein-protein interactions, genomic changes, gene set enrichment analysis (GSEA), the correlation of AQP1 expression with survival outcomes, drug sensitivity, drug molecular docking, tumor purity and immunity. AQP1 shRNA expressing 786-O cells were established. Cell proliferation was assessed by Cell Counting Kit-8 and colony formation. Transwell migration, invasion, and cell scratch assays were conducted. In our study, AQP1 expression was an independent protective factor for OS and PFS in renal cancer patients. AQP1 expression significantly correlated with survival outcomes in renal cancers, LGG, SARC, HNSC and UVM. PI-103 sensitivity was related to AQP1 expression and had potential binding cite with AQP1 protein. Knockdown of AQP1 reduced cell proliferation, migration and invasion. Our study uncovered AQP1 as a biomarker for favorable survival outcomes in renal cancers. Furthermore, the bioinformatic analysis promoted its implication in pan-cancer scope.
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Affiliation(s)
- Yifan Liu
- Department of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China
- BGI research, BGI-Hangzhou, Hangzhou, 310012, China
| | - Donghao Lyu
- Department of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China
| | - Yuntao Yao
- Department of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China
- BGI research, BGI-Hangzhou, Hangzhou, 310012, China
| | - Jinming Cui
- Ulink College of Shanghai, Shanghai, 201615, China
| | - Jiangui Liu
- Department of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China
| | - Zikuan Bai
- Shanghai YK Pao School, Shanghai, 201620, China
| | - Zihui Zhao
- Department of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China
| | - Yuanan Li
- Department of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China
| | - Bingnan Lu
- Department of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China.
| | - Keqin Dong
- Department of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China.
- Department of urology, Chinese PLA general hospital of central theater command, Wuhan, 430061, China.
| | - Xiuwu Pan
- Department of Urology, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China.
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13
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Mei S, Wang X, Zhao M, Huang Q, Huang Y, Su M, Zhang X, Wang X, Hao X, Wang T, Wu Y, Ma Y, Wang J, Zhang P, Zheng Y. Resolving the spatial and cellular architecture of intra-tumor heterogeneity by multi-region dissection of lung adenocarcinoma. J Genet Genomics 2025:S1673-8527(25)00051-7. [PMID: 39993622 DOI: 10.1016/j.jgg.2025.02.006] [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: 01/18/2025] [Revised: 02/12/2025] [Accepted: 02/14/2025] [Indexed: 02/26/2025]
Abstract
Although the spatial characteristics within the tumor microenvironment (TME) of lung adenocarcinoma (LUAD) have been identified, the mechanisms by which these factors promote LUAD progression and immune evasion remain unclear. Using spatial transcriptomics (ST) and single-cell RNA-sequencing (scRNA-seq) data from multi-regional LUAD biopsies, consisting of tumor core, tumor edge and normal area, we sought to delineate the spatial heterogeneity and driving factors of cell co-localization. Two cancer cell sub-clusters (Cancer_c1 and Cancer_c2), associated with LUAD initiation and metastasis respectively, exhibit distinct spatial distributions and immune cell colocalizations. In particular, Cancer_c1, enriched within the tumor core, could directly interact with B cells or indirectly recruit B cells through macrophages. Conversely, Cancer_c2 enriched within the tumor edge exhibits co-localization with CD8+ T cells. Collectively, our work elucidates the spatial distribution of cancer cell subtypes and their interaction with immune cells in the core and edge of LUAD, providing insights for developing therapeutic strategies for cancer intervention.
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Affiliation(s)
- Song Mei
- Beijing Key Laboratory for Genetics of Birth Defects, Beijing Pediatric Research Institute, MOE Key Laboratory of Major Diseases in Children, Rare Disease Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China; Shanghai Institute of Immunology, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Xiaolei Wang
- Department of Pathology, Shandong Public Health Clinical Center, Shandong University, Jinan, Shandong 250100, China
| | - Mengmeng Zhao
- Research Center of Translational Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan, Shandong 250013, China
| | - Qing Huang
- Department of Thoracic Surgery, Shandong Public Health Clinical Center, Shandong University, Jinan, Shandong 250100, China
| | - Yixuan Huang
- Beijing ClouDNA Technology Co., Ltd., Beijing 100080, China
| | - Mingming Su
- Beijing ClouDNA Technology Co., Ltd., Beijing 100080, China
| | - Xinlei Zhang
- Beijing ClouDNA Technology Co., Ltd., Beijing 100080, China
| | - Xu Wang
- School of Medical Technology and Engineering, Fujian Medical University, Fuzhou, Fujian 350122, China
| | - Xueyu Hao
- Beijing Key Laboratory for Genetics of Birth Defects, Beijing Pediatric Research Institute, MOE Key Laboratory of Major Diseases in Children, Rare Disease Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
| | - Tianning Wang
- Research Center of Translational Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan, Shandong 250013, China
| | - Yanhua Wu
- Department of Lab Medicine, Shandong Public Health Clinical Center, Shandong University, Jinan, Shandong 250100, China
| | - Yuanhui Ma
- Department of Pathology, Shandong Public Health Clinical Center, Shandong University, Jinan, Shandong 250100, China
| | - Jingnan Wang
- Department of Oncology, Central Hospital affiliated to Shandong First Medical University, Jinan, Shandong 250013, China
| | - Peng Zhang
- Beijing Key Laboratory for Genetics of Birth Defects, Beijing Pediatric Research Institute, MOE Key Laboratory of Major Diseases in Children, Rare Disease Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China.
| | - Yan Zheng
- Research Center of Translational Medicine, Central Hospital Affiliated to Shandong First Medical University, Jinan, Shandong 250013, China.
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14
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Zhang Y, Yang K, Bai J, Chen J, Ou Q, Zhou W, Li X, Hu C. Single-cell transcriptomics reveals the multidimensional dynamic heterogeneity from primary to metastatic gastric cancer. iScience 2025; 28:111843. [PMID: 39967875 PMCID: PMC11834116 DOI: 10.1016/j.isci.2025.111843] [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: 07/01/2024] [Revised: 12/12/2024] [Accepted: 12/18/2024] [Indexed: 02/20/2025] Open
Abstract
Reprogramming of the tumor microenvironment (TME) plays a critical role in gastric cancer (GC) progression and metastasis. However, the multidimensional features between primary tumors and organ-specific metastases remain poorly understood. In this study, we characterized the dynamic heterogeneity of GC from primary to metastatic stages. We identified seven major cell types and 27 immune and stromal subsets. Immune cells decreased, while immunosuppressive cells increased in ovarian and peritoneal metastases. A 30-gene signature for ovarian metastasis was validated in GC cohorts. Additionally, critical ligand-receptor interactions, including LGALS9-MET in liver metastasis and PVR-TIGIT in lymph node metastasis, were identified as potential therapeutic targets. Furthermore, CLOCK, a transcription factor, was associated with poor prognosis and influenced immune cell interactions and migration. Collectively, this study provides valuable insights into TME dynamics in GC and highlights potential avenues for targeted therapies.
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Affiliation(s)
- Yunpeng Zhang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, Heilongjiang, China
| | - Kuan Yang
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, Heilongjiang, China
| | - Jing Bai
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, Heilongjiang, China
| | - Jing Chen
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, Heilongjiang, China
| | - Qi Ou
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, Heilongjiang, China
| | - Wenzhe Zhou
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, Heilongjiang, China
| | - Xia Li
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, Heilongjiang, China
| | - Congxue Hu
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin 150081, Heilongjiang, China
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15
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Liu F, Zhang T, Yang Y, Wang K, Wei J, Shi JH, Zhang D, Sheng X, Zhang Y, Zhou J, Zhao F. Integrated analysis of single-cell and bulk transcriptomics reveals cellular subtypes and molecular features associated with osteosarcoma prognosis. BMC Cancer 2025; 25:280. [PMID: 39962461 PMCID: PMC11834279 DOI: 10.1186/s12885-025-13714-y] [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: 10/17/2024] [Accepted: 02/11/2025] [Indexed: 02/20/2025] Open
Abstract
BACKGROUND Osteosarcoma (OS) is the most common primary bone malignancy with variable molecular biology and prognosis. However, our understanding of the association between cell types and OS progression remains poor. METHODS We generated a human OS cell atlas by integrating over 110,000 single cells from 17 samples. Multiple machine learning algorithms were applied to develop tumor purity prediction models based on transcriptomic profile of OS. The Scissor algorithm and gene enrichment analyses were conducted to delve into cell-intrinsic molecular characteristics linked to OS prognosis. Moreover, the study investigated the impact of ATF6α in OS aggressiveness through genetic and pharmacological loss of function analyses. Lastly, the CellChat algorithm was employed to investigate cell-cell communications. RESULTS Utilizing the high-quality human OS cell atlas, we identified tumor purity as a prognostic indicator and developed a robust tumor purity prediction model. We respectively delineated cancer cell- and immune cell-intrinsic molecular characteristics associated with OS prognosis at single-cell resolution. Interestingly, tumor cells with activated unfolded protein response (UPR) pathway were significantly associated with disease aggressiveness. Notably, ATF6α emerged as the top-activated transcription factor for this tumor subcluster. Subsequently, we confirmed that ATF6α was markedly associated with OS progression, while both genetic and pharmacological inhibition of ATF6α impaired the survival of HOS cells. Lastly, we depicted the landscape of signal crosstalk between the UPR-related subcluster and other cell types within the tumor microenvironment. CONCLUSION In summary, our work provides novel insights into the molecular biology of OS, and offers valuable resource for OS biomarker discovery and treatment strategy development.
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Affiliation(s)
- Feng Liu
- Department of Hand/Foot/Ankle Surgery, Qujing Affiliated Hospital of Kunming Medical University, Qujing, 655099, China
| | - Tingting Zhang
- School of Life and Health Sciences, Hainan University, Haikou, 570228, China
| | - Yongqiang Yang
- Department of Hand/Foot/Ankle Surgery, Qujing Affiliated Hospital of Kunming Medical University, Qujing, 655099, China
| | - Kailun Wang
- School of Life and Health Sciences, Hainan University, Haikou, 570228, China
| | - Jinlan Wei
- School of Life and Health Sciences, Hainan University, Haikou, 570228, China
| | - Ji-Hua Shi
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Dong Zhang
- Department of Breast and Thyroid Surgery, Shandong Provincial Hospital, Shandong First Medical University, Jinan, 250021, China
| | - Xia Sheng
- Department of Hand/Foot/Ankle Surgery, Qujing Affiliated Hospital of Kunming Medical University, Qujing, 655099, China
- School of Life and Health Sciences, Hainan University, Haikou, 570228, China
| | - Yi Zhang
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China.
| | - Jing Zhou
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
| | - Faming Zhao
- School of Life and Health Sciences, Hainan University, Haikou, 570228, China.
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA.
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16
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Chen J, Huang Z, Chen Y, Tian H, Chai P, Shen Y, Yao Y, Xu S, Ge S, Jia R. Lactate and lactylation in cancer. Signal Transduct Target Ther 2025; 10:38. [PMID: 39934144 DOI: 10.1038/s41392-024-02082-x] [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: 06/28/2024] [Revised: 10/07/2024] [Accepted: 11/18/2024] [Indexed: 02/13/2025] Open
Abstract
Accumulated evidence has implicated the diverse and substantial influence of lactate on cellular differentiation and fate regulation in physiological and pathological settings, particularly in intricate conditions such as cancer. Specifically, lactate has been demonstrated to be pivotal in molding the tumor microenvironment (TME) through its effects on different cell populations. Within tumor cells, lactate impacts cell signaling pathways, augments the lactate shuttle process, boosts resistance to oxidative stress, and contributes to lactylation. In various cellular populations, the interplay between lactate and immune cells governs processes such as cell differentiation, immune response, immune surveillance, and treatment effectiveness. Furthermore, communication between lactate and stromal/endothelial cells supports basal membrane (BM) remodeling, epithelial-mesenchymal transitions (EMT), metabolic reprogramming, angiogenesis, and drug resistance. Focusing on lactate production and transport, specifically through lactate dehydrogenase (LDH) and monocarboxylate transporters (MCT), has shown promise in the treatment of cancer. Inhibitors targeting LDH and MCT act as both tumor suppressors and enhancers of immunotherapy, leading to a synergistic therapeutic effect when combined with immunotherapy. The review underscores the importance of lactate in tumor progression and provides valuable perspectives on potential therapeutic approaches that target the vulnerability of lactate metabolism, highlighting the Heel of Achilles for cancer treatment.
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Affiliation(s)
- Jie Chen
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, PR China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, PR China
| | - Ziyue Huang
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, PR China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, PR China
| | - Ya Chen
- Department of Radiology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, PR China
| | - Hao Tian
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, PR China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, PR China
| | - Peiwei Chai
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, PR China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, PR China
| | - Yongning Shen
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, PR China
| | - Yiran Yao
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, PR China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, PR China
| | - Shiqiong Xu
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, PR China.
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, PR China.
| | - Shengfang Ge
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, PR China.
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, PR China.
| | - Renbing Jia
- Department of Ophthalmology, Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, PR China.
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, PR China.
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Wang C, Li J, Chen J, Wang Z, Zhu G, Song L, Wu J, Li C, Qiu R, Chen X, Zhang L, Li W. Multi-omics analyses reveal biological and clinical insights in recurrent stage I non-small cell lung cancer. Nat Commun 2025; 16:1477. [PMID: 39929832 PMCID: PMC11811181 DOI: 10.1038/s41467-024-55068-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 11/26/2024] [Indexed: 02/13/2025] Open
Abstract
Post-operative recurrence rates of stage I non-small cell lung cancer (NSCLC) range from 20% to 40%. Nonetheless, the molecular mechanisms underlying recurrence hitherto remain largely elusive. Here, we generate genomic, epigenomic and transcriptomic profiles of paired tumors and adjacent tissues from 122 stage I NSCLC patients, among which 57 patients develop recurrence after surgery during follow-up. Integrated analyses illustrate that the presence of predominantly solid or micropapillary histological subtypes, increased genomic instability, and APOBEC-related signature are associated with recurrence. Furthermore, TP53 missense mutation in DNA-binding domain could contribute to shorter time to recurrence. DNA hypomethylation is pronounced in recurrent NSCLC, and PRAME is the significantly hypomethylated and overexpressed gene in recurrent lung adenocarcinoma (LUAD). Mechanistically, hypomethylation at TEAD1 binding site facilitates the transcriptional activation of PRAME. Inhibition of PRAME restrains the tumor metastasis via downregulation of epithelial-mesenchymal transition-related genes. We also identify that enrichment of AT2 cells with higher copy number variation burden, exhausted CD8 + T cells and Macro_SPP1, along with the reduced interaction between AT2 and immune cells, is essential for the formation of ecosystem in recurrent LUAD. Finally, multi-omics clustering could stratify the NSCLC patients into 4 subclusters with varying recurrence risk and subcluster-specific therapeutic vulnerabilities. Collectively, this study constitutes a promising resource enabling insights into the biological mechanisms and clinical management for post-operative recurrence of stage I NSCLC.
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Affiliation(s)
- Chengdi Wang
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
| | - Jingwei Li
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jingyao Chen
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Zhoufeng Wang
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Guonian Zhu
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Lujia Song
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Jiayang Wu
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Changshu Li
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Rong Qiu
- Department of Respiratory and Critical Care Medicine, Suining Central Hospital, Suining, China
| | - Xuelan Chen
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, Chengdu, Sichuan, China
| | - Li Zhang
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
| | - Weimin Li
- Department of Pulmonary and Critical Care Medicine, State Key Laboratory of Respiratory Health and Multimorbidity, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
- Laboratory of Precision Therapeutics, Targeted Tracer Research and Development Laboratory, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, Sichuan, China.
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18
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Ghorbaninezhad F, Nour MA, Farzam OR, Saeedi H, Vanan AG, Bakhshivand M, Jafarlou M, Hatami-Sadr A, Baradaran B. The tumor microenvironment and dendritic cells: Developers of pioneering strategies in colorectal cancer immunotherapy? Biochim Biophys Acta Rev Cancer 2025; 1880:189281. [PMID: 39929377 DOI: 10.1016/j.bbcan.2025.189281] [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: 05/31/2024] [Revised: 01/25/2025] [Accepted: 02/04/2025] [Indexed: 02/13/2025]
Abstract
Colorectal cancer (CRC) is the world's third most frequent cancer, and both its incidence and fatality rates are rising. Despite various therapeutic approaches, neither its mortality rate nor its recurrence frequency has decreased significantly. Additionally, conventional treatment approaches, such as chemotherapy and radiotherapy, have several side effects and risks for patients with CRC. Accordingly, the need for alternative and effective treatments for CRC patients is critical. Immunotherapy that utilizes dendritic cells (DCs) harnesses the patient's immune system to combat cancer cells effectively. DCs are the most potent antigen-presenting cells (APCs), which play a vital role in generating anti-cancer T cell responses. A significant barrier to the immune system's ability to eliminate CRC is the establishment of a potent immunosuppressive tumor milieu by malignant cells. Since DCs are frequently defective in this milieu, the tumor setting significantly reduces the effectiveness of DC-based therapy. Determining central mechanisms contributing to tumor growth by unraveling and comprehending the interaction between CRC tumor milieu and DCs may lead to new therapeutic approaches. This study aims to review DC biology and discuss its role in T-cell-mediated anti-tumor immunity, as well as to highlight the immunosuppressive effects of the CRC tumor milieu on the function of DCs. We will also highlight the tumor microenvironment (TME)-related factors that interfere with DC function as a possible therapeutic target to enhance DC-based cell therapy efficacy.
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Affiliation(s)
- Farid Ghorbaninezhad
- Student Research Committee, Department of Immunology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Cancer Immunology and Immunotherapy Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Mina Afrashteh Nour
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Omid Rahbar Farzam
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Hossein Saeedi
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ahmad Ghorbani Vanan
- Student Research Committee, Department of Immunology, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Cancer Immunology and Immunotherapy Research Center, Ardabil University of Medical Sciences, Ardabil, Iran
| | - Mohammad Bakhshivand
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Immunology, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mahdi Jafarlou
- Cancer Immunology and Immunotherapy Research Center, Ardabil University of Medical Sciences, Ardabil, Iran; Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Behzad Baradaran
- Cancer Immunology and Immunotherapy Research Center, Ardabil University of Medical Sciences, Ardabil, Iran; Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran; Department of Immunology, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.
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19
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Liang G, Zhao C, Wei Q, Feng S, Wang Y. Single cell transcriptome profiling reveals pathogenesis of bullous pemphigoid. Commun Biol 2025; 8:203. [PMID: 39922909 PMCID: PMC11807148 DOI: 10.1038/s42003-025-07629-4] [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: 07/30/2024] [Accepted: 01/29/2025] [Indexed: 02/10/2025] Open
Abstract
Bullous pemphigoid (BP) triggers profound functional changes in both immune and non-immune cells in the skin and circulation, though the underlying mechanisms remain unclear. In this study, we conduct single-cell transcriptome analysis of lesional and non-lesional skin, as well as blood samples from BP patients. In lesional skin, non-immune cells upregulate pathways related to metabolism, wound healing, immune activation, and cell migration. LAMP3+DCs from cDC2 show stronger pro-inflammatory signatures than those from cDC1, and VEGFA+ mast cells, crucial for BP progression, are predominantly in lesional skin. As BP patients transition from active to remission stages, blood B cell function shifts from differentiation and memory formation to increased type 1 interferon signaling and reduced IL-4 response. Blood CX3CR1+ ZNF683+ and LAG3+ exhausted T cells exhibit the highest TCR expansion among clones shared with skin CD8+T cells, suggesting their role in fueling skin CD8+T cell clonal expansion. Clinical BP severity correlates positively with blood NK cell IFN-γ production and negatively with amphiregulin (AREG) production. NK cell-derived AREG mitigates IFN-γ-induced keratinocyte apoptosis, suggesting a crucial balance between AREG and IFN-γ in BP progression. These findings highlight functional shifts in BP pathology and suggest potential therapeutic targets.
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Affiliation(s)
- Guirong Liang
- Hospital for Skin Diseases, Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China
| | - Chenjing Zhao
- Hospital for Skin Diseases, Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China
| | - Qin Wei
- Hospital for Skin Diseases, Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China
| | - Suying Feng
- Hospital for Skin Diseases, Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China.
| | - Yetao Wang
- Hospital for Skin Diseases, Institute of Dermatology, Chinese Academy of Medical Sciences and Peking Union Medical College, Nanjing, China.
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20
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Reiss KA, Angelos MG, Dees EC, Yuan Y, Ueno NT, Pohlmann PR, Johnson ML, Chao J, Shestova O, Serody JS, Schmierer M, Kremp M, Ball M, Qureshi R, Schott BH, Sonawane P, DeLong SC, Christiano M, Swaby RF, Abramson S, Locke K, Barton D, Kennedy E, Gill S, Cushing D, Klichinsky M, Condamine T, Abdou Y. CAR-macrophage therapy for HER2-overexpressing advanced solid tumors: a phase 1 trial. Nat Med 2025:10.1038/s41591-025-03495-z. [PMID: 39920391 DOI: 10.1038/s41591-025-03495-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Accepted: 01/06/2025] [Indexed: 02/09/2025]
Abstract
Chimeric antigen receptor (CAR) macrophages (CAR-Ms) mediate antitumor immunity via phagocytosis, cytokine release, activation of the tumor microenvironment and antigen presentation. We report results from a non-prespecified interim analysis of a first-in-human, phase 1 clinical trial of CT-0508, an anti-human epidermal growth factor receptor 2 (HER2) CAR-M in patients with advanced HER2-overexpressing tumors. Fourteen patients were treated across two different regimens. Patients with breast cancer and gastroesophageal cancer were primarily enrolled and had to have demonstrated overexpression of HER2 according to the American Society of Clinical Oncology/College of American Pathologists guidelines (HER2 immunohistochemistry 3+ or immunohistochemistry 2+/in situ hybridization-amplified). No lymphodepletion chemotherapy was used before infusion. The primary endpoints were safety and CAR-M manufacturability. Secondary endpoints included cellular kinetics and efficacy using objective response rate, overall survival, progression-free survival and duration of response. No dose-limiting toxicities, severe cytokine release syndrome (≥grade 3) or immune effector cell-associated neurotoxicity syndrome were observed; 44% (n = 4 of 9, 95% confidence interval = 14-79%) of HER2 3+ tumors achieved stable disease as best overall response 8 weeks after treatment. No meaningful activity was observed in the HER2 2+ population (n = 5). Correlative analyses of serial biopsies confirmed that CT-0508 traffics to and remodels the tumor microenvironment, resulting in expansion of CD8+ T cells. These findings demonstrate the preliminary safety, tolerability and manufacturing feasibility of CT-0508 for HER2+ tumors. ClinicalTrials.gov registration: NCT04660929 .
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Affiliation(s)
- Kim A Reiss
- University of Pennsylvania Abramson Cancer Center, Philadelphia, PA, USA
| | - Mathew G Angelos
- University of Pennsylvania Abramson Cancer Center, Philadelphia, PA, USA
| | - E Claire Dees
- University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC, USA
| | - Yuan Yuan
- City of Hope Cancer Center, Duarte, CA, USA
- Cedars-Sinai Cancer, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Naoto T Ueno
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- University of Hawai'i Cancer Center, Honolulu, HI, USA
| | - Paula R Pohlmann
- The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | | | | | - Olga Shestova
- University of Pennsylvania Abramson Cancer Center, Philadelphia, PA, USA
| | - Jonathan S Serody
- University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC, USA
| | | | | | | | | | | | | | | | | | | | | | - Ken Locke
- Carisma Therapeutics, Philadelphia, PA, USA
| | | | | | - Saar Gill
- University of Pennsylvania Abramson Cancer Center, Philadelphia, PA, USA
| | | | | | | | - Yara Abdou
- University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC, USA
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21
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Moon CY, Belabed M, Park MD, Mattiuz R, Puleston D, Merad M. Dendritic cell maturation in cancer. Nat Rev Cancer 2025:10.1038/s41568-024-00787-3. [PMID: 39920276 DOI: 10.1038/s41568-024-00787-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/12/2024] [Indexed: 02/09/2025]
Abstract
Dendritic cells (DCs) are specialized antigen-presenting cells that are present at low abundance in the circulation and tissues; they serve as crucial immune sentinels by continually sampling their environment, migrating to secondary lymphoid organs and shaping adaptive immune responses through antigen presentation. Owing to their ability to orchestrate tolerogenic or immunogenic responses to a specific antigen, DCs have a pivotal role in antitumour immunity and the response to immune checkpoint blockade and other immunotherapeutic approaches. The multifaceted functions of DCs are acquired through a complex, multistage process called maturation. Although the role of inflammatory triggers in driving DC maturation was established decades ago, less is known about DC maturation in non-inflammatory contexts, such as during homeostasis and in cancer. The advent of single-cell technologies has enabled an unbiased, high-dimensional characterization of various DC states, including mature DCs. This approach has clarified the molecular programmes associated with DC maturation and also revealed how cancers exploit these pathways to subvert immune surveillance. In this Review, we discuss the mechanisms by which cancer disrupts DC maturation and highlight emerging therapeutic opportunities to modulate DC states. These insights could inform the development of DC-centric immunotherapies, expanding the arsenal of strategies to enhance antitumour immunity.
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Affiliation(s)
- Chang Yoon Moon
- Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Meriem Belabed
- Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Matthew D Park
- Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Raphaël Mattiuz
- Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Daniel Puleston
- Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Miriam Merad
- Marc and Jennifer Lipschultz Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Department of Immunology and Immunotherapy, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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22
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Kuo C, Giannikou K, Wang N, Warren M, Goodspeed A, Shillingford N, Hayashi M, Raredon MSB, Amatruda JF. Tumor-associated stroma shapes the spatial tumor immune microenvironment of primary Ewing sarcomas. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.31.635996. [PMID: 39975230 PMCID: PMC11838416 DOI: 10.1101/2025.01.31.635996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
To date, few studies have detailed the tumor microenvironment (TME) of Ewing sarcoma (EwS). The TME has a vital role in cancer survival and progression with implications in drug resistance and immune escape. By performing spatially resolved transcriptomic analysis of primary treatment-naïve EwS samples, we discovered greater stromal enrichment in localized EwS tumors compared to metastatic EwS tumors. Through spatial ligand-receptor analysis, we show that the stromal enriched regions harbor unique extracellular matrix related cytokines, immune recruitment and proinflammatory microenvironmental signals, implying EwS stroma may play an anti-tumorigenic role by acting as an immune recruitment center. All EwS tumors expressed pro-tumorigenic MIF-CD74 immune signaling, suggesting a potential immune-evasive mechanism and immunotherapy target. Our findings provide insight into tumor cell/stromal cell interactions in EwS and serve as a valuable resource for further investigations in the tumor immune microenvironment of EwS.
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Affiliation(s)
- Christopher Kuo
- Cancer and Blood Disease Institute, Division of Hematology-Oncology, Children's Hospital Los Angeles
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Krinio Giannikou
- Cancer and Blood Disease Institute, Division of Hematology-Oncology, Children's Hospital Los Angeles
| | - Nuoya Wang
- Department of Anesthesiology, Yale School of Medicine, New Haven, CT
| | - Mikako Warren
- Department of Pathology and Laboratory Medicine, Children's Hospital Los Angeles, Los Angeles, CA
| | - Andrew Goodspeed
- University of Colorado Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, CO
- Department of Biomedical informatics, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Nick Shillingford
- Department of Pathology and Laboratory Medicine, Children's Hospital Los Angeles, Los Angeles, CA
| | - Masanori Hayashi
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Micha Sam Brickman Raredon
- Department of Anesthesiology, Yale School of Medicine, New Haven, CT
- Vascular Biology & Therapeutics, Yale School of Medicine, New Haven, CT
| | - James F Amatruda
- Cancer and Blood Disease Institute, Division of Hematology-Oncology, Children's Hospital Los Angeles
- Department of Pediatrics, Keck School of Medicine, University of Southern California, Los Angeles, CA
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23
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Li Y, Zheng Y, Huang J, Nie RC, Wu QN, Zuo Z, Yuan S, Yu K, Liang CC, Pan YQ, Zhao BW, Xu Y, Zhang Q, Zheng Y, Chen J, Zeng ZL, Wei W, Liu ZX, Xu RH, Luo HY. CAF-macrophage crosstalk in tumour microenvironments governs the response to immune checkpoint blockade in gastric cancer peritoneal metastases. Gut 2025; 74:350-363. [PMID: 39537239 PMCID: PMC11874311 DOI: 10.1136/gutjnl-2024-333617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND Peritoneal metastasis is the most common metastasis pattern of gastric cancer. Patients with gastric cancer peritoneal metastasis (GCPM) have a poor prognosis and respond poorly to conventional treatments. Recently, immune checkpoint blockade (ICB) has demonstrated favourable efficacy in the treatment of GCPM. Stratification of best responders and elucidation of resistance mechanisms of ICB therapies are highly important and remain major clinical challenges. DESIGN We performed a phase II trial involving patients with GCPM treated with ICB (sintilimab) combined with chemotherapy. The samples of primary tumours, GCPMs and peripheral blood from patients were collected for single-cell sequencing to comprehensively interpret the tumour microenvironment of GCPM and its impacts on immunotherapy efficacy. RESULTS The GCPM ecosystem coordinates a unique immunosuppressive pattern distinct from that of primary GC, which is dominated by a stroma-myeloid niche composed of SPP1+tumour-associated macrophages (TAMs) and Thrombospondin 2 (THBS2)+matrix cancer-associated fibroblasts (mCAFs). Consequently, this stroma-myeloid crosstalk is the major mediator of ICB resistance in patients with GCPM. Mechanistically, the accumulated THBS2+mCAFs facilitate the recruitment of peritoneum-specific tissue-resident macrophages and their transformation into SPP1+TAMs via the complement C3 and its receptor C3a receptor 1 (C3AR1), thereby forming a protumoral stroma-myeloid niche. Blocking the C3-C3AR1 axis disrupts the stroma-myeloid crosstalk and thereby significantly improves the benefits of ICB in in vivo models. CONCLUSION Our findings provide a new molecular portrait of cell compositions associated with ICB resistance in patients with GCPM and aid in the prioritisation of therapeutic candidates to potentiate immunotherapy.
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Affiliation(s)
- Yuanfang Li
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Yongqiang Zheng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Jiaqian Huang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Run-Cong Nie
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Qi-Nian Wu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Zhijun Zuo
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Shuqiang Yuan
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Kai Yu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Cheng-Cai Liang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Yi-Qian Pan
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Bai-Wei Zhao
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Yuhong Xu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Qihua Zhang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Yashang Zheng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Junquan Chen
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Zhao-Lei Zeng
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Wei Wei
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Ze-Xian Liu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
| | - Rui-Hua Xu
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
- Research Unit of Precision Diagnosis and Treatment for Gastrointestinal Cancer, Chinese Academy of Medical Sciences, Guangzhou, Guangdong, China
| | - Hui-Yan Luo
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China
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24
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Xu H, Fu X, Wang S, Ge Y, Zhang L, Li J, Zhang F, Yang Y, He Y, Sun Y, Gao A. Immunoglobulin-like transcript 5 polarizes M2-like tumor-associated macrophages for immunosuppression in non-small cell lung cancer. Int J Cancer 2025. [PMID: 39910654 DOI: 10.1002/ijc.35360] [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: 02/20/2024] [Revised: 11/28/2024] [Accepted: 12/04/2024] [Indexed: 02/07/2025]
Abstract
Immune checkpoint inhibitors (ICIs) have shifted the treatment paradigm of non-small cell lung cancer (NSCLC) over the last decade. Despite notable therapeutic advancements in responders, the response rate remains limited owing to the immunosuppressive tumor microenvironment (TME). Therefore, to improve the efficacy of ICIs, it is essential to explore alternative targets or signals that mediate immunosuppression. Immunoglobulin-like transcript (ILT) 5 is a negative regulator of immune activation in myeloid cells. However, the expression and function of ILT5 in NSCLC remain unknown. Here, we found that ILT5 was highly expressed in tumor-associated macrophages (TAMs) of NSCLC tissues and predicted poor patient survival. Functionally, ILT5 induces the M2-like polarization of TAMs, which subsequently decreases the density of T cells, and increases FOXP3+T cell accumulation, leading to an immunosuppressive TME. The combination of ILT5 expression with M2-like TAM density is a more reliable biomarker of patient survival than ILT5 expression alone. ILT5 knockout mitigates the reprogramming of TAM and T cell subsets toward immunosuppressive phenotypes and inhibits tumor growth in vivo. These findings highlight that ILT5 is a potential immunotherapeutic target and a promising prognostic biomarker for NSCLC.
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Affiliation(s)
- Huijun Xu
- Jinan Central Hospital, Shandong University, Jinan, Shandong, China
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Xuebing Fu
- Department of Thoracic Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Shuyun Wang
- Phase I Clinical Research Center, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Yihui Ge
- Phase I Clinical Research Center, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Lu Zhang
- Department of Oncology, The Fourth People's Hospital of Zibo, Zibo, Shandong, China
| | - Juan Li
- Phase I Clinical Research Center, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Fang Zhang
- Department of Oncology, Central Hospital affiliated to Shandong First Medical University, Jinan, Shandong, China
| | - Yang Yang
- Department of Ultrasound, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Yifu He
- Department of Oncology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Yuping Sun
- Phase I Clinical Research Center, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Aiqin Gao
- Department of Thoracic Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
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25
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Xu Z, Kuhlmann-Hogan A, Xu S, Tseng H, Chen D, Tan S, Sun M, Tripple V, Bosenberg M, Miller-Jensen K, Kaech SM. Scavenger Receptor CD36 in Tumor-Associated Macrophages Promotes Cancer Progression by Dampening Type-I IFN Signaling. Cancer Res 2025; 85:462-476. [PMID: 39546763 PMCID: PMC11788022 DOI: 10.1158/0008-5472.can-23-4027] [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: 12/19/2023] [Revised: 06/25/2024] [Accepted: 11/07/2024] [Indexed: 11/17/2024]
Abstract
Tumor-associated macrophages (TAM) are a heterogeneous population of myeloid cells that dictate the inflammatory tone of the tumor microenvironment. In this study, we unveiled a mechanism by which scavenger receptor cluster of differentiation 36 (CD36) suppresses TAM inflammatory states. CD36 was upregulated in TAMs and associated with immunosuppressive features, and myeloid-specific deletion of CD36 significantly reduced tumor growth. Moreover, CD36-deficient TAMs acquired inflammatory signatures including elevated type-I IFN (IFNI) production, mirroring the inverse correlation between CD36 and IFNI response observed in patients with cancer. IFNI, especially IFNβ, produced by CD36-deficient TAMs directly induced tumor cell quiescence and delayed tumor growth. Mechanistically, CD36 acted as a natural suppressor of IFNI signaling in macrophages through p38 activation downstream of oxidized lipid signaling. These findings establish CD36 as a critical regulator of TAM function and the tumor inflammatory microenvironment, providing additional rationale for pharmacologic inhibition of CD36 to rejuvenate antitumor immunity. Significance: CD36 in tumor-associated macrophages mediates immunosuppression and can be targeted as a therapeutic avenue for stimulating interferon production and increasing the efficacy of immunotherapy.
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Affiliation(s)
- Ziyan Xu
- NOMIS Center for Immunobiology and Microbial Pathogenesis, Salk Institute for Biological Studies, La Jolla, California
- School of Biological Sciences, University of California San Diego, La Jolla, California
| | - Alexandra Kuhlmann-Hogan
- NOMIS Center for Immunobiology and Microbial Pathogenesis, Salk Institute for Biological Studies, La Jolla, California
| | - Shihao Xu
- NOMIS Center for Immunobiology and Microbial Pathogenesis, Salk Institute for Biological Studies, La Jolla, California
| | - Hubert Tseng
- NOMIS Center for Immunobiology and Microbial Pathogenesis, Salk Institute for Biological Studies, La Jolla, California
| | - Dan Chen
- NOMIS Center for Immunobiology and Microbial Pathogenesis, Salk Institute for Biological Studies, La Jolla, California
| | - Shirong Tan
- NOMIS Center for Immunobiology and Microbial Pathogenesis, Salk Institute for Biological Studies, La Jolla, California
| | - Ming Sun
- NOMIS Center for Immunobiology and Microbial Pathogenesis, Salk Institute for Biological Studies, La Jolla, California
| | - Victoria Tripple
- NOMIS Center for Immunobiology and Microbial Pathogenesis, Salk Institute for Biological Studies, La Jolla, California
| | - Marcus Bosenberg
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Department of Dermatology, Yale School of Medicine, New Haven, Connecticut
- Yale Center for Precision Cancer Modeling, Yale School of Medicine, New Haven, Connecticut
- Department of Immunobiology, Yale School of Medicine, New Haven, Connecticut
| | - Kathryn Miller-Jensen
- Department of Biomedical Engineering, Yale University, New Haven, Connecticut
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, Connecticut
| | - Susan M. Kaech
- NOMIS Center for Immunobiology and Microbial Pathogenesis, Salk Institute for Biological Studies, La Jolla, California
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Wang S, Chen H, Dai B, Zheng K, Zheng J, Zhu Y, Yuan Y, Ding T, Wang Q, Xie L, Feng R, Zhu F, Xiang J, Ding W, Ding H, Li Y, Gu X, Wu K, Yuan Y, Song J, Zhuang D, Zhong H, Wu H, Mao Y, Chen T. Comparison of differences in transcriptional and genetic profiles between intra-central nervous system and extra-central nervous system large B-cell lymphoma. Neoplasia 2025; 60:101119. [PMID: 39733690 PMCID: PMC11743917 DOI: 10.1016/j.neo.2024.101119] [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: 06/11/2024] [Accepted: 12/19/2024] [Indexed: 12/31/2024]
Abstract
Primary central nervous system diffused large B-cell lymphoma (PCNS-DLBCL) is a rare type of non-Hodgkin lymphoma restricted to the central nervous system (CNS). To explore its specific pathogenesis and therapeutic targets, we performed multi-omics sequencing on tumor samples from patients diagnosed with PCNS-DLBCL, secondary CNS-DLBCL or extracranial (ec) DLBCL.By single-cell RNA sequencing, highly proliferated and dark zone (DZ)-related B cell subclusters, MKI67_B1, PTTG1_B2 and BTG1_B3, were predominant significantly in PCNS-DLBCL. Compared to SCNS-DLBCL and ecDLBCL, an immune-suppressive tumor microenvironment was observed in PCNS-DLBCL by analysis of immune-stimulating/inhibitory ligand‒receptor (L-R) pairs. By performing whole-exome sequencing in 93 patients, mutations enriched in BCR-NFkB and TLR pathways and the cooperation of these two pathways were found to be predominant in PCNS-DLBCL comparing to nonGCB-ecDLBCL. In summary, our study provides comprehensive insights into the transcriptomic and genetic characteristics of PCNS-DLBCL in contrast to ecDLBCL and will help dissect the oncogenic mechanism of this disease.
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Affiliation(s)
- Shu Wang
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Hong Chen
- Department of Pathology, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Bo Dai
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Kang Zheng
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Jiajun Zheng
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Yuqi Zhu
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Yan Yuan
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Tianling Ding
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Qian Wang
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Liqian Xie
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Rui Feng
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, PR China; National Center for Neurological Disorders, Huashan Hospital, Fudan University, Shanghai 200040, PR China; Neurosurgical Institute of Fudan University, Huashan Hospital, Shanghai 200040, PR China
| | - Fengping Zhu
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Jianbin Xiang
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Weiqun Ding
- Department of Gastroenterology, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Hong Ding
- Department of Ultrasound, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Yuan Li
- Department of Radiology, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Xiaodong Gu
- Department of Gastrointestinal Surgery, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Kunpeng Wu
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Yifan Yuan
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, PR China; National Center for Neurological Disorders, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Jianping Song
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, PR China; National Center for Neurological Disorders, Huashan Hospital, Fudan University, Shanghai 200040, PR China; Neurosurgical Institute of Fudan University, Huashan Hospital, Shanghai 200040, PR China; Shanghai Clinical Medical Center of Neurosurgery, Shanghai 200040, PR China; Shanghai Key Laboratory of Brain Function Restoration and Neural Regeneration, Shanghai 200040, PR China
| | - Dongxiao Zhuang
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Haoshu Zhong
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai 200040, PR China
| | - Hanfeng Wu
- Department of Neurosurgery, Shanghai Gamma Hospital, Shanghai 200235, PR China.
| | - Ying Mao
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai 200040, PR China.
| | - Tong Chen
- Department of Hematology, Huashan Hospital, Fudan University, Shanghai 200040, PR China.
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27
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Ascic E, Pereira CF. Transcription factor-mediated reprogramming to antigen-presenting cells. Curr Opin Genet Dev 2025; 90:102300. [PMID: 39721321 DOI: 10.1016/j.gde.2024.102300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2024] [Revised: 11/29/2024] [Accepted: 12/05/2024] [Indexed: 12/28/2024]
Abstract
Antigen-presenting cells (APCs) are a heterogenous group of immune cells composed by dendritic cells (DCs) and macrophages (Mϕ), which are critical for orchestrating immunity against cancer or infections. Several strategies have been explored to generate APC subsets, including enrichment from peripheral blood and differentiation from pluripotent or multipotent cells. During development, the generation of APC subsets is instructed by transcription factors (TFs). Direct cell reprogramming, also known as transdifferentiation, offers an approach to harness combinations of TFs to generate APCs from unrelated somatic cells, including cancer cells. In this review, we summarize the transcriptional specification of DC subsets, highlight transcriptional networks for their generation, and discuss future applications of DC reprogramming in cancer immunotherapy.
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Affiliation(s)
- Ervin Ascic
- Molecular Medicine and Gene Therapy, Lund Stem Cell Centre, Lund University, BMC A12, 221 84 Lund, Sweden; Wallenberg Center for Molecular Medicine at Lund University, BMC A12, 221 84 Lund, Sweden.
| | - Carlos-Filipe Pereira
- Molecular Medicine and Gene Therapy, Lund Stem Cell Centre, Lund University, BMC A12, 221 84 Lund, Sweden; Wallenberg Center for Molecular Medicine at Lund University, BMC A12, 221 84 Lund, Sweden; Asgard Therapeutics AB, Medicon Village, 223 81 Lund, Sweden; CNC - Centre for Neuroscience and Cell Biology, University of Coimbra, Largo Marquês do Pombal, 3004-517 Coimbra, Portugal.
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28
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Qiu X, Tarantino P, Li R, Grinshpun A, Gupta H, Hughes ME, Kirkner G, Scholl L, Johnson BE, Meyerson M, Cherniack AD, Jiang Y, Zhou N, Lin NU, Long HW, Tolaney SM, Jeselsohn R. Molecular characterization of HER2-negative breast cancers reveals a distinct patient subgroup with 17q12 deletion and heterozygous loss of ERBB2. ESMO Open 2025; 10:104111. [PMID: 39826477 PMCID: PMC11786081 DOI: 10.1016/j.esmoop.2024.104111] [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: 07/26/2024] [Revised: 12/10/2024] [Accepted: 12/10/2024] [Indexed: 01/22/2025] Open
Abstract
BACKGROUND The approval of trastuzumab deruxtecan has prompted the subgrouping of human epidermal growth factor receptor 2-negative (HER2-) breast cancers (BCs) to HER2 0 and HER2 low on the basis of immunohistochemistry, although the biological significance of these subgroups remains uncertain. This study is aimed to better understand the molecular and genetic differences among HER2- tumors stratified by quantitative levels of HER2. PATIENTS AND METHODS We analyzed the transcriptomic and genomic data from the Molecular Taxonomy of BC International Consortium (discovery cohort) and The Cancer Genome Atlas (independent validation cohort). HER2- BCs, including hormone receptor positive and triple negative, were divided into three subgroups based on ERBB2 messenger RNA (mRNA) levels: minimal, moderate and enhanced. RESULTS We observed significant differences in mutational and transcriptional profiles across the subgroups. Tumors with enhanced ERBB2 mRNA expression had a higher prevalence of PIK3CA mutations and increased estrogen receptor signaling, while tumors with minimal ERBB2 mRNA expression displayed higher expression of proliferation and immune-related genes. We identified a distinct subgroup of BCs characterized by a large deletion of chromosome 17q12 (17q12del) with heterozygous loss of ERBB2, very low ERBB2 mRNA and HER2 protein expression. This subgroup was also enriched for heterozygous losses of TP53 and other tumor suppressor genes. Analysis of two large real-world cohorts of patients with HER2- metastatic BC (Dana-Farber Cancer Institute cohort n = 1063 and Memorial Sloan Kettering MetTropism cohort n = 1018) showed that patients with 17q12del and heterozygous loss of ERBB2 had poorer overall survival (OS). CONCLUSIONS We identified a biologically and clinically distinct subgroup of BCs characterized by a 17q12del with a heterozygous loss of ERBB2 and low ERBB2 mRNA and HER2 protein expression. In two large real-world cohorts of patients with HER2- metastatic BC, this subgroup was associated with poor OS, highlighting its clinical significance.
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Affiliation(s)
- X Qiu
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, USA; Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA
| | - P Tarantino
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA; Susan F. Smith Center for Women's Cancers, Dana-Farber Cancer Institute, Boston, USA; Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy
| | - R Li
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, USA; Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA
| | - A Grinshpun
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA; Susan F. Smith Center for Women's Cancers, Dana-Farber Cancer Institute, Boston, USA
| | - H Gupta
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA; Broad Institute of Harvard and MIT, Cambridge, USA
| | - M E Hughes
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA; Susan F. Smith Center for Women's Cancers, Dana-Farber Cancer Institute, Boston, USA
| | - G Kirkner
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA; Susan F. Smith Center for Women's Cancers, Dana-Farber Cancer Institute, Boston, USA
| | - L Scholl
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA
| | - B E Johnson
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA
| | - M Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA; Broad Institute of Harvard and MIT, Cambridge, USA
| | - A D Cherniack
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA; Broad Institute of Harvard and MIT, Cambridge, USA
| | - Y Jiang
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, USA; Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA
| | - N Zhou
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, USA; Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA
| | - N U Lin
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA; Susan F. Smith Center for Women's Cancers, Dana-Farber Cancer Institute, Boston, USA
| | - H W Long
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, USA; Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA
| | - S M Tolaney
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA; Susan F. Smith Center for Women's Cancers, Dana-Farber Cancer Institute, Boston, USA
| | - R Jeselsohn
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, Boston, USA; Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA; Susan F. Smith Center for Women's Cancers, Dana-Farber Cancer Institute, Boston, USA.
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29
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Wang Q, Chen J, Wang Y, Li X, Ping X, Shen J, Yang S, Shen L. The profiles of immunosuppressive microenvironment in the Lauren intestinal-type gastric adenocarcinoma. Cancer Immunol Immunother 2025; 74:82. [PMID: 39891785 PMCID: PMC11787096 DOI: 10.1007/s00262-024-03938-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Accepted: 12/30/2024] [Indexed: 02/03/2025]
Abstract
BACKGROUND Gastric adenocarcinoma (GAC), particularly the Lauren intestinal-type GAC (IGAC), leads to significant mortality in China due to the limited effectiveness of current treatments. This study aims to investigate the mechanisms of immune suppression in IGAC to identify potential targets for enhancing immunotherapy outcomes. METHODS Performing an extensive collection and re-analysis of single-cell RNA sequencing (scRNA-seq) of tumor tissues and the corresponding noncancerous mucosae from 15 Chinese patients diagnosed with IGAC, we identified cell subpopulations involved in immune suppression within the tumor microenvironment (TME). We further validated our findings using spatially resolved transcriptomics (SRT), immunofluorescence (IF), and flow cytometry (FCM) on tissues from IGAC patients. RESULTS We demonstrated that the TME of IGAC harbors CD8+ exhausted T cells (Texs) and various subtypes that mediate immunity. We identified specific subpopulations of Texs (HAVCR2+VCAM1+) and regulatory T cells (Tregs) (LAYN+TNFRSF4+) contributing to immune suppression. Furthermore, TNFRSF12A+ cancer-associated fibroblasts (CAFs), CTSB+ macrophages, and SOD2+ monocytes were found to be involved in maintaining the immunosuppressive milieu. SRT and IF assays confirmed the presence and colocalization of these cell types within the tumor tissues, highlighting their functional interactions. FCM assays indicated that the prevalence of HAVCR2+VCAM1+ Texs and LAYN+TNFRSF4+ Tregs in tumor tissues was positively associated with IGAC progression. CONCLUSIONS Detailed profiles of immunosuppressive cell subpopulations in IGAC provide valuable insights into the complexity and heterogeneity of immunosuppression. These findings underscore the necessity for targeted strategies that disrupt specific immunosuppressive pathways, potentially enhancing the efficacy of immunotherapeutic interventions in IGAC.
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Affiliation(s)
- Qingyuan Wang
- Departemtn of General Surgery, the First Affiliated Hospital, Nanjing Medical University, Nanjing, 210029, Jiangsu, China
| | - Jia Chen
- Departemtn of General Surgery, the First Affiliated Hospital, Nanjing Medical University, Nanjing, 210029, Jiangsu, China
- Department of General Surgery, Northern Jiangsu People's Hospital, Yangzhou, 225001, Jiangsu, China
| | - Yaohui Wang
- Department of Pathology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, Jiangsu, China
| | - Xiang Li
- Department of Surgical Oncology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, Jiangsu, China
| | - Xiaochun Ping
- Departemtn of General Surgery, the First Affiliated Hospital, Nanjing Medical University, Nanjing, 210029, Jiangsu, China
| | - Jiajia Shen
- Departemtn of General Surgery, the First Affiliated Hospital, Nanjing Medical University, Nanjing, 210029, Jiangsu, China.
| | - Sheng Yang
- Department of Biostatistics, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, 211166, Jiangsu, China.
| | - Lizong Shen
- Departemtn of General Surgery, the First Affiliated Hospital, Nanjing Medical University, Nanjing, 210029, Jiangsu, China.
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30
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To A, Yu Z, Sugimura R. Recent advancement in the spatial immuno-oncology. Semin Cell Dev Biol 2025; 166:22-28. [PMID: 39705969 DOI: 10.1016/j.semcdb.2024.12.003] [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: 06/21/2024] [Accepted: 12/11/2024] [Indexed: 12/23/2024]
Abstract
Recent advancements in spatial transcriptomics and spatial proteomics enabled the high-throughput profiling of single or multi-cell types and cell states with spatial information. They transformed our understanding of the higher-order architectures and paired cell-cell interactions within a tumor microenvironment (TME). Within less than a decade, this rapidly emerging field has discovered much crucial fundamental knowledge and significantly improved clinical diagnosis in the field of immuno-oncology. This review summarizes the conceptual frameworks to understand spatial omics data and highlights the updated knowledge of spatial immuno-oncology.
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Affiliation(s)
- Alex To
- School of Biomedical Sciences, University of Hong Kong, Hong Kong
| | - Zou Yu
- School of Biomedical Sciences, University of Hong Kong, Hong Kong
| | - Ryohichi Sugimura
- School of Biomedical Sciences, University of Hong Kong, Hong Kong; Centre for Translational Stem Cell Biology, Hong Kong.
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31
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Guo W, Zhou B, Dou L, Guo L, Li Y, Qin J, Wang Z, Huai Q, Xue X, Li Y, Ying J, Xue Q, Gao S, He J. Single-cell RNA sequencing and spatial transcriptomics of esophageal squamous cell carcinoma with lymph node metastases. Exp Mol Med 2025; 57:59-71. [PMID: 39741182 PMCID: PMC11799171 DOI: 10.1038/s12276-024-01369-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Revised: 09/25/2024] [Accepted: 09/26/2024] [Indexed: 01/02/2025] Open
Abstract
Esophageal squamous cell carcinoma (ESCC) patients often face a grim prognosis due to lymph node metastasis. However, a comprehensive understanding of the cellular and molecular characteristics of metastatic lymph nodes in ESCC remains elusive. In this study involving 12 metastatic ESCC patients, we employed single-cell sequencing, spatial transcriptomics (ST), and multiplex immunohistochemistry (mIHC) to explore the spatial and molecular attributes of primary tumor samples, adjacent tissues, metastatic and non-metastatic lymph nodes. The analysis of 161,333 cells revealed specific subclusters of epithelial cells that were significantly enriched in metastatic lymph nodes, suggesting pro-metastatic characteristics. Furthermore, stromal cells in the tumor microenvironment, including MMP3+IL24+ fibroblasts, APLN+ endothelial cells, and CXCL12+ pericytes, were implicated in ESCC metastasis through angiogenesis, collagen production, and inflammatory responses. Exhausted CD8+ T cells in a cycling status were notably prevalent in metastatic lymph nodes, indicating their potential role in facilitating metastasis. We identified distinct cell-cell communication networks and specific ligand-receptor pathways. Our findings were validated through a spatial transcriptome map and mIHC. This study enhances our comprehension of the cellular and molecular aspects of metastatic lymph nodes in ESCC patients, offering potential insights into novel therapeutic strategies for these individuals.
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Affiliation(s)
- Wei Guo
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Minimally Invasive Therapy Research for Lung Cancer, Chinese Academy of Medical Sciences, Beijing, China
| | - Bolun Zhou
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Lizhou Dou
- Department of Endoscopy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Lei Guo
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yong Li
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jianjun Qin
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhen Wang
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Qilin Huai
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xuemin Xue
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yin Li
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jianming Ying
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Qi Xue
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- Key Laboratory of Minimally Invasive Therapy Research for Lung Cancer, Chinese Academy of Medical Sciences, Beijing, China
| | - Shugeng Gao
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
- Key Laboratory of Minimally Invasive Therapy Research for Lung Cancer, Chinese Academy of Medical Sciences, Beijing, China.
| | - Jie He
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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32
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Li J, Jiang Y, Ma M, Wang L, Jing M, Yang Z, Zhang M, Chen K, Fan J. Epithelial cell diversity and immune remodeling in bladder cancer progression: insights from single-cell transcriptomics. J Transl Med 2025; 23:135. [PMID: 39885578 PMCID: PMC11783851 DOI: 10.1186/s12967-025-06138-6] [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: 10/28/2024] [Accepted: 01/14/2025] [Indexed: 02/01/2025] Open
Abstract
BACKGROUND The progression of bladder cancer (BC) from non-muscle-invasive bladder cancer (NMIBC) to muscle-invasive bladder cancer (MIBC) significantly increases disease severity. Although the tumor microenvironment (TME) plays a pivotal role in this process, the heterogeneity of tumor cells and TME components remains underexplored. METHODS We characterized the transcriptomes of single cells from 11 BC samples, including 4 NMIBC, 4 MIBC, and 3 adjacent normal tissues. Bulk RNA-seq data were used to validate the clinical features of characteristic cells, and protein levels of these cells were further confirmed through immunohistochemistry (IHC) and multiplex immunofluorescence. RESULTS Bladder cancer progression was associated with distinct transcriptomic features in the TME. Tumor cells in MIBC displayed enhanced glycolytic activity and downregulation of chemokines and MHC-II molecules, reducing immune cell recruitment and facilitating immune evasion. This highlights glycolysis as a potential therapeutic target for disrupting tumor progression. We identified a T cell exhaustion pathway from naive CD8 + T cells (CD8 + TCF7) to terminally exhausted CD8 + STMN1 cells, with progressively declining immune surveillance. Targeting intermediate exhaustion states may restore T cell function and improve anti-tumor immunity. Macrophages polarized toward a pro-tumorigenic phenotype, while VEGFA + mast cells promoted angiogenesis in early-stage BC, suggesting their role as potential targets for therapeutic intervention in NMIBC. Furthermore, conventional dendritic cells (DCs) transformed into LAMP3 + DCs, contributing to an immunosuppressive microenvironment and enabling immune evasion. CONCLUSION This study reveals dynamic changes in the TME during BC progression, including enhanced glycolysis, T cell exhaustion, and immune cell remodeling, which contribute to immune evasion and tumor progression. These findings identify critical pathways and cell populations as potential therapeutic targets, offering new strategies to improve treatment outcomes in BC patients.
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Affiliation(s)
- Jianpeng Li
- Department of Urology, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Yunzhong Jiang
- Department of Urology, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Minghai Ma
- Department of Urology, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Lu Wang
- Department of Urology, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Minxuan Jing
- Department of Urology, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Zezhong Yang
- Department of Urology, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Mengzhao Zhang
- Department of Vascular Surgery, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China
| | - Ke Chen
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei Province, China.
| | - Jinhai Fan
- Department of Urology, First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi Province, China.
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Zhang Y, Chen H, Mo H, Zhao N, Sun X, Liu B, Gao R, Xu B, Zhang Z, Liu Z, Ma F. Distinct cellular mechanisms underlie chemotherapies and PD-L1 blockade combinations in triple-negative breast cancer. Cancer Cell 2025:S1535-6108(25)00025-X. [PMID: 39919737 DOI: 10.1016/j.ccell.2025.01.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2024] [Revised: 11/05/2024] [Accepted: 01/13/2025] [Indexed: 02/09/2025]
Abstract
Combining immune checkpoint blockade (ICB) with chemotherapy shows promise for treating triple-negative breast cancer (TNBC), though the mechanisms remain incompletely understood. Here, we integrate published and new single-cell RNA sequencing (scRNA-seq) data to investigate the tumor immune microenvironment (TIME) in TNBC patients treated with paclitaxel (PTX), nab-paclitaxel (Nab-PTX), and their combinations with the anti-PD-L1 antibody atezolizumab (ATZ). Compared to ATZ plus PTX, ATZ plus Nab-PTX rewires TCF7+ stem-like effector memory CD8+ T cells (Tsem) and CD4+ T follicular helper (Tfh) cells. Nab-paclitaxel, unlike PTX, also reshapes the myeloid compartment, expanding mast cells and pro-inflammatory macrophages. Our analyses in human TNBC and murine models underscore the crucial role of mast cells in orchestrating anti-tumor immune responses, likely by promoting the recruitment and activation of T and B cells. In vivo experiments demonstrate that activating mast cells alongside PD-L1 blockade attenuates TNBC progression, suggesting mast cells as a promising adjunct for enhancing ICB therapy efficacy.
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Affiliation(s)
- Yuanyuan Zhang
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China; BIOPIC, Beijing Advanced Innovation Center for Genomics, School of Life Sciences, Peking University, Beijing 100871, China.
| | - Hongyan Chen
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Hongnan Mo
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China; Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Ning Zhao
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Xiaoying Sun
- Department of Medical Oncology, Cancer Hospital of HuanXing, ChaoYang District, Beijing 100005, China
| | - Baolin Liu
- BIOPIC, Beijing Advanced Innovation Center for Genomics, School of Life Sciences, Peking University, Beijing 100871, China
| | - Ranran Gao
- BIOPIC, Beijing Advanced Innovation Center for Genomics, School of Life Sciences, Peking University, Beijing 100871, China
| | - Binghe Xu
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China; Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China.
| | - Zemin Zhang
- BIOPIC, Beijing Advanced Innovation Center for Genomics, School of Life Sciences, Peking University, Beijing 100871, China.
| | - Zhihua Liu
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China.
| | - Fei Ma
- State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China; Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China.
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Gangadaran P, Onkar A, Rajendran RL, Goenka A, Oh JM, Khan F, Nagarajan AK, Muthu S, Krishnan A, Hong CM, Ahn BC. Noninvasive in vivo imaging of macrophages: understanding tumor microenvironments and delivery of therapeutics. Biomark Res 2025; 13:20. [PMID: 39865337 PMCID: PMC11770947 DOI: 10.1186/s40364-025-00735-9] [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: 10/22/2024] [Accepted: 01/21/2025] [Indexed: 01/28/2025] Open
Abstract
Macrophages are pivotal in the body's defense and response to inflammation. They are present in significant numbers and are widely implicated in various diseases, including cancer. While molecular and histological techniques have advanced our understanding of macrophage biology, their precise function within the cancerous microenvironments remains underexplored. Enhancing our knowledge of macrophages and the dynamics of their extracellular vesicles (EVs) in cancer development can potentially improve therapeutic management. Notably, macrophages have also been harnessed to deliver drugs. Noninvasive in vivo molecular imaging of macrophages is crucial for investigating intricate cellular processes, comprehending the underlying mechanisms of diseases, tracking cells and EVs' migration, and devising macrophage-dependent drug-delivery systems in living organisms. Thus, in vivo imaging of macrophages has become an indispensable tool in biomedical research. The integration of multimodal imaging approaches and the continued development of novel contrast agents hold promise for overcoming current limitations and expanding the applications of macrophage imaging. This study comprehensively reviews several methods for labeling macrophages and various imaging modalities, assessing the merits and drawbacks of each approach. The review concludes by offering insights into the applicability of molecular imaging techniques for real time monitoring of macrophages in preclinical and clinical scenarios.
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Affiliation(s)
- Prakash Gangadaran
- BK21 FOUR KNU Convergence Educational Program of Biomedical Sciences for Creative Future Talents, Department of Biomedical Sciences, School of Medicine, Kyungpook National University, Daegu, 41944, Korea
- Department of Nuclear Medicine, School of Medicine, Kyungpook National University, Daegu, 41944, Korea
- Cardiovascular Research Institute, Kyungpook National University, Daegu, 41944, Republic of Korea
| | - Akanksha Onkar
- Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA, 94143, USA
| | - Ramya Lakshmi Rajendran
- BK21 FOUR KNU Convergence Educational Program of Biomedical Sciences for Creative Future Talents, Department of Biomedical Sciences, School of Medicine, Kyungpook National University, Daegu, 41944, Korea
- Department of Nuclear Medicine, School of Medicine, Kyungpook National University, Daegu, 41944, Korea
- Cardiovascular Research Institute, Kyungpook National University, Daegu, 41944, Republic of Korea
| | - Anshika Goenka
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, 30322, USA
| | - Ji Min Oh
- Department of Nuclear Medicine, School of Medicine, Kyungpook National University, Daegu, 41944, Korea
- Cardiovascular Research Institute, Kyungpook National University, Daegu, 41944, Republic of Korea
| | - Fatima Khan
- Department of Cancer Biology, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, 44195, USA
| | - ArulJothi Kandasamy Nagarajan
- Department of Genetic Engineering, SRM Institute of Science and Technology, Kattankulathur, Chengalpattu, 603203, Tamilnadu, India
| | - Sathish Muthu
- Department of Orthopaedics, Government Medical College, Tamil Nadu, 639004, Karur, India
- Department of Biotechnology, Faculty of Engineering, Karpagam Academy of Higher Education, Tamil Nadu, 641021, Coimbatore, India
| | - Anand Krishnan
- Precision Medicine and Integrated Nano-Diagnostics (P-MIND) Research Group, Office of the Dean, Faculty of Health Sciences, University of the Free State, Bloemfontein, 9300, South Africa
| | - Chae Moon Hong
- Department of Nuclear Medicine, School of Medicine, Kyungpook National University, Daegu, 41944, Korea.
- Cardiovascular Research Institute, Kyungpook National University, Daegu, 41944, Republic of Korea.
- Department of Nuclear Medicine, School of Medicine, Kyungpook National University, Kyungpook National University Hospital, Daegu, 41944, Korea.
| | - Byeong-Cheol Ahn
- BK21 FOUR KNU Convergence Educational Program of Biomedical Sciences for Creative Future Talents, Department of Biomedical Sciences, School of Medicine, Kyungpook National University, Daegu, 41944, Korea.
- Department of Nuclear Medicine, School of Medicine, Kyungpook National University, Daegu, 41944, Korea.
- Cardiovascular Research Institute, Kyungpook National University, Daegu, 41944, Republic of Korea.
- Department of Nuclear Medicine, School of Medicine, Kyungpook National University, Kyungpook National University Hospital, Daegu, 41944, Korea.
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Huang SW, Lai YG, Liao HT, Chang CL, Ma RY, Chen YH, Liou YH, Wu ZQ, Wu YC, Liu KJ, Huang YT, Yang JL, Dai MS, Liao NS. Syngeneic natural killer cell therapy activates dendritic and T cells in metastatic lungs and effectively treats low-burden metastases. eLife 2025; 13:RP99010. [PMID: 39835538 PMCID: PMC11750138 DOI: 10.7554/elife.99010] [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] [Indexed: 01/22/2025] Open
Abstract
Natural killer (NK) cells can control metastasis through cytotoxicity and IFN-γ production independently of T cells in experimental metastasis mouse models. The inverse correlation between NK activity and metastasis incidence supports a critical role for NK cells in human metastatic surveillance. However, autologous NK cell therapy has shown limited benefit in treating patients with metastatic solid tumors. Using a spontaneous metastasis mouse model of MHC-I+ breast cancer, we found that transfer of IL-15/IL-12-conditioned syngeneic NK cells after primary tumor resection promoted long-term survival of mice with low metastatic burden and induced a tumor-specific protective T cell response that is essential for the therapeutic effect. Furthermore, NK cell transfer augments activation of conventional dendritic cells (cDCs), Foxp3-CD4+ T cells and stem cell-like CD8+ T cells in metastatic lungs, to which IFN-γ of the transferred NK cells contributes significantly. These results imply direct interactions between transferred NK cells and endogenous cDCs to enhance T cell activation. We conducted an investigator-initiated clinical trial of autologous NK cell therapy in six patients with advanced cancer and observed that the NK cell therapy was safe and showed signs of effectiveness. These findings indicate that autologous NK cell therapy is effective in treating established low burden metastases of MHC-I+ tumor cells by activating the cDC-T cell axis at metastatic sites.
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Affiliation(s)
- Shih-Wen Huang
- Institute of Molecular Biology, Academia SinicaTaipeiTaiwan
- Molecular and Cell Biology, Taiwan International Graduate Program, Academia Sinica and Graduate Institute of Life Science, National Defense Medical CenterTaipeiTaiwan
| | - Yein-Gei Lai
- Institute of Molecular Biology, Academia SinicaTaipeiTaiwan
| | - Hao-Ting Liao
- Institute of Molecular Biology, Academia SinicaTaipeiTaiwan
- Department of Life Sciences, National Central UniversityTaoyuanTaiwan
| | | | - Ruo-Yu Ma
- Institute of Molecular Biology, Academia SinicaTaipeiTaiwan
| | | | - Yae-Huei Liou
- Institute of Molecular Biology, Academia SinicaTaipeiTaiwan
| | - Zhen-Qi Wu
- Institute of Molecular Biology, Academia SinicaTaipeiTaiwan
| | - Yu-Chen Wu
- National Institute of Cancer Research, National Health Research InstitutesTainanTaiwan
| | - Ko-Jiunn Liu
- National Institute of Cancer Research, National Health Research InstitutesTainanTaiwan
| | - Yen-Tsung Huang
- Institute of Statistical Science, Academia SinicaTaipeiTaiwan
| | - Jen-Lung Yang
- Institute of Molecular Biology, Academia SinicaTaipeiTaiwan
| | - Ming-Shen Dai
- Department of Hematology-Oncology, Tri-Service General HospitalTaipeiTaiwan
| | - Nan-Shih Liao
- Institute of Molecular Biology, Academia SinicaTaipeiTaiwan
- Molecular and Cell Biology, Taiwan International Graduate Program, Academia Sinica and Graduate Institute of Life Science, National Defense Medical CenterTaipeiTaiwan
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Jumaniyazova E, Lokhonina A, Dzhalilova D, Miroshnichenko E, Kosyreva A, Fatkhudinov T. The Role of Macrophages in Various Types of Tumors and the Possibility of Their Use as Targets for Antitumor Therapy. Cancers (Basel) 2025; 17:342. [PMID: 39941714 PMCID: PMC11815841 DOI: 10.3390/cancers17030342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2024] [Revised: 01/07/2025] [Accepted: 01/16/2025] [Indexed: 02/16/2025] Open
Abstract
In solid tumors, tumor-associated macrophages (TAMs) are one of the most numerous populations and play an important role in the processes of tumor cell invasion, metastasis, and angiogenesis. Therefore, TAMs are considered promising diagnostic and prognostic biomarkers of tumors, and many attempts have been made to influence these cells as part of antitumor therapy. There are several key principles of action on ТАМs: the inhibition of monocyte/macrophage transition; the destruction of macrophages; the reprogramming of macrophage phenotypes (polarization of M2 macrophages to M1); the stimulation of phagocytic activity of macrophages and CAR-M therapy. Despite the large number of studies in this area, to date, there are no adequate approaches using antitumor therapy based on alterations in TAM functioning that would show high efficacy when administered in a mono-regimen for the treatment of malignant neoplasms. Studies devoted to the evaluation of the efficacy of drugs acting on TAMs are characterized by a small sample and the large heterogeneity of patient groups; in addition, in such studies, chemotherapy or immunotherapy is used, which significantly complicates the evaluation of the effectiveness of the agent acting on TAMs. In this review, we attempted to systematize the evidence on attempts to influence TAMs in malignancies such as lung cancer, breast cancer, colorectal cancer, cervical cancer, prostate cancer, gastric cancer, head and neck squamous cell cancer, and soft tissue sarcomas.
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Affiliation(s)
- Enar Jumaniyazova
- Research Institute of Molecular and Cellular Medicine, Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Street, 117198 Moscow, Russia
| | - Anastasiya Lokhonina
- Research Institute of Molecular and Cellular Medicine, Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Street, 117198 Moscow, Russia
- Avtsyn Research Institute of Human Morphology, FSBSI Petrovsky National Research Centre of Surgery, 3 Tsyurupy Street, 117418 Moscow, Russia
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov, Ministry of Healthcare of Russian Federation, 4 Oparina Street, 117997 Moscow, Russia
| | - Dzhuliia Dzhalilova
- Research Institute of Molecular and Cellular Medicine, Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Street, 117198 Moscow, Russia
- Avtsyn Research Institute of Human Morphology, FSBSI Petrovsky National Research Centre of Surgery, 3 Tsyurupy Street, 117418 Moscow, Russia
| | - Ekaterina Miroshnichenko
- Research Institute of Molecular and Cellular Medicine, Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Street, 117198 Moscow, Russia
- Avtsyn Research Institute of Human Morphology, FSBSI Petrovsky National Research Centre of Surgery, 3 Tsyurupy Street, 117418 Moscow, Russia
| | - Anna Kosyreva
- Research Institute of Molecular and Cellular Medicine, Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Street, 117198 Moscow, Russia
- Avtsyn Research Institute of Human Morphology, FSBSI Petrovsky National Research Centre of Surgery, 3 Tsyurupy Street, 117418 Moscow, Russia
| | - Timur Fatkhudinov
- Research Institute of Molecular and Cellular Medicine, Peoples’ Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Street, 117198 Moscow, Russia
- Avtsyn Research Institute of Human Morphology, FSBSI Petrovsky National Research Centre of Surgery, 3 Tsyurupy Street, 117418 Moscow, Russia
- National Medical Research Center for Obstetrics, Gynecology and Perinatology Named after Academician V.I. Kulakov, Ministry of Healthcare of Russian Federation, 4 Oparina Street, 117997 Moscow, Russia
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Galvani RGA, Rojas A, Matuck BF, Rupp BT, Kumar N, Huynh K, de Biagi CAO, Liu J, Sheth S, Krol JMM, Maracaja-Coutinho V, Byrd KM, Severino P. The Single-Cell Landscape of Peripheral and Tumor-infiltrating Immune Cells in HPV- HNSCC. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.14.632928. [PMID: 39868329 PMCID: PMC11760799 DOI: 10.1101/2025.01.14.632928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
Head and neck squamous cell carcinoma (HNSCC) is the sixth most common cancer worldwide. HPV-negative HNSCC, which arises in the upper airway mucosa, is particularly aggressive, with nearly half of patients succumbing to the disease within five years and limited response to immune checkpoint inhibitors compared to other cancers. There is a need to further explore the complex immune landscape in HPV-negative HNSCC to identify potential therapeutic targets. Here, we integrated two single-cell RNA sequencing datasets from 29 samples and nearly 300,000 immune cells to investigate immune cell dynamics across tumor progression and lymph node metastasis. Notable shifts toward adaptative immune cell populations were observed in the 14 distinct HNSCC-associated peripheral blood mononuclear (PBMCs) and 21 tumor-infiltrating immune cells (TICs) considering disease stages. All PBMCs and TICs revealed unique molecular signatures correlating with lymph node involvement; however, broadly, TICs increased ligand expression among effector cytokines, growth factors, and interferon-related genes. Pathway analysis comparing PBMCs and TICs further confirmed active cell signaling among Monocyte-Macrophage, Dendritic cell, Natural Killer (NK), and T cell populations. Receptor-ligand analysis revealed significant communication patterns shifts among TICs, between CD8+ T cells and NK cells, showing heightened immunosuppressive signaling that correlated with disease progression. In locally invasive HPV-negative HNSCC samples, highly multiplexed immunofluorescence assays highlighted peri-tumoral clustering of exhausted CD8+ T and NK cells, alongside their exclusion from intra-tumoral niches. These findings emphasize cytotoxic immune cells as valuable biomarkers and therapeutic targets, shedding light on the mechanisms by which the HNSCC sustainably evades immune responses.
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Affiliation(s)
- Rômulo Gonçalves Agostinho Galvani
- Albert Einstein Research and Education Institute, Hospital Israelita Albert Einstein, Brazil
- Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Brazil
| | | | - Bruno F. Matuck
- Department of Innovation & Technology Research, ADA Science & Research Institute, Gaithersburg, MD, USA
- Department of Oral and Craniofacial Molecular Biology, Philips Institute for Oral Health Research, Virginia Commonwealth University, Richmond, VA, USA
| | - Brittany T. Rupp
- Department of Innovation & Technology Research, ADA Science & Research Institute, Gaithersburg, MD, USA
- Department of Oral and Craniofacial Molecular Biology, Philips Institute for Oral Health Research, Virginia Commonwealth University, Richmond, VA, USA
| | - Nikhil Kumar
- Department of Innovation & Technology Research, ADA Science & Research Institute, Gaithersburg, MD, USA
| | - Khoa Huynh
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA
| | | | - Jinze Liu
- Department of Biostatistics, Virginia Commonwealth University, Richmond, VA, USA
| | - Siddharth Sheth
- Division of Medical Oncology, Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | | | | | - Kevin Matthew Byrd
- Department of Innovation & Technology Research, ADA Science & Research Institute, Gaithersburg, MD, USA
- Department of Oral and Craniofacial Molecular Biology, Philips Institute for Oral Health Research, Virginia Commonwealth University, Richmond, VA, USA
| | - Patricia Severino
- Albert Einstein Research and Education Institute, Hospital Israelita Albert Einstein, Brazil
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38
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Li J, Xiao C, Li C, He J. Tissue-resident immune cells: from defining characteristics to roles in diseases. Signal Transduct Target Ther 2025; 10:12. [PMID: 39820040 PMCID: PMC11755756 DOI: 10.1038/s41392-024-02050-5] [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: 06/04/2024] [Revised: 09/28/2024] [Accepted: 11/04/2024] [Indexed: 01/19/2025] Open
Abstract
Tissue-resident immune cells (TRICs) are a highly heterogeneous and plastic subpopulation of immune cells that reside in lymphoid or peripheral tissues without recirculation. These cells are endowed with notably distinct capabilities, setting them apart from their circulating leukocyte counterparts. Many studies demonstrate their complex roles in both health and disease, involving the regulation of homeostasis, protection, and destruction. The advancement of tissue-resolution technologies, such as single-cell sequencing and spatiotemporal omics, provides deeper insights into the cell morphology, characteristic markers, and dynamic transcriptional profiles of TRICs. Currently, the reported TRIC population includes tissue-resident T cells, tissue-resident memory B (BRM) cells, tissue-resident innate lymphocytes, tissue-resident macrophages, tissue-resident neutrophils (TRNs), and tissue-resident mast cells, but unignorably the existence of TRNs is controversial. Previous studies focus on one of them in specific tissues or diseases, however, the origins, developmental trajectories, and intercellular cross-talks of every TRIC type are not fully summarized. In addition, a systemic overview of TRICs in disease progression and the development of parallel therapeutic strategies is lacking. Here, we describe the development and function characteristics of all TRIC types and their major roles in health and diseases. We shed light on how to harness TRICs to offer new therapeutic targets and present burning questions in this field.
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Affiliation(s)
- Jia Li
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chu Xiao
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chunxiang Li
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Jie He
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
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39
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Shu F, Yu J, Liu Y, Wang F, Gou G, Wen M, Luo C, Lu X, Hu Y, Du Q, Xu J, Xie R. Mast cells: key players in digestive system tumors and their interactions with immune cells. Cell Death Discov 2025; 11:8. [PMID: 39814702 PMCID: PMC11735678 DOI: 10.1038/s41420-024-02258-y] [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: 10/09/2024] [Revised: 11/22/2024] [Accepted: 12/02/2024] [Indexed: 01/18/2025] Open
Abstract
Mast cells (MCs) are critical components of both innate and adaptive immune processes. They play a significant role in protecting human health and in the pathophysiology of various illnesses, including allergies, cardiovascular diseases and autoimmune diseases. Recent studies in tumor-related research have demonstrated that mast cells exert a substantial influence on tumor cell behavior and the tumor microenvironment, exhibiting both pro- and anti-tumor effects. Specifically, mast cells not only secrete mediators related to pro-tumor function such as trypsin-like enzymes, chymotrypsin, vascular endothelial cell growth factor and histamine, but also mediators related to anti-tumor progression such as cystatin C and IL-17F. This dual role of mast cells renders them an under-recognized but very promising target for tumor immunotherapy. Digestive system tumors, characterized by high morbidity and associated mortality rates globally, are increasingly recognized as a significant healthcare burden. This paper examines the influence of mast cell-derived mediators on the development of tumors in the digestive system. It also explores the prognostic significance of mast cells in patients with various gastrointestinal cancers at different stages of the disease. Additionally, the article investigates the interactions between mast cells and immune cells, as well as the potential relationships among intratumoral bacteria, immune cells, and mast cell within digestive system microenvironment. The aim is to propose new strategies for the immunotherapy of digestive system tumors by targeting mast cells.
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Affiliation(s)
- Feihong Shu
- Department of Endoscopy and Digestive System, Guizhou Provincial People's Hospital, Guiyang, China
- Zunyi Medical University, Zunyi, Guizhou, China
| | - Jie Yu
- Department of Endoscopy and Digestive System, Guizhou Provincial People's Hospital, Guiyang, China
- Zunyi Medical University, Zunyi, Guizhou, China
| | - Youjia Liu
- Zunyi Medical University, Zunyi, Guizhou, China
| | - Fang Wang
- Zunyi Medical University, Zunyi, Guizhou, China
| | - Guoyou Gou
- Zunyi Medical University, Zunyi, Guizhou, China
| | - Min Wen
- Zunyi Medical University, Zunyi, Guizhou, China
| | - Chen Luo
- Zunyi Medical University, Zunyi, Guizhou, China
| | - Xianmin Lu
- Zunyi Medical University, Zunyi, Guizhou, China
| | - Yanxia Hu
- Zunyi Medical University, Zunyi, Guizhou, China
| | - Qian Du
- Department of Endoscopy and Digestive System, Guizhou Provincial People's Hospital, Guiyang, China
| | - Jingyu Xu
- Guizhou Medical University, Guiyang, Guizhou, China
| | - Rui Xie
- Department of Endoscopy and Digestive System, Guizhou Provincial People's Hospital, Guiyang, China.
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40
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Pierini S, Gabbasov R, Oliveira-Nunes MC, Qureshi R, Worth A, Huang S, Nagar K, Griffin C, Lian L, Yashiro-Ohtani Y, Ross K, Sloas C, Ball M, Schott B, Sonawane P, Cornell L, Blumenthal D, Chhum S, Minutolo N, Ciccaglione K, Shaw L, Zentner I, Levitsky H, Shestova O, Gill S, Varghese B, Cushing D, Ceeraz DeLong S, Abramson S, Condamine T, Klichinsky M. Chimeric antigen receptor macrophages (CAR-M) sensitize HER2+ solid tumors to PD1 blockade in pre-clinical models. Nat Commun 2025; 16:706. [PMID: 39814734 PMCID: PMC11735936 DOI: 10.1038/s41467-024-55770-1] [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: 10/24/2024] [Accepted: 12/23/2024] [Indexed: 01/18/2025] Open
Abstract
We previously developed human CAR macrophages (CAR-M) and demonstrated redirection of macrophage anti-tumor function leading to tumor control in immunodeficient xenograft models. Here, we develop clinically relevant fully immunocompetent syngeneic models to evaluate the potential for CAR-M to remodel the tumor microenvironment (TME), induce T cell anti-tumor immunity, and sensitize solid tumors to PD1/PDL1 checkpoint inhibition. In vivo, anti-HER2 CAR-M significantly reduce tumor burden, prolong survival, remodel the TME, increase intratumoral T cell and natural killer (NK) cell infiltration, and induce antigen spreading. CAR-M therapy protects against antigen-negative relapses in a T cell dependent fashion, confirming long-term anti-tumor immunity. In HER2+ solid tumors with limited sensitivity to anti-PD1 (aPD1) monotherapy, the combination of CAR-M and aPD1 significantly improves tumor growth control, survival, and remodeling of the TME in pre-clinical models. These results demonstrate synergy between CAR-M and T cell checkpoint blockade and provide a strategy to potentially enhance response to aPD1 therapy for patients with non-responsive tumors.
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Affiliation(s)
| | | | | | | | | | - Shuo Huang
- Carisma Therapeutics Inc, Philadelphia, PA, USA
| | - Karan Nagar
- Carisma Therapeutics Inc, Philadelphia, PA, USA
| | | | - Lurong Lian
- Carisma Therapeutics Inc, Philadelphia, PA, USA
| | | | | | | | | | | | | | | | | | | | | | | | - Lauren Shaw
- Carisma Therapeutics Inc, Philadelphia, PA, USA
| | | | | | - Olga Shestova
- Center for Cellular Immunotherapies, Division of Hematology-Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Saar Gill
- Center for Cellular Immunotherapies, Division of Hematology-Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
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Safaee Talkhoncheh M, Sjölund J, Bolivar P, Kurzejamska E, Cordero E, Vallès Pagès T, Larsson S, Lehn S, Frimannsson G, Ingesson V, Braun S, Pantaleo J, Oudenaarden C, Lauss M, Pearsall RS, Jönsson G, Rolny C, Bocci M, Pietras K. An activin receptor-like kinase 1-governed monocytic lineage shapes an immunosuppressive landscape in breast cancer metastases. J Clin Invest 2025; 135:e183086. [PMID: 39808498 PMCID: PMC11870737 DOI: 10.1172/jci183086] [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: 06/07/2024] [Accepted: 01/03/2025] [Indexed: 01/16/2025] Open
Abstract
The biology centered around the TGF-β type I receptor activin receptor-like kinase (ALK) 1 (encoded by ACVRL1) has been almost exclusively based on its reported endothelial expression pattern since its first functional characterization more than 2 decades ago. Here, in efforts to better define the therapeutic context in which to use ALK1 inhibitors, we uncover a population of tumor-associated macrophages (TAMs) that, by virtue of their unanticipated Acvrl1 expression, are effector targets for adjuvant antiangiogenic immunotherapy in mouse models of metastatic breast cancer. The combinatorial benefit depended on ALK1-mediated modulation of the differentiation potential of bone marrow-derived granulocyte-macrophage progenitors, the release of CD14+ monocytes into circulation, and their eventual extravasation. Notably, ACVRL1+ TAMs coincided with an immunosuppressive phenotype and were overrepresented in human cancers progressing on therapy. Accordingly, breast cancer patients with a prominent ACVRL1hi TAM signature exhibited a significantly shorter survival. In conclusion, we shed light on an unexpected multimodal regulation of tumorigenic phenotypes by ALK1 and demonstrate its utility as a target for antiangiogenic immunotherapy.
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Affiliation(s)
- Mehrnaz Safaee Talkhoncheh
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
| | - Jonas Sjölund
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
| | - Paulina Bolivar
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
| | - Ewa Kurzejamska
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
- Department of Laboratory Medicine, Karolinska Institutet, Solna, Sweden
| | - Eugenia Cordero
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
- Lund University Diabetes Centre, Clinical Research Center, Lund University, Lund, Sweden
| | - Teia Vallès Pagès
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
| | - Sara Larsson
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
| | - Sophie Lehn
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
| | - Gustav Frimannsson
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
| | - Viktor Ingesson
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
| | - Sebastian Braun
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
| | - Jessica Pantaleo
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
| | - Clara Oudenaarden
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
- Biotech Research and Innovation Center, University of Copenhagen, Copenhagen, Denmark
| | - Martin Lauss
- Department of Clinical Sciences, Division of Oncology and Pathology, Lund University Cancer Centre, Lund University, Lund, Sweden
| | | | - Göran Jönsson
- Department of Clinical Sciences, Division of Oncology and Pathology, Lund University Cancer Centre, Lund University, Lund, Sweden
| | - Charlotte Rolny
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
- Department of Oncology-Pathology, Karolinska Institutet, Solna, Sweden
| | - Matteo Bocci
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
- IO Biotech ApS, Copenhagen, Denmark
| | - Kristian Pietras
- Department of Laboratory Medicine, Division of Translational Cancer Research, Lund University Cancer Centre, Medicon Village, Lund University, Lund, Sweden
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Msaouel P, Yu K, Yuan Y, Chen J, Yan X, Karki M, Duan F, Sheth RA, Rao P, Sircar K, Shah AY, Zurita AJ, Genovese G, Li M, Yeh CC, Dang M, Han G, Chu Y, Hallin M, Olson P, Yang R, Slavin D, Der-Torossian H, Chin CD, Tannir NM, Wang L, Gao J. Sitravatinib in combination with nivolumab plus ipilimumab in patients with advanced clear cell renal cell carcinoma: a phase 1 trial. Nat Commun 2025; 16:578. [PMID: 39794332 PMCID: PMC11724043 DOI: 10.1038/s41467-024-55642-8] [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: 08/20/2024] [Accepted: 12/19/2024] [Indexed: 01/13/2025] Open
Abstract
We conducted a phase I trial to determine the optimal dose of triplet therapy with the tyrosine kinase inhibitor sitravatinib plus nivolumab plus ipilimumab in 22 previously untreated patients with advanced clear cell renal cell carcinoma. The primary endpoint was safety. Secondary endpoints were objective response rate (ORR), disease control rate (DCR), duration of response (DOR), progression-free survival (PFS), overall survival (OS), 1-year survival probability, and sitravatinib pharmacokinetics. Sitravatinib dose of 35 mg daily plus nivolumab 3 mg/kg and ipilimumab 1 mg/kg resulted in high frequency of immune-related adverse events. Subsequent dose reduction of ipilimumab to 0.7 mg/kg allowed safe escalation of sitravatinib up to 100 mg daily. Overall, the triplet combination achieved ORR 45.5%, DCR 86.4%, median PFS 14.5 months, and 1-year survival 80.8%. Median OS and DOR were not reached. Sitravatinib exposure increased dose-dependently. Single-cell RNA-seq of longitudinally collected tumor biopsies from 12 patients identified a tumor cell-specific epithelial-mesenchymal transition-like program associated with treatment resistance and poor outcomes. Treatment resistance was characterized by a transition from cytotoxic to exhausted T cell state and enrichment for M2-like myeloid cells. The observed hypothesis-generating changes in gene expression dynamics and cellular states may help inform future strategies to optimize immunotherapy efficacy. Clinical Trials.gov identifier: NCT04518046.
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Affiliation(s)
- Pavlos Msaouel
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA.
| | - Kai Yu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Ying Yuan
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jianfeng Chen
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA
| | - Xinmiao Yan
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Menuka Karki
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA
| | - Fei Duan
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA
| | - Rahul A Sheth
- Department of Interventional Radiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Priya Rao
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kanishka Sircar
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Amishi Y Shah
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Amado J Zurita
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Giannicola Genovese
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Min Li
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA
| | - Chih-Chen Yeh
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA
| | - Minghao Dang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Guangchun Han
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Yanshuo Chu
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - Max Hallin
- Mirati Therapeutics, Inc, San Diego, CA, USA
| | - Peter Olson
- Mirati Therapeutics, Inc, San Diego, CA, USA
| | - Rui Yang
- Mirati Therapeutics, Inc, San Diego, CA, USA
| | | | | | | | - Nizar M Tannir
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Linghua Wang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA.
- The University of Texas MD Anderson Cancer Center UTHealth Houston Graduate School of Biomedical Sciences (GSBS), Houston, TX, USA.
| | - Jianjun Gao
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- David H. Koch Center for Applied Research of Genitourinary Cancers, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA.
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Wlosik J, Orlanducci F, Richaud M, Demerle C, Amara AB, Rouviere MS, Livrati P, Gorvel L, Hospital MA, Dulphy N, Devillier R, Vey N, Olive D, Chretien AS. CD56 neg CD16 + cells represent a distinct mature NK cell subset with altered phenotype and are associated with adverse clinical outcome upon expansion in AML. Front Immunol 2025; 15:1487792. [PMID: 39867888 PMCID: PMC11760599 DOI: 10.3389/fimmu.2024.1487792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Accepted: 12/02/2024] [Indexed: 01/28/2025] Open
Abstract
Introduction Acute myeloid leukemia (AML) is a rare haematological cancer with poor 5-years overall survival (OS) and high relapse rate. Leukemic cells are sensitive to Natural Killer (NK) cell mediated killing. However, NK cells are highly impaired in AML, which promote AML immune escape from NK cell immune surveillance. We made the first report of CD56neg CD16+ NK cells expansion in AML. This unconventional subset has been reported to expand in some chronic viral infections. Although it is unclear whether CD56neg NK cells expansion mechanism is common across diseases, it seems more relevant than ever to further investigate this subset, representing a potential therapeutic target. Methods We used PBMCs from AML patients and HV to perform mass cytometry, spectral flow cytometry, bulk RNA-seq and in vitro assays in order to better characterize CD56neg CD16+ NK cells that expand in AML. Results We confirmed that CD56neg CD16+ NK cells represent a unique NK cell subset coexpressing Eomes and T-bet. CD56neg CD16+ NK cells could recover CD56 expression in vitro where they displayed unaltered NK cell functions. We previously demonstrated that CD56neg CD16+ NK cells expansion at diagnosis was associated with adverse clinical outcome in AML. Here, we validated our findings in a validation cohort of N=38 AML patients. AML patients with CD56neg CD16+ NK cells expansion at diagnosis had decreased overall survival (HR[CI95]=5.5[1.2-24.5], p=0.0251) and relapse-free survival (HR[CI95]=13.1[1.9-87.5], p=0.0079) compared to AML patients without expansion after 36 months follow-up. RNA-seq unveiled that CD56neg CD16+ NK cells were mature circulating NK cells with functional capacities. Upon expansion, CD56neg CD16+ NK cells from AML patients showed altered proteomic phenotype, with increased frequency of terminally mature CD56neg CD16+ NK cells expressing TIGIT along with decreased frequency of Siglec-7+ CD56neg CD16+ NK cells. Discussion Taken together, our results suggest that we could harness CD56neg CD16+ NK cells cytotoxic potential in vitro to restore NK cell anti-tumor response in AML patients with CD56neg CD16+ NK cells expansion and improve patients' prognosis. To conclude, CD56neg CD16+ NK cells represent a relevant target for future NK-cell-based immunotherapies in AML.
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Affiliation(s)
- Julia Wlosik
- Team Immunity and Cancer, Cancer Research Center of Marseille (CRCM), Inserm U1068, CNRS UMR7258, Paoli-Calmettes Institute, University of Aix-Marseille UM105, Marseille, France
- Immunomonitoring Department, Paoli-Calmettes Institute, Marseille, France
| | - Florence Orlanducci
- Team Immunity and Cancer, Cancer Research Center of Marseille (CRCM), Inserm U1068, CNRS UMR7258, Paoli-Calmettes Institute, University of Aix-Marseille UM105, Marseille, France
- Immunomonitoring Department, Paoli-Calmettes Institute, Marseille, France
| | - Manon Richaud
- Cytometry Platform, Cancer Research Center of Marseille (CRCM), Inserm U1068, CNRS UMR7258, Paoli-Calmettes Institute, University of Aix-Marseille UM105, Marseille, France
| | - Clemence Demerle
- Centre for Clinical Investigation in Biotherapy, Paoli-Calmettes Institute, University of Aix-Marseille, Inserm CBT 1409, Marseille, France
| | - Amira Ben Amara
- Team Immunity and Cancer, Cancer Research Center of Marseille (CRCM), Inserm U1068, CNRS UMR7258, Paoli-Calmettes Institute, University of Aix-Marseille UM105, Marseille, France
- Immunomonitoring Department, Paoli-Calmettes Institute, Marseille, France
| | - Marie-Sarah Rouviere
- Team Immunity and Cancer, Cancer Research Center of Marseille (CRCM), Inserm U1068, CNRS UMR7258, Paoli-Calmettes Institute, University of Aix-Marseille UM105, Marseille, France
- Immunomonitoring Department, Paoli-Calmettes Institute, Marseille, France
| | - Philippe Livrati
- Team Immunity and Cancer, Cancer Research Center of Marseille (CRCM), Inserm U1068, CNRS UMR7258, Paoli-Calmettes Institute, University of Aix-Marseille UM105, Marseille, France
- Immunomonitoring Department, Paoli-Calmettes Institute, Marseille, France
| | - Laurent Gorvel
- Team Immunity and Cancer, Cancer Research Center of Marseille (CRCM), Inserm U1068, CNRS UMR7258, Paoli-Calmettes Institute, University of Aix-Marseille UM105, Marseille, France
- Immunomonitoring Department, Paoli-Calmettes Institute, Marseille, France
| | - Marie-Anne Hospital
- Hematology Department, CRCM, Inserm U1068, CNRS UMR7258, Paoli-Calmettes Institute, Marseille, France
| | - Nicolas Dulphy
- Paris Cité University, Saint-Louis Research Institute, Inserm UMRS1160, Paris, France
- Immunology and Histocompatibility Laboratory, Assistance Publique-Hôpitaux de Paris, Saint-Louis Hospital, Paris, France
| | - Raynier Devillier
- Hematology Department, CRCM, Inserm U1068, CNRS UMR7258, Paoli-Calmettes Institute, Marseille, France
| | - Norbert Vey
- Hematology Department, CRCM, Inserm U1068, CNRS UMR7258, Paoli-Calmettes Institute, Marseille, France
| | - Daniel Olive
- Team Immunity and Cancer, Cancer Research Center of Marseille (CRCM), Inserm U1068, CNRS UMR7258, Paoli-Calmettes Institute, University of Aix-Marseille UM105, Marseille, France
- Immunomonitoring Department, Paoli-Calmettes Institute, Marseille, France
| | - Anne-Sophie Chretien
- Team Immunity and Cancer, Cancer Research Center of Marseille (CRCM), Inserm U1068, CNRS UMR7258, Paoli-Calmettes Institute, University of Aix-Marseille UM105, Marseille, France
- Immunomonitoring Department, Paoli-Calmettes Institute, Marseille, France
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Song X, Jiao J, Qin J, Zhang W, Qin W, Ma S. Single-cell transcriptomics reveals the heterogeneity and function of mast cells in human ccRCC. Front Immunol 2025; 15:1494025. [PMID: 39840068 PMCID: PMC11747552 DOI: 10.3389/fimmu.2024.1494025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Accepted: 12/12/2024] [Indexed: 01/23/2025] Open
Abstract
Introduction The role of mast cells (MCs) in clear cell renal carcinoma (ccRCC) is unclear, and comprehensive single-cell studies of ccRCC MCs have not yet been performed. Methods To investigate the heterogeneity and effects of MCs in ccRCC, we studied single-cell transcriptomes from four ccRCC patients, integrating both single-cell sequencing and bulk tissue sequencing data from online sequencing databases, followed by validation via spatial transcriptomics and multiplex immunohistochemistry (mIHC). Results We identified four MC signature genes (TPSB2, TPSAB1, CPA3, and HPGDS). MC density was significantly greater in ccRCC tissues than in normal tissues, but MC activation characteristics were not significantly different between ccRCC and normal tissues. Activated and resting MCs were defined as having high and low expression of MC receptors and mediators, respectively, whereas proliferating MCs had high expression of proliferation-related genes. The overall percentage of activated MCs in ccRCC tissues did not change significantly but shifted toward a more activated subpopulation (VEGFA+ MCs), with a concomitant decrease in proliferative MCs (TNF+ MCs) and resting MCs. An analysis of the ratio of TNF+/VEGFA+ MCs in tumors revealed that MCs exerted antitumor effects on ccRCC. However, VEGFA+MC was produced in large quantities in ccRCC tissues and promoted tumor angiogenesis compared with adjacent normal tissues, which aroused our concern. In addition, MC signature genes were associated with a better prognosis in the KIRC patient cohort in the TCGA database, which is consistent with our findings. Furthermore, the highest level of IL1B expression was observed in macrophages in ccRCC samples, and spatial transcriptome analysis revealed the colocalization of VEGFA+ MCs with IL1B+ macrophages at the tumor-normal interface. Discussion In conclusion, this study revealed increased MC density in ccRCC. Although the proportion of activated MCs was not significantly altered in ccRCC tissues compared with normal tissues, this finding highlights a shift in the MC phenotype from CTSGhighMCs to more activated VEGFA+MCs, providing a potential therapeutic target for inhibiting ccRCC progression.
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Affiliation(s)
- Xiyu Song
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi’an, Shaanxi, China
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi’an, Shaanxi, China
- Xijing Innovation Research Institute, Fourth Military Medical University, Xi’an, Shaanxi, China
| | - Jianhua Jiao
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi’an, Shaanxi, China
- Xijing Innovation Research Institute, Fourth Military Medical University, Xi’an, Shaanxi, China
| | - Jiayang Qin
- West China School of Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Wei Zhang
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi’an, Shaanxi, China
| | - Weijun Qin
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi’an, Shaanxi, China
- Xijing Innovation Research Institute, Fourth Military Medical University, Xi’an, Shaanxi, China
| | - Shuaijun Ma
- Department of Urology, Xijing Hospital, Fourth Military Medical University, Xi’an, Shaanxi, China
- Xijing Innovation Research Institute, Fourth Military Medical University, Xi’an, Shaanxi, China
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Ray A, Hu KH, Kersten K, Courau T, Kuhn NF, Zaleta-Linares I, Samad B, Combes AJ, Krummel MF. Targeting CD206+ macrophages disrupts the establishment of a key antitumor immune axis. J Exp Med 2025; 222:e20240957. [PMID: 39601781 PMCID: PMC11602655 DOI: 10.1084/jem.20240957] [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: 06/03/2024] [Revised: 09/01/2024] [Accepted: 10/30/2024] [Indexed: 11/29/2024] Open
Abstract
CD206 is a common marker of a putative immunosuppressive "M2" state in tumor-associated macrophages (TAMs). We made a novel conditional CD206 (Mrc1) knock-in mouse to specifically visualize and/or deplete CD206+ TAMs. Early depletion of CD206+ macrophages and monocytes (Mono/Macs) led to the indirect loss of conventional type I dendritic cells (cDC1), CD8 T cells, and NK cells in tumors. CD206+ TAMs robustly expressed CXCL9, contrasting with stress-responsive Spp1-expressing TAMs and immature monocytes, which became prominent with early depletion. CD206+ TAMs differentially attracted activated CD8 T cells, and the NK and CD8 T cells in CD206-depleted tumors were deficient in Cxcr3 and cDC1-supportive Xcl1 and Flt3l expressions. Disrupting this key antitumor axis decreased tumor control by antigen-specific T cells in mice. In human cancers, a CD206Replete, but not a CD206Depleted Mono/Mac gene signature correlated robustly with CD8 T cell, cDC1, and NK signatures and was associated with better survival. These findings negate the unqualified classification of CD206+ "M2-like" macrophages as immunosuppressive.
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MESH Headings
- Animals
- CD8-Positive T-Lymphocytes/immunology
- Mice
- Killer Cells, Natural/immunology
- Lectins, C-Type/metabolism
- Lectins, C-Type/genetics
- Receptors, Cell Surface/metabolism
- Receptors, Cell Surface/genetics
- Macrophages/immunology
- Macrophages/metabolism
- Humans
- Dendritic Cells/immunology
- Dendritic Cells/metabolism
- Mannose Receptor
- Mice, Inbred C57BL
- Mannose-Binding Lectins/metabolism
- Receptors, CXCR3/metabolism
- Receptors, CXCR3/genetics
- Chemokine CXCL9/metabolism
- Chemokine CXCL9/genetics
- Tumor-Associated Macrophages/immunology
- Tumor-Associated Macrophages/metabolism
- Membrane Glycoproteins/metabolism
- Membrane Glycoproteins/genetics
- Neoplasms/immunology
- Neoplasms/genetics
- Gene Knock-In Techniques
- Receptors, Immunologic/metabolism
- Receptors, Immunologic/genetics
- Monocytes/immunology
- Monocytes/metabolism
- Receptors, Chemokine
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Affiliation(s)
- Arja Ray
- Department of Pathology, University of California, San Francisco, CA, USA
- ImmunoX Initiative, University of California, San Francisco, CA, USA
| | - Kenneth H. Hu
- Department of Pathology, University of California, San Francisco, CA, USA
- ImmunoX Initiative, University of California, San Francisco, CA, USA
| | - Kelly Kersten
- Department of Pathology, University of California, San Francisco, CA, USA
- ImmunoX Initiative, University of California, San Francisco, CA, USA
| | - Tristan Courau
- Department of Pathology, University of California, San Francisco, CA, USA
- ImmunoX Initiative, University of California, San Francisco, CA, USA
| | - Nicholas F. Kuhn
- Department of Pathology, University of California, San Francisco, CA, USA
- ImmunoX Initiative, University of California, San Francisco, CA, USA
| | - Itzia Zaleta-Linares
- Department of Pathology, University of California, San Francisco, CA, USA
- ImmunoX Initiative, University of California, San Francisco, CA, USA
| | - Bushra Samad
- ImmunoX Initiative, University of California, San Francisco, CA, USA
- UCSF CoLabs, University of California, San Francisco, CA, USA
| | - Alexis J. Combes
- Department of Pathology, University of California, San Francisco, CA, USA
- ImmunoX Initiative, University of California, San Francisco, CA, USA
- UCSF CoLabs, University of California, San Francisco, CA, USA
- Department of Medicine, University of California, San Francisco, CA, USA
| | - Matthew F. Krummel
- Department of Pathology, University of California, San Francisco, CA, USA
- ImmunoX Initiative, University of California, San Francisco, CA, USA
- UCSF CoLabs, University of California, San Francisco, CA, USA
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Song X, Zhu Y, Geng W, Jiao J, Liu H, Chen R, He Q, Wang L, Sun X, Qin W, Geng J, Chen Z. Spatial and single-cell transcriptomics reveal cellular heterogeneity and a novel cancer-promoting Treg cell subset in human clear-cell renal cell carcinoma. J Immunother Cancer 2025; 13:e010183. [PMID: 39755578 PMCID: PMC11748785 DOI: 10.1136/jitc-2024-010183] [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: 07/29/2024] [Accepted: 12/06/2024] [Indexed: 01/06/2025] Open
Abstract
BACKGROUND Clear cell renal cell carcinoma (ccRCC) is the most common histologic type of RCC. However, the spatial and functional heterogeneity of immunosuppressive cells and the mechanisms by which their interactions promote immunosuppression in the ccRCC have not been thoroughly investigated. METHODS To further investigate the cellular and regional heterogeneity of ccRCC, we analyzed single-cell and spatial transcriptome RNA sequencing data from four patients, which were obtained from samples from multiple regions, including the tumor core, tumor-normal interface, and distal normal tissue. On the basis, the findings were investigated in vitro using tissue and blood samples from 15 patients with ccRCC and validated in the broader samples on tissue microarrays. RESULTS In this study, we revealed previously unreported subsets of both stromal and immune cells, as well as mapped their spatial location at finer resolution. In addition, we validated the clusters of tumor cells after removing batch effects according to six characterized gene sets, including epithelial-mesenchymal transitionhigh clusters, metastatic clusters and proximal tubulehigh clusters. Importantly, we identified a special regulatory T (Treg) cell subpopulation that has the molecular characteristics of terminal effector Treg cells but expresses multiple cytokines, such as interleukin (IL)-1β and IL-18. This group of Treg cells has stronger immunosuppressive function and was associated with a worse prognosis in ccRCC cohorts. They were colocalized with MRC1 + FOLR2 + tumor-associated macrophages (TAMs) at the tumor-normal interface to form a positive feedback loop, maintaining a synergistic procarcinogenic effect. In addition, we traced the origin of IL-1β+ Treg cells and revealed that IL-18 can induce the expression of IL-1β in Treg cells via the ERK/NF-κB pathway. CONCLUSIONS We demonstrated a novel cancer-promoting Treg cell subset and its interactions with MRC1 + FOLR2 +TAMs, which provides new insight into Treg cell heterogeneity and potential therapeutic targets for ccRCC.
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Affiliation(s)
- Xiyu Song
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi'an, Shaanxi, China
- Xijing Innovation Research Institute, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Yumeng Zhu
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Wenwen Geng
- Department of Breast Surgery, Shandong University, Jinan, Shandong, China
| | - Jianhua Jiao
- Xijing Innovation Research Institute, Fourth Military Medical University, Xi'an, Shaanxi, China
- Department of Urology, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Hongjiao Liu
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Ruo Chen
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Qian He
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Lijuan Wang
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Xiuxuan Sun
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Weijun Qin
- Department of Urology, Fourth Military Medical University, Xi'an, Shaanxi, China
| | - Jiejie Geng
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi'an, Shaanxi, China
- Xijing Innovation Research Institute, Fourth Military Medical University, Xi'an, Shaanxi, China
- State Key Laboratory of New Targets Discovery and Drug Development for Major Diseases, Xian, Shaanxi, China
| | - Zhinan Chen
- National Translational Science Center for Molecular Medicine & Department of Cell Biology, Fourth Military Medical University, Xi'an, Shaanxi, China
- State Key Laboratory of New Targets Discovery and Drug Development for Major Diseases, Xian, Shaanxi, China
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47
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Kuett L, Bollhagen A, Tietscher S, Sobottka B, Eling N, Varga Z, Moch H, de Souza N, Bodenmiller B. Distant Metastases of Breast Cancer Resemble Primary Tumors in Cancer Cell Composition but Differ in Immune Cell Phenotypes. Cancer Res 2025; 85:15-31. [PMID: 39437149 DOI: 10.1158/0008-5472.can-24-1211] [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: 04/17/2024] [Revised: 07/02/2024] [Accepted: 10/15/2024] [Indexed: 10/25/2024]
Abstract
Breast cancer is the most commonly diagnosed cancer in women, with distant metastasis being the main cause of breast cancer-related deaths. Elucidating the changes in the tumor and immune ecosystems that are associated with metastatic disease is essential to improve understanding and ultimately treatment of metastasis. Here, we developed an in-depth, spatially resolved single-cell atlas of the phenotypic diversity of tumor and immune cells in primary human breast tumors and matched distant metastases, using imaging mass cytometry to analyze a total of 75 unique antibody targets. Although the same tumor cell phenotypes were typically present in primary tumors and metastatic sites, suggesting a strong founder effect of the primary tumor, their proportions varied between matched samples. Notably, the metastatic site did not influence tumor phenotype composition, except for the brain. Metastatic sites exhibited a lower number of immune cells overall but had a higher proportion of myeloid cells as well as exhausted and cytotoxic T cells. Myeloid cells showed distinct tissue-specific compositional signatures and increased presence of potentially matrix remodeling phenotypes in metastatic sites. This analysis of tumor and immune cell phenotypic composition of metastatic breast cancer highlights the heterogeneity of the disease within patients and across distant metastatic sites, indicating myeloid cells as the predominant immune modulators that could potentially be targeted at these sites. Significance: Multiplex imaging analysis of matched primary and metastatic breast tumors provides a phenotypic and spatial map of tumor microenvironments, revealing similar compositions of cancer cells and divergent immunologic features between matched samples.
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Affiliation(s)
- Laura Kuett
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
- Life Science Zurich Graduate School, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Alina Bollhagen
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
- Life Science Zurich Graduate School, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Sandra Tietscher
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
- Life Science Zurich Graduate School, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Bettina Sobottka
- Department of Pathology and Molecular Pathology, University and University Hospital Zurich, Zurich, Switzerland
| | - Nils Eling
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
| | - Zsuzsanna Varga
- Department of Pathology and Molecular Pathology, University and University Hospital Zurich, Zurich, Switzerland
| | - Holger Moch
- Department of Pathology and Molecular Pathology, University and University Hospital Zurich, Zurich, Switzerland
| | - Natalie de Souza
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Institute of Molecular Systems Biology, ETH Zurich, Zurich, Switzerland
| | - Bernd Bodenmiller
- Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
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48
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Lyu A, Fan Z, Clark M, Lea A, Luong D, Setayesh A, Starzinski A, Wolters R, Arias-Badia M, Allaire K, Wu K, Gurunathan V, Valderrábano L, Wei XX, Miller RA, Van Allen EM, Fong L. Evolution of myeloid-mediated immunotherapy resistance in prostate cancer. Nature 2025; 637:1207-1217. [PMID: 39633050 PMCID: PMC11779626 DOI: 10.1038/s41586-024-08290-3] [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: 01/19/2024] [Accepted: 10/25/2024] [Indexed: 12/07/2024]
Abstract
Patients with advanced metastatic castration-resistant prostate cancer (mCRPC) are refractory to immune checkpoint inhibitors (ICIs)1,2, partly because there are immunosuppressive myeloid cells in tumours3,4. However, the heterogeneity of myeloid cells has made them difficult to target, making blockade of the colony stimulating factor-1 receptor (CSF1R) clinically ineffective. Here we use single-cell profiling on patient biopsies across the disease continuum and find that a distinct population of tumour-associated macrophages with elevated levels of SPP1 transcripts (SPP1hi-TAMs) becomes enriched with the progression of prostate cancer to mCRPC. In syngeneic mouse modelling, an analogous macrophage population suppresses CD8+ T cell activity in vitro and promotes ICI resistance in vivo. Furthermore, Spp1hi-TAMs are not responsive to anti-CSF1R antibody treatment. Pathway analysis identifies adenosine signalling as a potential mechanism for SPP1hi-TAM-mediated immunotherapeutic resistance. Indeed, pharmacological inhibition of adenosine A2A receptors (A2ARs) significantly reverses Spp1hi-TAM-mediated immunosuppression in CD8+ T cells in vitro and enhances CRPC responsiveness to programmed cell death protein 1 (PD-1) blockade in vivo. Consistent with preclinical results, inhibition of A2ARs using ciforadenant in combination with programmed death 1 ligand 1 (PD-L1) blockade using atezolizumab induces clinical responses in patients with mCRPC. Moreover, inhibiting A2ARs results in a significant decrease in SPP1hi-TAM abundance in CRPC, indicating that this pathway is involved in both induction and downstream immunosuppression. Collectively, these findings establish SPP1hi-TAMs as key mediators of ICI resistance in mCRPC through adenosine signalling, emphasizing their importance as both a therapeutic target and a potential biomarker for predicting treatment efficacy.
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MESH Headings
- Male
- Animals
- Mice
- Humans
- Drug Resistance, Neoplasm/immunology
- Drug Resistance, Neoplasm/drug effects
- Drug Resistance, Neoplasm/genetics
- Prostatic Neoplasms, Castration-Resistant/immunology
- Prostatic Neoplasms, Castration-Resistant/drug therapy
- Prostatic Neoplasms, Castration-Resistant/pathology
- Prostatic Neoplasms, Castration-Resistant/genetics
- Prostatic Neoplasms, Castration-Resistant/therapy
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/drug effects
- Myeloid Cells/immunology
- Myeloid Cells/drug effects
- Myeloid Cells/metabolism
- Immune Checkpoint Inhibitors/pharmacology
- Immune Checkpoint Inhibitors/therapeutic use
- Immunotherapy
- Tumor-Associated Macrophages/immunology
- Tumor-Associated Macrophages/drug effects
- Tumor-Associated Macrophages/metabolism
- Adenosine/metabolism
- Adenosine/analogs & derivatives
- Receptors, Granulocyte-Macrophage Colony-Stimulating Factor/antagonists & inhibitors
- Receptors, Granulocyte-Macrophage Colony-Stimulating Factor/metabolism
- Single-Cell Analysis
- Adenosine A2 Receptor Antagonists/pharmacology
- Adenosine A2 Receptor Antagonists/therapeutic use
- Signal Transduction/drug effects
- Disease Models, Animal
- Disease Progression
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Affiliation(s)
- Aram Lyu
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
- Immunotherapy Integrated Research Center, Division of Translational Science and Therapeutics, Fred Hutchinson Cancer Center, Seattle, WA, USA
| | - Zenghua Fan
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Matthew Clark
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Averey Lea
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Diamond Luong
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Ali Setayesh
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Alec Starzinski
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Rachel Wolters
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Marcel Arias-Badia
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Kate Allaire
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Kai Wu
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Vibha Gurunathan
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Laura Valderrábano
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Xiao X Wei
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Eliezer M Van Allen
- Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Lawrence Fong
- Division of Hematology/Oncology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA.
- Parker Institute for Cancer Immunotherapy, San Francisco, CA, USA.
- Immunotherapy Integrated Research Center, Division of Translational Science and Therapeutics, Fred Hutchinson Cancer Center, Seattle, WA, USA.
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA.
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49
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Yan Y, Sun D, Hu J, Chen Y, Sun L, Yu H, Xiong Y, Huang Z, Xia H, Zhu X, Bian D, Sun F, Hou L, Wu C, Fan OR, Hu H, Zeng A, Zhang L, Sun YE, Wang C, Zhang P. Multi-omic profiling highlights factors associated with resistance to immuno-chemotherapy in non-small-cell lung cancer. Nat Genet 2025; 57:126-139. [PMID: 39658657 DOI: 10.1038/s41588-024-01998-y] [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: 04/27/2023] [Accepted: 10/18/2024] [Indexed: 12/12/2024]
Abstract
Although immune checkpoint blockade (ICB) therapies have shifted the treatment paradigm for non-small-cell lung cancer (NSCLC), many patients remain resistant. Here we characterize the tumor cell states and spatial cellular compositions of the NSCLC tumor microenvironment (TME) by analyzing single-cell transcriptomes of 232,080 cells and spatially resolved transcriptomes of tumors from 19 patients before and after ICB-chemotherapy. We find that tumor cells and secreted phosphoprotein 1-positive macrophages interact with collagen type XI alpha 1 chain-positive cancer-associated fibroblasts to stimulate the deposition and entanglement of collagen fibers at tumor boundaries, obstructing T cell infiltration and leading to poor prognosis. We also reveal distinct states of tertiary lymphoid structures (TLSs) in the TME. Activated TLSs are associated with improved prognosis, whereas a hypoxic microenvironment appears to suppress TLS development and is associated with poor prognosis. Our study provides novel insights into different cellular and molecular components corresponding to NSCLC ICB-chemotherapeutic responsiveness, which will benefit future individualized immuno-chemotherapy.
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Affiliation(s)
- Yilv Yan
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Dongqing Sun
- Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of Ministry of Education, Department of Orthopedics, Tongji Hospital, School of Life Science and Technology, Tongji University, Shanghai, China
- Frontier Science Center for Stem Cell Research, School of Life Sciences and Technology, Tongji University, Shanghai, China
| | - Junjie Hu
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yue Chen
- State Key Laboratory of Cell Biology, Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, China
| | - Liangdong Sun
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Huansha Yu
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yicheng Xiong
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Zhida Huang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Haoran Xia
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xinsheng Zhu
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Dongliang Bian
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Fenghuan Sun
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Likun Hou
- Department of Pathology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Chunyan Wu
- Department of Pathology, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Orion R Fan
- Stem Cell Translational Research Center, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Haiyang Hu
- Central Laboratory, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China
| | - An Zeng
- State Key Laboratory of Cell Biology, Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Shanghai, China.
| | - Lele Zhang
- Central Laboratory, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China.
| | - Yi Eve Sun
- Stem Cell Translational Research Center, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China.
| | - Chenfei Wang
- Key Laboratory of Spine and Spinal Cord Injury Repair and Regeneration of Ministry of Education, Department of Orthopedics, Tongji Hospital, School of Life Science and Technology, Tongji University, Shanghai, China.
- Frontier Science Center for Stem Cell Research, School of Life Sciences and Technology, Tongji University, Shanghai, China.
- National Key Laboratory of Autonomous Intelligent Unmanned Systems, Tongji University, Shanghai, China.
- Frontier Science Center for Intelligent Autonomous Systems, Tongji University, Shanghai, China.
| | - Peng Zhang
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, School of Medicine, Tongji University, Shanghai, China.
- Department of Thoracic Surgery, The First Affiliated Hospital of Shihezi University Medical College, Shihezi, China.
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50
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Roozitalab MR, Prekete N, Allen M, Grose RP, Louise Jones J. The Microenvironment in DCIS and Its Role in Disease Progression. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2025; 1464:211-235. [PMID: 39821028 DOI: 10.1007/978-3-031-70875-6_12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2025]
Abstract
Ductal carcinoma in situ (DCIS) accounts for ~20% of all breast cancer diagnoses but whilst known to be a precursor of invasive breast cancer (IBC), evidence suggests only one in six patients will ever progress. A key challenge is to distinguish between those lesions that will progress and those that will remain indolent. Molecular analyses of neoplastic epithelial cells have not identified consistent differences between lesions that progressed and those that did not, and this has focused attention on the tumour microenvironment (ME).The DCIS ME is unique, complex and dynamic. Myoepithelial cells form the wall of the ductal-lobular tree and exhibit broad tumour suppressor functions. However, in DCIS they acquire phenotypic changes that bestow them with tumour promoter properties, an important evolution since they act as the primary barrier for invasion. Changes in the peri-ductal stromal environment also arise in DCIS, including transformation of fibroblasts into cancer-associated fibroblasts (CAFs). CAFs orchestrate other changes in the stroma, including the physical structure of the extracellular matrix (ECM) through altered protein synthesis, as well as release of a plethora of factors including proteases, cytokines and chemokines that remodel the ECM. CAFs can also modulate the immune ME as well as impact on tumour cell signalling pathways. The heterogeneity of CAFs, including recognition of anti-tumourigenic populations, is becoming evident, as well as heterogeneity of immune cells and the interplay between these and the adipocyte and vascular compartments. Knowledge of the impact of these changes is more advanced in IBC but evidence is starting to accumulate for a role in DCIS. Detailed in vitro, in vivo and tissue studies focusing on the interplay between DCIS epithelial cells and the ME should help to define features that can better predict DCIS behaviour.
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Affiliation(s)
- Mohammad Reza Roozitalab
- Centre for Tumour Biology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - Niki Prekete
- Centre for Tumour Biology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - Michael Allen
- Centre for Tumour Biology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - Richard P Grose
- Centre for Tumour Biology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK
| | - J Louise Jones
- Centre for Tumour Biology, Barts Cancer Institute, John Vane Science Centre, Charterhouse Square, Queen Mary University of London, London, UK.
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