1
|
Huang Y, Liu Z, Li M, Wang D, Ye J, Hu Q, Zhang Q, Lin Y, Chen R, Liang X, Li X, Lin X. Deciphering the impact of aging on splenic endothelial cell heterogeneity and immunosenescence through single-cell RNA sequencing analysis. Immun Ageing 2024; 21:48. [PMID: 39026350 PMCID: PMC11256597 DOI: 10.1186/s12979-024-00452-1] [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: 02/04/2024] [Accepted: 07/01/2024] [Indexed: 07/20/2024]
Abstract
BACKGROUND Aging is associated with significant structural and functional changes in the spleen, leading to immunosenescence, yet the detailed effects on splenic vascular endothelial cells (ECs) and their immunomodulatory roles are not fully understood. In this study, a single-cell RNA (scRNA) atlas of EC transcriptomes from young and aged mouse spleens was constructed to reveal age-related molecular changes, including increased inflammation and reduced vascular development and also the potential interaction between splenic endothelial cells and immune cells. RESULTS Ten clusters of splenic endothelial cells were identified. DEGs analysis across different EC clusters revealed the molecular changes with aging, showing the increase in the overall inflammatory microenvironment and the loss in vascular development function of aged ECs. Notably, four EC clusters with immunological functions were identified, suggesting an Endothelial-to-Immune-like Cell Transition (EndICLT) potentially driven by aging. Pseudotime analysis of the Immunology4 cluster further indicated a possible aging-induced transitional state, potentially initiated by Ctss gene activation. Finally, the effects of aging on cell signaling communication between different EC clusters and immune cells were analyzed. CONCLUSIONS This comprehensive atlas elucidates the complex interplay between ECs and immune cells in the aging spleen, offering new insights into endothelial heterogeneity, reprogramming, and the mechanisms of immunosenescence.
Collapse
Affiliation(s)
- Yanjing Huang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, 510060, China
| | - Zhong Liu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, 510060, China
| | - Mengke Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, 510060, China
| | - Dongliang Wang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, 510060, China
| | - Jinguo Ye
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, 510060, China
| | - Qiuling Hu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, 510060, China
| | - Qikai Zhang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, 510060, China
| | - Yuheng Lin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, 510060, China
| | - Rongxin Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, 510060, China
| | - Xuanwei Liang
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, 510060, China
| | - Xingyi Li
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, 510060, China.
| | - Xianchai Lin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Sun Yat-sen University, Guangzhou, 510060, China.
| |
Collapse
|
2
|
Wang S, Wang H, Li C, Liu B, He S, Tu C. Tertiary lymphoid structures in cancer: immune mechanisms and clinical implications. MedComm (Beijing) 2024; 5:e489. [PMID: 38469550 PMCID: PMC10925885 DOI: 10.1002/mco2.489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 01/23/2024] [Accepted: 01/24/2024] [Indexed: 03/13/2024] Open
Abstract
Cancer is a major cause of death globally, and traditional treatments often have limited efficacy and adverse effects. Immunotherapy has shown promise in various malignancies but is less effective in tumors with low immunogenicity or immunosuppressive microenvironment, especially sarcomas. Tertiary lymphoid structures (TLSs) have been associated with a favorable response to immunotherapy and improved survival in cancer patients. However, the immunological mechanisms and clinical significance of TLS in malignant tumors are not fully understood. In this review, we elucidate the composition, neogenesis, and immune characteristics of TLS in tumors, as well as the inflammatory response in cancer development. An in-depth discussion of the unique immune characteristics of TLSs in lung cancer, breast cancer, melanoma, and soft tissue sarcomas will be presented. Additionally, the therapeutic implications of TLS, including its role as a marker of therapeutic response and prognosis, and strategies to promote TLS formation and maturation will be explored. Overall, we aim to provide a comprehensive understanding of the role of TLS in the tumor immune microenvironment and suggest potential interventions for cancer treatment.
Collapse
Affiliation(s)
- Siyu Wang
- Department of OrthopaedicsThe Second Xiangya Hospital of Central South UniversityChangshaHunanChina
- Hunan Key Laboratory of Tumor Models and Individualized MedicineThe Second Xiangya Hospital of Central South UniversityChangshaHunanChina
- Xiangya School of MedicineCentral South UniversityChangshaHunanChina
| | - Hua Wang
- Department of OrthopaedicsThe Second Xiangya Hospital of Central South UniversityChangshaHunanChina
- Hunan Key Laboratory of Tumor Models and Individualized MedicineThe Second Xiangya Hospital of Central South UniversityChangshaHunanChina
| | - Chenbei Li
- Department of OrthopaedicsThe Second Xiangya Hospital of Central South UniversityChangshaHunanChina
- Hunan Key Laboratory of Tumor Models and Individualized MedicineThe Second Xiangya Hospital of Central South UniversityChangshaHunanChina
| | - Binfeng Liu
- Department of OrthopaedicsThe Second Xiangya Hospital of Central South UniversityChangshaHunanChina
- Hunan Key Laboratory of Tumor Models and Individualized MedicineThe Second Xiangya Hospital of Central South UniversityChangshaHunanChina
| | - Shasha He
- Department of OncologyThe Second Xiangya Hospital of Central South UniversityChangshaHunanChina
| | - Chao Tu
- Department of OrthopaedicsThe Second Xiangya Hospital of Central South UniversityChangshaHunanChina
- Hunan Key Laboratory of Tumor Models and Individualized MedicineThe Second Xiangya Hospital of Central South UniversityChangshaHunanChina
- Shenzhen Research Institute of Central South UniversityGuangdongChina
- Changsha Medical UniversityChangshaChina
| |
Collapse
|
3
|
Feng Y, Zhang H, Shao J, Du C, Zhou X, Guo X, Wang Y. Research Progress of Nanomaterials Acting on NK Cells in Tumor Immunotherapy and Imaging. BIOLOGY 2024; 13:153. [PMID: 38534423 DOI: 10.3390/biology13030153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 02/25/2024] [Accepted: 02/26/2024] [Indexed: 03/28/2024]
Abstract
The prognosis for cancer patients has declined dramatically in recent years due to the challenges in treating malignant tumors. Tumor immunotherapy, which includes immune target inhibition and chimeric antigen receptor cell treatment, is currently evolving quickly. Among them, natural killer (NK) cells are gradually becoming another preferred cell immunotherapy after T cell immunotherapy due to their unique killing effects in innate and adaptive immunity. NK cell therapy has shown encouraging outcomes in clinical studies; however, there are still some problems, including limited efficacy in solid tumors, inadequate NK cell penetration, and expensive treatment expenses. Noteworthy benefits of nanomaterials include their chemical specificity, biocompatibility, and ease of manufacturing; these make them promising instruments for enhancing NK cell anti-tumor immune responses. Nanomaterials can promote NK cell homing and infiltration, participate in NK cell modification and non-invasive cell tracking and imaging modes, and greatly increase the effectiveness of NK cell immunotherapy. The introduction of NK cell-based immunotherapy research and a more detailed discussion of nanomaterial research in NK cell-based immunotherapy and molecular imaging will be the main topics of this review.
Collapse
Affiliation(s)
- Yachan Feng
- College of Food Science and Biology, Hebei University of Science and Technology, Shijiazhuang 050018, China
| | - Haojie Zhang
- College of Food Science and Biology, Hebei University of Science and Technology, Shijiazhuang 050018, China
| | - Jiangtao Shao
- College of Food Science and Biology, Hebei University of Science and Technology, Shijiazhuang 050018, China
| | - Chao Du
- College of Food Science and Biology, Hebei University of Science and Technology, Shijiazhuang 050018, China
| | - Xiaolei Zhou
- College of Food Science and Biology, Hebei University of Science and Technology, Shijiazhuang 050018, China
| | - Xueling Guo
- College of Food Science and Biology, Hebei University of Science and Technology, Shijiazhuang 050018, China
| | - Yingze Wang
- College of Food Science and Biology, Hebei University of Science and Technology, Shijiazhuang 050018, China
| |
Collapse
|
4
|
Laumont CM, Nelson BH. B cells in the tumor microenvironment: Multi-faceted organizers, regulators, and effectors of anti-tumor immunity. Cancer Cell 2023; 41:466-489. [PMID: 36917951 DOI: 10.1016/j.ccell.2023.02.017] [Citation(s) in RCA: 25] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 02/11/2023] [Accepted: 02/12/2023] [Indexed: 03/14/2023]
Abstract
Our understanding of tumor-infiltrating lymphocytes (TILs) is rapidly expanding beyond T cell-centric perspectives to include B cells and plasma cells, collectively referred to as TIL-Bs. In many cancers, TIL-Bs carry strong prognostic significance and are emerging as key predictors of response to immune checkpoint inhibitors. TIL-Bs can perform multiple functions, including antigen presentation and antibody production, which allow them to focus immune responses on cognate antigen to support both T cell responses and innate mechanisms involving complement, macrophages, and natural killer cells. In the stroma of the most immunologically "hot" tumors, TIL-Bs are prominent components of tertiary lymphoid structures, which resemble lymph nodes structurally and functionally. Additionally, TIL-Bs participate in a variety of other lympho-myeloid aggregates and engage in dynamic interactions with the tumor stroma. Here, we summarize our current understanding of TIL-Bs in human cancer, highlighting the compelling therapeutic opportunities offered by their unique tumor recognition and effector mechanisms.
Collapse
Affiliation(s)
- Céline M Laumont
- Deeley Research Centre, BC Cancer, Victoria, BC V8R 6V5, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC V6T 1Z3, Canada
| | - Brad H Nelson
- Deeley Research Centre, BC Cancer, Victoria, BC V8R 6V5, Canada; Department of Medical Genetics, University of British Columbia, Vancouver, BC V6T 1Z3, Canada; Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC V8P 3E6, Canada.
| |
Collapse
|
5
|
Bari E, Ferrera F, Altosole T, Perteghella S, Mauri P, Rossi R, Passignani G, Mastracci L, Galati M, Astone GI, Mastrogiacomo M, Castagnola P, Fenoglio D, Di Silvestre D, Torre ML, Filaci G. Trojan-horse silk fibroin nanocarriers loaded with a re-call antigen to redirect immunity against cancer. J Immunother Cancer 2023; 11:jitc-2022-005916. [PMID: 36697251 PMCID: PMC9950976 DOI: 10.1136/jitc-2022-005916] [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] [Accepted: 12/23/2022] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND The current challenge for immunotherapies is to generate effective antitumor immunity. Since tumor immune escape mechanisms do not impact pre-existing and consolidated immune responses, we tested the hypothesis of redirecting a pregenerated immunity to cancer: to recall a non-tumor antigen response against the tumor, silk fibroin nanoparticles (SFNs) have been selected as 'Trojan-horse' carriers, promoting the antigen uptake by the tumor cells. METHODS SFNs have been loaded with either ovalbumin (OVA) or CpG oligonucleotide (CpG) as antigen or adjuvant, respectively. In vitro uptake of SFNs by tumor (B16/F10 melanoma and MB49 bladder cancer) or dendritic cells, as well as the presence of OVA-specific T cells in splenic and tumor-infiltrating lymphocytes, were assessed by cytometric analyses. Proof-of-concept of in vivo efficacy was achieved in an OVA-hyperimmune B16/F10 murine melanoma model: SFNs-OVA or SFNs-CpG were injected, separately or in association, into the subcutaneous peritumoral area. Cancer dimensions/survival time were monitored, while, at the molecular level, system biology approaches based on graph theory and experimental proteomic data were performed. RESULTS SFNs were efficiently in vitro uptaken by cancer and dendritic cells. In vivo peritumor administration of SFNs-OVA redirected OVA-specific cytotoxic T cells intratumorally. Proteomics and systems biology showed that peritumoral treatment with either SFNs-OVA or SFNs-CpG dramatically modified tumor microenvironment with respect to the control (CTR), mainly involving functional modules and hubs related to angiogenesis, inflammatory mediators, immune function, T complex and serpins expression, redox homeostasis, and energetic metabolism. Both SFNs-OVA and SFNs-CpG significantly delayed melanoma growth/survival time, and their effect was additive. CONCLUSIONS Both SFNs-OVA and SFNs-CpG induce effective anticancer response through complementary mechanisms and show the efficacy of an innovative active immunotherapy approach based on the redirection of pre-existing immunity against cancer cells. This approach could be universally applied for solid cancer treatments if translated into the clinic using re-call antigens of childhood vaccination.
Collapse
Affiliation(s)
- Elia Bari
- Department of Pharmaceutical Sciences, University of Piemonte Orientale, Novara, Piemonte, Italy
| | - Francesca Ferrera
- Department of Internal Medicine and Centre of Excellence for Biomedical Research, University of Genoa, Genova, Liguria, Italy
| | - Tiziana Altosole
- Department of Internal Medicine and Centre of Excellence for Biomedical Research, University of Genoa, Genova, Liguria, Italy
| | - Sara Perteghella
- Department of Drug Sciences, University of Pavia, Pavia, Lombardia, Italy,PharmaExceed S.r.l, Pavia, Lombardia, Italy
| | - Pierluigi Mauri
- Institute for Biomedical Technologies, ITB CNR, Segrate, Lombardia, Italy
| | - Rossana Rossi
- Institute for Biomedical Technologies, ITB CNR, Segrate, Lombardia, Italy
| | - Giulia Passignani
- Institute for Biomedical Technologies, ITB CNR, Segrate, Lombardia, Italy
| | - Luca Mastracci
- Anatomic Pathology Unit, IRCCS Ospedale Policlinico San Martino, Genova, Liguria, Italy,Department of Surgical and Integrated Diagnostic Sciences, University of Genoa, Genova, Liguria, Italy
| | - Martina Galati
- Department of Internal Medicine and Centre of Excellence for Biomedical Research, University of Genoa, Genova, Liguria, Italy
| | - Giuseppina Iliana Astone
- Department of Internal Medicine and Centre of Excellence for Biomedical Research, University of Genoa, Genova, Liguria, Italy
| | - Maddalena Mastrogiacomo
- Department of Internal Medicine and Centre of Excellence for Biomedical Research, University of Genoa, Genova, Liguria, Italy
| | - Patrizio Castagnola
- Biotherapy Unit, IRCCS Ospedale Policlinico San Martino, Genova, Liguria, Italy
| | - Daniela Fenoglio
- Department of Internal Medicine and Centre of Excellence for Biomedical Research, University of Genoa, Genova, Liguria, Italy,Biotherapy Unit, IRCCS Ospedale Policlinico San Martino, Genova, Liguria, Italy
| | - Dario Di Silvestre
- Institute for Biomedical Technologies, ITB CNR, Segrate, Lombardia, Italy
| | - Maria Luisa Torre
- Department of Pharmaceutical Sciences, University of Piemonte Orientale, Novara, Piemonte, Italy,PharmaExceed S.r.l, Pavia, Lombardia, Italy
| | - Gilberto Filaci
- Department of Internal Medicine and Centre of Excellence for Biomedical Research, University of Genoa, Genova, Liguria, Italy .,Biotherapy Unit, IRCCS Ospedale Policlinico San Martino, Genova, Liguria, Italy
| |
Collapse
|
6
|
Huang B, Su W, Yu D. Data-driven analysis to identify prognostic immune-related biomarkers in BRAF mutated cutaneous melanoma microenvironment. Front Genet 2022; 13:1081418. [DOI: 10.3389/fgene.2022.1081418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 11/21/2022] [Indexed: 12/05/2022] Open
Abstract
Skin cutaneous melanoma is one of the deadly diseases, and more than 50% of the patients have BRAF gene mutations. Evidence suggests that oncogenic BRAF modulates the immune system’s ability to recognize SKCM cells. Due to the complexity of the tumor microenvironment (TME) and a lack of a rational mechanistic basis, it is urgent to investigate the immune infiltration and identify prognostic biomarkers in BRAF mutated SKCM patients. Multiple methods including ESTIMATE algorithm, differential gene analysis, prognostic analysis and immune infiltration analysis were performed to investigate the tumor microenvironment. Based on the patient’s immune score and stromal score, immune-related genes DEGs were identified. Functional analysis revealed that these genes were mainly enriched in biological processes such as immune response, defense response and positive regulation of immune system. Furthermore, we analyzed the immune infiltrating cell components of BRAF mutated patients and revealed 4 hub genes associated with overall survival time. Several cells (Monocyte, Macrophage and Gamma delta cells) have been found to be significantly decreased in immune-high BRAF mutated SKCM group. While CD4+T, CD8+T, CD4 naïve, Tr1, Th2 and many T cell subsets were significantly increased in immune-high group. These immune cells and genes were closely related to each other. This study revealed that the dysregulation of immune function and immune cells may contribute to the poor outcomes of BRAF mutated patients. It is of great significance to our further understanding of the TME and immune dysfunction in BRAF mutated SKCM.
Collapse
|
7
|
Murugan D, Murugesan V, Panchapakesan B, Rangasamy L. Nanoparticle Enhancement of Natural Killer (NK) Cell-Based Immunotherapy. Cancers (Basel) 2022; 14:cancers14215438. [PMID: 36358857 PMCID: PMC9653801 DOI: 10.3390/cancers14215438] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 11/01/2022] [Accepted: 11/02/2022] [Indexed: 11/09/2022] Open
Abstract
Simple Summary Natural killer cells are a part of the native immune response to cancer. NK cell-based immunotherapies are an emerging strategy to kill tumor cells. This paper reviews the role of NK cells, their mechanism of action for killing tumor cells, and the receptors which could serve as potential targets for signaling. In this review, the role of nanoparticles in NK cell activation and increased cytotoxicity of NK cells against cancer are highlighted. Abstract Natural killer (NK) cells are one of the first lines of defense against infections and malignancies. NK cell-based immunotherapies are emerging as an alternative to T cell-based immunotherapies. Preclinical and clinical studies of NK cell-based immunotherapies have given promising results in the past few decades for hematologic malignancies. Despite these achievements, NK cell-based immunotherapies have limitations, such as limited performance/low therapeutic efficiency in solid tumors, the short lifespan of NK cells, limited specificity of adoptive transfer and genetic modification, NK cell rejection by the patient’s immune system, insignificant infiltration of NK cells into the tumor microenvironment (TME), and the expensive nature of the treatment. Nanotechnology could potentially assist with the activation, proliferation, near-real time imaging, and enhancement of NK cell cytotoxic activity by guiding their function, analyzing their performance in near-real time, and improving immunotherapeutic efficiency. This paper reviews the role of NK cells, their mechanism of action in killing tumor cells, and the receptors which could serve as potential targets for signaling. Specifically, we have reviewed five different areas of nanotechnology that could enhance immunotherapy efficiency: nanoparticle-assisted immunomodulation to enhance NK cell activity, nanoparticles enhancing homing of NK cells, nanoparticle delivery of RNAi to enhance NK cell activity, genetic modulation of NK cells based on nanoparticles, and nanoparticle activation of NKG2D, which is the master regulator of all NK cell responses.
Collapse
Affiliation(s)
- Dhanashree Murugan
- School of Biosciences & Technology (SBST), Vellore Institute of Technology (VIT), Vellore 632014, India
- Drug Discovery Unit (DDU), Centre for Biomaterials, Cellular and Molecular Theranostics (CBCMT), Vellore Institute of Technology (VIT), Vellore 632014, India
| | - Vasanth Murugesan
- Drug Discovery Unit (DDU), Centre for Biomaterials, Cellular and Molecular Theranostics (CBCMT), Vellore Institute of Technology (VIT), Vellore 632014, India
- School of Advanced Sciences (SAS), Vellore Institute of Technology (VIT), Vellore 632014, India
| | - Balaji Panchapakesan
- Small Systems Laboratory, Department of Mechanical Engineering, Worcester Polytechnic Institute, Worcester, MA 01609, USA
- Correspondence: (B.P.); (L.R.)
| | - Loganathan Rangasamy
- Drug Discovery Unit (DDU), Centre for Biomaterials, Cellular and Molecular Theranostics (CBCMT), Vellore Institute of Technology (VIT), Vellore 632014, India
- Correspondence: (B.P.); (L.R.)
| |
Collapse
|
8
|
Xu M, Chang J, Wang W, Wang X, Wang X, Weng W, Tan C, Zhang M, Ni S, Wang L, Huang Z, Deng Z, Li W, Huang D, Sheng W. Classification of colon adenocarcinoma based on immunological characterizations: Implications for prognosis and immunotherapy. Front Immunol 2022; 13:934083. [PMID: 35967414 PMCID: PMC9363576 DOI: 10.3389/fimmu.2022.934083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 06/28/2022] [Indexed: 12/03/2022] Open
Abstract
Accurate immune molecular typing is pivotal for screening out patients with colon adenocarcinoma (COAD) who may benefit from immunotherapy and whose tumor microenvironment (TME) was needed for reprogramming to beneficial immune-mediated responses. However, little is known about the immune characteristic of COAD. Here, by calculating the enrichment score of immune characteristics in three online COAD datasets (TCGA-COAD, GSE39582, and GSE17538), we identified 17 prognostic-related immune characteristics that overlapped in at least two datasets. We determined that COADs could be stratified into three immune subtypes (IS1–IS3), based on consensus clustering of these 17 immune characteristics. Each of the three ISs was associated with distinct clinicopathological characteristics, genetic aberrations, tumor-infiltrating immune cell composition, immunophenotyping (immune “hot” and immune “cold”), and cytokine profiles, as well as different clinical outcomes and immunotherapy/therapeutic response. Patients with the IS1 tumor had high immune infiltration but immunosuppressive phenotype, IS3 tumor is an immune “hot” phenotype, whereas those with the IS2 tumor had an immune “cold” phenotype. We further verified the distinct immune phenotype of IS1 and IS3 by an in-house COAD cohort. We propose that the immune subtyping can be utilized to identify COAD patients who will be affected by the tumor immune microenvironment. Furthermore, the ISs may provide a guide for personalized cancer immunotherapy and for tumor prognosis.
Collapse
Affiliation(s)
- Midie Xu
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical college, Fudan University, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Jinjia Chang
- Department of Oncology, Shanghai Medical college, Fudan University, Shanghai, China
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Wenfeng Wang
- Shanghai Urological Cancer Institute, Cancer Institute, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China
| | - Xin Wang
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical college, Fudan University, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Xu Wang
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical college, Fudan University, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Weiwei Weng
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical college, Fudan University, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Cong Tan
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical college, Fudan University, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Meng Zhang
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical college, Fudan University, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Shujuan Ni
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical college, Fudan University, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Lei Wang
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical college, Fudan University, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
| | - Zhaohui Huang
- Wuxi Cancer Institute, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Zhenzhong Deng
- Department of Oncology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
- *Correspondence: Weiqi Sheng, ; Dan Huang, ; Wenhua Li, ; Zhenzhong Deng,
| | - Wenhua Li
- Department of Oncology, Shanghai Medical college, Fudan University, Shanghai, China
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- *Correspondence: Weiqi Sheng, ; Dan Huang, ; Wenhua Li, ; Zhenzhong Deng,
| | - Dan Huang
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical college, Fudan University, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
- *Correspondence: Weiqi Sheng, ; Dan Huang, ; Wenhua Li, ; Zhenzhong Deng,
| | - Weiqi Sheng
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical college, Fudan University, Shanghai, China
- Institute of Pathology, Fudan University, Shanghai, China
- *Correspondence: Weiqi Sheng, ; Dan Huang, ; Wenhua Li, ; Zhenzhong Deng,
| |
Collapse
|