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Zeng H, Geng X, Wan H, Qu X, Tang S, Zhang R, Zhou M, Yu Z, Pan J, Zheng H, Zhu Y, Huang S, Huang D. A Molecular Signature of the Ubiquitin-Proteasome System for Forecasting Prognosis in Thyroid Carcinoma Patients. J Inflamm Res 2024; 17:10397-10419. [PMID: 39654864 PMCID: PMC11627108 DOI: 10.2147/jir.s499820] [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: 10/08/2024] [Accepted: 11/28/2024] [Indexed: 12/12/2024] Open
Abstract
Background The ubiquitin-proteasome system (UPS) is vital for protein quality control and its dysregulation is linked to diseases, including cancer. Targeting the UPS is becoming a promising approach in cancer therapy. However, the role of UPS modulation in thyroid carcinoma (THCA) remains to be fully elucidated. Methods Initially, we utilized data from The Cancer Genome Atlas (TCGA) database to employ weighted gene co-expression network analysis (WGCNA) with LASSO regression to develop a prognostic model for core UPS genes implicated in THCA. Subsequently, we stratified the THCA training set into two distinct subtypes based on ubiquitin-proteasome system prognostic model score (UPS-PMS) characteristics. Key genes within the model were then subjected to functional analysis, immunotherapy evaluation, and drug sensitivity studies. Results We delineated a prognostic model of the UPS comprising six genes, which we subsequently demonstrated was capable of forecasting patient prognosis. Moreover, our findings indicated a substantial correlation between UPS-PMS and immune microenvironmental factors, notably a negative correlation with myeloid immune cells and a potential influence on the Th1 to Th2 cells ratio. Especially, we observed a significant association between high UPS-PMS and an immunosuppressive microenvironment. Then, we elucidated the biological distinctions among various THCA sample subtypes, highlighting that the cluster_1 subtype is associated with an unfavorable prognosis. Of note, KCNA1 was identified as a pivotal prognostic gene within the UPS-PMS framework. We constructed a three-tiered regulatory network centered on KCNA1-related competing endogenous RNA (ceRNA). Furthermore, our results suggested that KCNA1 has potential as a target for immunotherapeutic strategies. Concurrently, drug sensitivity analyses demonstrated that high KCNA1 expression promoted gemcitabine resistance in patients, while KCNA1 knockdown increased sensitivity to gemcitabine. Conclusion In conclusion, we developed a novel UPS-based prognostic model for THCA, identified key gene KCNA1, and assessed immunotherapy and drug sensitivity, revealing new therapeutic targets.
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Affiliation(s)
- Hong Zeng
- Department of Thyroid Surgery, Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
- Second College of Clinical Medicine, Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
| | - Xitong Geng
- Second College of Clinical Medicine, Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
| | - Hao Wan
- First College of Clinical Medicine, Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
| | - Xiaoyu Qu
- Second College of Clinical Medicine, Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
| | - Shengwei Tang
- Second College of Clinical Medicine, Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
| | - Ruiyu Zhang
- First College of Clinical Medicine, Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
| | - Minqin Zhou
- Second College of Clinical Medicine, Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
| | - Zichuan Yu
- Second College of Clinical Medicine, Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
| | - Jingying Pan
- First College of Clinical Medicine, Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
| | - Hao Zheng
- Second College of Clinical Medicine, Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
| | - Yanting Zhu
- Second College of Clinical Medicine, Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
| | - Shuhan Huang
- Second College of Clinical Medicine, Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
| | - Da Huang
- Department of Thyroid Surgery, Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi Province, People’s Republic of China
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Yang M, Shulkin N, Gonzalez E, Castillo J, Yan C, Zhang K, Arvanitis L, Borok Z, Wallace WD, Raz D, Torres ETR, Marconett CN. Cell of origin alters myeloid-mediated immunosuppression in lung adenocarcinoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.19.599651. [PMID: 38948812 PMCID: PMC11213232 DOI: 10.1101/2024.06.19.599651] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Solid carcinomas are often highly heterogenous cancers, arising from multiple epithelial cells of origin. Yet, how the cell of origin influences the response of the tumor microenvironment is poorly understood. Lung adenocarcinoma (LUAD) arises in the distal alveolar epithelium which is populated primarily by alveolar epithelial type I (AT1) and type II (AT2) cells. It has been previously reported that Gramd2 + AT1 cells can give rise to a histologically-defined LUAD that is distinct in pathology and transcriptomic identity from that arising from Sftpc + AT2 cells1,2. To determine how cells of origin influence the tumor immune microenvironment (TIME) landscape, we comprehensively characterized transcriptomic, molecular, and cellular states within the TIME of Gramd2 + AT1 and Sftpc + AT2-derived LUAD using KRASG12D oncogenic driver mouse models. Myeloid cells within the Gramd2 + AT1-derived LUAD TIME were increased, specifically, immunoreactive monocytes and tumor associated macrophages (TAMs). In contrast, the Sftpc + AT2 LUAD TIME was enriched for Arginase-1+ myeloid derived suppressor cells (MDSC) and TAMs expressing profiles suggestive of immunosuppressive function. Validation of immune infiltration was performed using flow cytometry, and intercellular interaction analysis between the cells of origin and major myeloid cell populations indicated that cell-type specific markers SFTPD in AT2 cells and CAV1 in AT1 cells mediated unique interactions with myeloid cells of the differential immunosuppressive states within each cell of origin mouse model. Taken together, Gramd2 + AT1-derived LUAD presents with an anti-tumor, immunoreactive TIME, while the TIME of Sftpc + AT2-derived LUAD has hallmarks of immunosuppression. This study suggests that LUAD cell of origin influences the composition and suppression status of the TIME landscape and may hold critical implications for patient response to immunotherapy.
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Affiliation(s)
- Minxiao Yang
- Department of Integrative Translational Sciences, Beckman Research Institute, City of Hope, Duarte, CA USA 91010
- Department of Surgery, University of Southern California, Los Angeles, CA USA 90089
- Department of Translational Genomics, University of Southern California, Los Angeles, CA USA 90089
| | - Noah Shulkin
- Department of Integrative Translational Sciences, Beckman Research Institute, City of Hope, Duarte, CA USA 91010
| | - Edgar Gonzalez
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA USA 90089
| | - Jonathan Castillo
- Department of Integrative Translational Sciences, Beckman Research Institute, City of Hope, Duarte, CA USA 91010
| | - Chunli Yan
- Department of Surgery, University of Southern California, Los Angeles, CA USA 90089
| | - Keqiang Zhang
- Division of Thoracic Surgery, Department of Surgery, City of Hope National Medical Center, City of Hope, Duarte, CA USA 91010
| | - Leonidas Arvanitis
- Department of Pathology, City of Hope National Medical Center, City of Hope, Duarte, CA USA 91010
| | - Zea Borok
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California, San Diego, La Jolla, CA USA 92093
| | - W. Dean Wallace
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, CA USA 90089
| | - Dan Raz
- Division of Thoracic Surgery, Department of Surgery, City of Hope National Medical Center, City of Hope, Duarte, CA USA 91010
| | - Evanthia T. Roussos Torres
- Department of Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA USA 90089
| | - Crystal N. Marconett
- Department of Integrative Translational Sciences, Beckman Research Institute, City of Hope, Duarte, CA USA 91010
- Department of Surgery, University of Southern California, Los Angeles, CA USA 90089
- Department of Translational Genomics, University of Southern California, Los Angeles, CA USA 90089
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Xiao Y, Liu R, Li N, Li Y, Huang X. Role of the ubiquitin-proteasome system on macrophages in the tumor microenvironment. J Cell Physiol 2024; 239:e31180. [PMID: 38219045 DOI: 10.1002/jcp.31180] [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: 09/06/2023] [Revised: 11/14/2023] [Accepted: 12/12/2023] [Indexed: 01/15/2024]
Abstract
Tumor-associated macrophages (TAMs) are key components of the tumor microenvironment, and their different polarization states play multiple roles in tumors by secreting cytokines, chemokines, and so on, which are closely related to tumor development. In addition, the enrichment of TAMs is often associated with poor prognosis of tumors. Thus, targeting TAMs is a potential tumor treatment strategy, in which therapeutic approaches such as reducing TAMs numbers, remodeling TAMs phenotypes, and altering their functions are being extensively investigated. Meanwhile, the ubiquitin-proteasome system (UPS), an important mechanism of protein hydrolysis in eukaryotic cells, participates in cellular processes by regulating the activity and stability of key proteins. Interestingly, UPS plays a dual role in the process of tumor development, and its role in TAMs deserve to be investigated in depth. This review builds on this foundation to further explore the multiple roles of UPS on TAMs and identifies a promising approach to treat tumors by targeting TAMs with UPS.
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Affiliation(s)
- Yue Xiao
- First School of Clinical Medicine, Nanchang University, Nanchang, China
| | - Ruiqian Liu
- School of Future Technology, Nanchang University, Nanchang, China
| | - Na Li
- School of Future Technology, Nanchang University, Nanchang, China
| | - Yong Li
- Department of Anesthesiology, Medical Center of Anesthesiology and Pain, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Xuan Huang
- The National Engineering Research Center for Bioengineering Drugs and the Technologies, Institute of Translational Medicine, Nanchang University, Nanchang, China
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