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Chen D, Zhang H, Zhao L, Liu X, Lou Y, Wu P, Xue S, Jiang H. RILPL2 as a potential biomarker for predicting enhanced T cell infiltration in non-small cell lung cancer. Immunol Res 2024; 72:1174-1184. [PMID: 39078518 PMCID: PMC11564405 DOI: 10.1007/s12026-024-09520-6] [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: 07/01/2024] [Accepted: 07/19/2024] [Indexed: 07/31/2024]
Abstract
Our previous bioinformatics analysis has revealed that Rab-interacting lysosomal protein-like 2 (RILPL2) is associated with tumor immune microenvironment in non-small cell lung cancer (NSCLC). In our study, we collected 140 patients with primary NSCLC to verify the RILPL2 expression and its prognostic value, the relationship between RILPL2 expression and CD4+, CD8+T cell infiltration. A total of 140 patients who had been diagnosed with primary NSCLC (including 66 lung adenocarcinomas and 74 lung squamous cell carcinomas) were enrolled in our study. Immunohistochemical (IHC) staining was performed to analyze the expression of RILPL2, CD4, and CD8 in these patients. Compared with peri-cancer tissues, the RILPL2 expression in NSCLC tissues was significantly lower (P < 0.0001). RILPL2 expression was significantly related to clinical stage (P = 0.019), and low RILPL2 expression indicated higher stage. Low RILPL2 expression predicted worse overall survival (OS) in NSCLC patients (P = 0.017). Correlational analyses revealed that RILPL2 expression was significantly positively correlated with CD4+T cell infiltration in NSCLC (R = 0.294, P < 0.001), LUAD subgroup (R = 0.256, P = 0.038), and LUSC subgroup (R = 0.333, P = 0.004); RILPL2 expression was also significantly positively correlated with CD8+ T cell infiltration in NSCLC (R = 0.263, P = 0.002), LUAD subgroup (R = 0.280, P = 0.023), and LUSC subgroup (R = 0.250, P = 0.031). In conclusion, RILPL2 expression was downregulated in NSCLC; low RILPL2 expression was significantly related to higher stage and worse prognosis; RILPL2 expression was significantly positively correlated with CD4+, CD8+T cell infiltration.
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Affiliation(s)
- Dongfang Chen
- Department of Respiratory and Critical Care Medicine, Renji Hospital Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Hongyan Zhang
- Department of Respiratory and Critical Care Medicine, Renji Hospital Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Lifang Zhao
- Department of Respiratory and Critical Care Medicine, Renji Hospital Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Xueqing Liu
- Department of Respiratory and Critical Care Medicine, Renji Hospital Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Yueyan Lou
- Department of Respiratory and Critical Care Medicine, Renji Hospital Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Peiling Wu
- Department of Respiratory and Critical Care Medicine, Renji Hospital Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China
| | - Shan Xue
- Department of Respiratory and Critical Care Medicine, Renji Hospital Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China.
| | - Handong Jiang
- Department of Respiratory and Critical Care Medicine, Renji Hospital Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China.
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Vamvini M, Nigro P, Caputo T, Stanford KI, Hirshman MF, Middelbeek RJW, Goodyear LJ. Exercise training and cold exposure trigger distinct molecular adaptations to inguinal white adipose tissue. Cell Rep 2024; 43:114481. [PMID: 39003734 PMCID: PMC11309084 DOI: 10.1016/j.celrep.2024.114481] [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: 10/31/2023] [Revised: 03/29/2024] [Accepted: 06/25/2024] [Indexed: 07/16/2024] Open
Abstract
Exercise training and cold exposure both improve systemic metabolism, but the mechanisms are not well established. Here, we tested the hypothesis that inguinal white adipose tissue (iWAT) adaptations are critical for these beneficial effects and determined the impact of exercise-trained and cold-exposed iWAT on systemic glucose metabolism and the iWAT proteome and secretome. Transplanting trained iWAT into sedentary mice improves glucose tolerance, while cold-exposed iWAT transplantation shows no such benefit. Compared to training, cold leads to more pronounced alterations in the iWAT proteome and secretome, downregulating >2,000 proteins but also boosting the thermogenic capacity of iWAT. In contrast, only training increases extracellular space and vesicle transport proteins, and only training upregulates proteins that correlate with favorable fasting glucose, suggesting fundamental changes in trained iWAT that mediate tissue-to-tissue communication. This study defines the unique exercise training- and cold exposure-induced iWAT proteomes, revealing distinct mechanisms for the beneficial effects of these interventions on metabolic health.
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Affiliation(s)
- Maria Vamvini
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA; Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Pasquale Nigro
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA
| | - Tiziana Caputo
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA
| | - Kristin I Stanford
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA; Department of Physiology and Cell Biology, Diabetes and Metabolism Research Center, Dorothy M. Davis Heart and Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Michael F Hirshman
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA
| | - Roeland J W Middelbeek
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA; Division of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Laurie J Goodyear
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA, USA.
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3
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He H, Jamal M, Zeng X, Lei Y, Xiao D, Wei Z, Zhang C, Zhang X, Pan S, Ding Q, Tan H, Xie S, Zhang Q. Matrin-3 acts as a potential biomarker and promotes hepatocellular carcinoma progression by interacting with cell cycle-regulating genes. Cell Cycle 2024; 23:15-35. [PMID: 38252499 PMCID: PMC11005806 DOI: 10.1080/15384101.2024.2305535] [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: 01/15/2023] [Accepted: 01/09/2024] [Indexed: 01/24/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the leading causes of cancer-related mortality worldwide. The oncogenic role of Matrin-3 (MATR3), an a nuclear matrix protein, in HCC remains largely unknown. Here, we document the biological function of MATR3 in HCC based on integrated bioinformatics analysis and functional studies. According to the TCGA database, MATR3 expression was found to be positively correlated with clinicopathological characteristics in HCC. The receiver operating characteristic (ROC) curve and Kaplan-Meier (KM) curve displayed the diagnostic and prognostic potentials of MATR3 in HCC patients, respectively. Pathway enrichment analysis represented the enrichment of MATR3 in various molecular pathways, including the regulation of the cell cycle. Functional assays in HCC cell lines showed reduced proliferation of cells with stable silencing of MATR3. At the same time, the suppressive effects of MATR3 depletion on HCC development were verified by xenograft tumor experiments. Moreover, MATR3 repression also resulted in cell cycle arrest by modulating the expression of cell cycle-associated genes. In addition, the interaction of MATR3 with cell cycle-regulating factors in HCC cells was further corroborated with co-immunoprecipitation and mass spectrometry (Co-IP/MS). Furthermore, CIBERSORT and TIMER analyses showed an association between MATR3 and immune infiltration in HCC. In general, this study highlights the novel oncogenic function of MATR3 in HCC, which could comprehensively address how aberrant changes in the cell cycle promote HCC development. MATR3 might serve as a prognostic predictor and therapeutic target for HCC patients.
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Affiliation(s)
- Hengjing He
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Muhammad Jamal
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Xingruo Zeng
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Yufei Lei
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Di Xiao
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Zimeng Wei
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Chengjie Zhang
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Xiaoyu Zhang
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, China
| | - Shan Pan
- School of Medicine, Wuhan University of Science and Technology, Wuhan, China
| | - Qianshan Ding
- School of Medicine, Northwest University, Xian, China
| | - Haiyan Tan
- Gastrointestinal Surgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Songping Xie
- Department of Thoracic Surgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Qiuping Zhang
- Department of Immunology, School of Basic Medical Sciences, Wuhan University, Wuhan, China
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan University, Wuhan, China
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4
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Vamvini M, Nigro P, Caputo T, Stanford KI, Hirshman MF, Middelbeek RJ, Goodyear LJ. Exercise Training and Cold Exposure Trigger Distinct Molecular Adaptations to Inguinal White Adipose Tissue. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.16.562635. [PMID: 37905018 PMCID: PMC10614850 DOI: 10.1101/2023.10.16.562635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Exercise training and cold exposure both improve systemic metabolism, but the mechanisms are not well-established. We tested the hypothesis that adaptations to inguinal white adipose tissue (iWAT) are critical for these beneficial effects by determining the impact of exercise-trained and cold-exposed iWAT on systemic glucose metabolism and the iWAT proteome and secretome. Transplanting trained iWAT into sedentary mice improved glucose tolerance, while cold-exposed iWAT transplantation showed no such benefit. Compared to training, cold led to more pronounced alterations in the iWAT proteome and secretome, downregulating >2,000 proteins but also boosting iWAT's thermogenic capacity. In contrast, only training increased extracellular space and vesicle transport proteins, and only training upregulated proteins that correlate with favorable fasting glucose, suggesting fundamental changes in trained iWAT that mediate tissue-to-tissue communication. This study defines the unique exercise training- and cold exposure-induced iWAT proteomes, revealing distinct mechanisms for the beneficial effects of these interventions on metabolic health.
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Affiliation(s)
- Maria Vamvini
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA
- Division of Endocrinology, Diabetes and Metabolism, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Pasquale Nigro
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA
| | - Tiziana Caputo
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA
| | - Kristin I. Stanford
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA
- Department of Physiology and Cell Biology, Diabetes and Metabolism Research Center, Dorothy M. Davis Heart and Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Michael F. Hirshman
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA
| | - Roeland J.W. Middelbeek
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA
- Division of Endocrinology, Diabetes and Metabolism, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Laurie J. Goodyear
- Section on Integrative Physiology and Metabolism, Joslin Diabetes Center, Harvard Medical School, Boston, MA
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5
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Zeng L, Liang L, Fang X, Xiang S, Dai C, Zheng T, Li T, Feng Z. Glycolysis induces Th2 cell infiltration and significantly affects prognosis and immunotherapy response to lung adenocarcinoma. Funct Integr Genomics 2023; 23:221. [PMID: 37400733 DOI: 10.1007/s10142-023-01155-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 06/22/2023] [Accepted: 06/25/2023] [Indexed: 07/05/2023]
Abstract
Glycolysis has a major role in cancer progression and can affect the tumor immune microenvironment, while its specific role in lung adenocarcinoma (LUAD) remains poorly studied. We obtained publicly available data from The Cancer Genome Atlas and Gene Expression Omnibus databases and used R software to analyze the specific role of glycolysis in LUAD. The Single Sample Gene Set Enrichment Analysis (ssGSEA) indicated a correlation between glycolysis and unfavorable clinical outcome, as well as a repression effect on the immunotherapy response of LUAD patients. Pathway enrichment analysis revealed a significant enrichment of MYC targets, epithelial-mesenchymal transition (EMT), hypoxia, G2M checkpoint, and mTORC1 signaling pathways in patients with higher activity of glycolysis. Immune infiltration analysis showed a higher infiltration of M0 and M1 macrophages in patients with elevated activity of glycolysis. Moreover, we developed a prognosis model based on six glycolysis-related genes, including DLGAP5, TOP2A, KIF20A, OIP5, HJURP, and ANLN. Both the training and validation cohorts demonstrated the high efficiency of prognostic prediction in this model, which identified that patients with high risk may have a poorer prognosis and lower sensitivity to immunotherapy. Additionally, we also found that Th2 cell infiltration may predict poorer survival and resistance to immunotherapy. The study indicated that glycolysis is significantly associated with poor prognosis in patients with LUAD and immunotherapy resistance, which might be partly dependent on the Th2 cell infiltration. Additionally, the signature comprised of six genes related to glycolysis showed promising predictive value for LUAD prognosis.
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Affiliation(s)
- Liping Zeng
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Rd, Nanning, 530021, Guangxi Zhuang Autonomous Region, China
- College of Basic Medicine, Hunan University of Medicine, 492 Jinxi South Rd, Huaihua, 418000, China
| | - Lu Liang
- Department of Pathology, The First Affiliated Hospital of Hunan University of Medicine, Yushi RD, Huaihua, 418000, China
| | - Xianlei Fang
- College of Basic Medicine, Hunan University of Medicine, 492 Jinxi South Rd, Huaihua, 418000, China
| | - Sha Xiang
- College of Basic Medicine, Hunan University of Medicine, 492 Jinxi South Rd, Huaihua, 418000, China
| | - Chenglong Dai
- Department of Physical Diagnosis, The First Affiliated Hospital of Hunan University of Medicine, 383 Yushi RD, Huaihua, 418000, China
| | - Tao Zheng
- Department of Radiotherapy Oncology, The No. 2 People's Hospital of Huaihua, Huaihua, 418000, China
| | - Tian Li
- School of Basic Medicine, Fourth Military Medical University, Xi'an, 710032, China.
| | - Zhenbo Feng
- Department of Pathology, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Rd, Nanning, 530021, Guangxi Zhuang Autonomous Region, China.
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