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Zhou S, Zhang Y, Belmar J, Hou C, Zhang Y, Peng C, Meng Y, Li Z, Mughal MJ, Gao Y, Seto E, Shen M, Hall MD, Ma J, Ma CX, Li S, Zhu W. Stabilization of RUNX1 Induced by O-GlcNAcylation Promotes PDGF-BB-Mediated Resistance to CDK4/6 Inhibitors in Breast Cancer. Cancer Res 2025; 85:1708-1724. [PMID: 39937190 DOI: 10.1158/0008-5472.can-24-2492] [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: 07/18/2024] [Revised: 12/01/2024] [Accepted: 02/06/2025] [Indexed: 02/13/2025]
Abstract
Cyclin-dependent kinases 4 and 6 (CDK4/6) are crucial in regulating cell-cycle progression and cancer development. Targeting CDK4/6 has shown considerable promise in treating various cancers, including breast cancer. Despite significant therapeutic efficacy, resistance to CDK4/6 inhibitors (CDK4/6i), such as palbociclib, remains a substantial hurdle in clinical practice. Using a coculture system, cytokine array, and quantitative high-throughput combinatorial screening, we discovered a mechanism by which the Runt-related transcription factor (RUNX) 1-platelet-derived growth factor (PDGF)-BB axis regulates palbociclib resistance in breast cancer cells. Specifically, RUNX1 functioned as a transcription factor to drive expression of PDGFB, leading to resistance to palbociclib by enhancing the Akt pathway and suppressing senescence. Furthermore, in resistant cells, RUNX1 was O-GlcNAcylated at serine 252 by O-GlcNAc transferase, resulting in the stabilization of RUNX1 by preventing ubiquitin-mediated degradation. Inhibition of the RUNX1-PDGF-BB axis by specific inhibitors overcame palbociclib resistance both in vitro and in vivo. Notably, the RUNX1-PDGF-BB axis was upregulated in resistant patient-derived xenograft lines and in patients with breast cancer following treatment with CDK4/6i. These findings not only unveil O-GlcNAcylation-mediated activation of a RUNX1-PDGF-BB pathway as a driver of palbociclib resistance but also provide clinical evidence supporting the repurposing of FDA-approved PDGFR inhibitors as a therapeutic strategy to treat patients with CDK4/6i-resistant breast cancer. Significance: RUNX1-PDGF-BB signaling drives resistance to CDK4/6 inhibition in breast cancer, providing the foundation to develop approaches to target the RUNX1-PDGF-BB axis to overcome CDK4/6 inhibitor resistance in breast cancer patients.
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Affiliation(s)
- Shuyan Zhou
- Department of Biochemistry and Molecular Medicine, GWU Cancer Center, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Yi Zhang
- Department of Biochemistry and Molecular Medicine, GWU Cancer Center, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Julie Belmar
- Department of Medicine, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Chunyan Hou
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia
| | - Yaqin Zhang
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, Maryland
| | - Changmin Peng
- Department of Biochemistry and Molecular Medicine, GWU Cancer Center, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Yunxiao Meng
- Laboratory & Molecular and Genomic Pathology, Department of Laboratory and Transfusion Services, The George Washington University Hospital, Washington, District of Columbia
| | - Zhuqing Li
- Department of Biochemistry and Molecular Medicine, GWU Cancer Center, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Muhammad Jameel Mughal
- Department of Biochemistry and Molecular Medicine, GWU Cancer Center, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Yanjun Gao
- Department of Biochemistry and Molecular Medicine, GWU Cancer Center, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Edward Seto
- Department of Biochemistry and Molecular Medicine, GWU Cancer Center, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
| | - Min Shen
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, Maryland
| | - Matthew D Hall
- Division of Preclinical Innovation, National Center for Advancing Translational Sciences (NCATS), National Institutes of Health (NIH), Rockville, Maryland
| | - Junfeng Ma
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, District of Columbia
| | - Cynthia X Ma
- Division of Oncology, Department of Internal Medicine, Washington University School of Medicine in St Louis, St. Louis, Missouri
| | - Shunqiang Li
- Department of Medicine, Washington University School of Medicine in St Louis, St Louis, Missouri
| | - Wenge Zhu
- Department of Biochemistry and Molecular Medicine, GWU Cancer Center, George Washington University School of Medicine and Health Sciences, Washington, District of Columbia
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Wu Y, Li N, Shang J, Jiang J, Liu X. Identification of cancer-associated fibroblast subtypes and prognostic model development in breast cancer: role of the RUNX1/SDC1 axis in promoting invasion and metastasis. Cell Biol Toxicol 2025; 41:21. [PMID: 39753834 PMCID: PMC11698906 DOI: 10.1007/s10565-024-09950-w] [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: 07/07/2024] [Accepted: 11/20/2024] [Indexed: 01/06/2025]
Abstract
In this study, we identified cancer-associated fibroblast (CAF) molecular subtypes and developed a CAF-based prognostic model for breast cancer (BRCA). The heterogeneity of cancer-associated fibroblasts (CAFs) and their significant involvement in the advancement of BRCA were discovered employing single-cell RNA sequencing. Notably, we discovered that the RUNX1/SDC1 axis enhances BRCA cell invasion and metastasis. RUNX1 transcriptionally upregulates SDC1, which facilitates extracellular matrix remodeling and promotes tumor cell migration. This finding highlights the vital contribution of CAFs to the tumor microenvironment and provides new potential targets for therapeutic intervention. The predictive model showcased remarkable precision in anticipating patient outcomes and could guide personalized treatment strategies.
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Affiliation(s)
- Yunhao Wu
- Department of General Surgery, Shengjing Hospital of China Medical University, Pancreatic and Thyroid Ward, Shenyang, 110004, P. R. China
| | - Nu Li
- Department of Breast surgery, The First Hospital of China Medical University, Shenyang, 110004, P.R. China
| | - Jin Shang
- Department of Radiology, Shengjing Hospital of China Medical University, Shenyang, 110004, P. R. China
| | - Jiazi Jiang
- Department of Emergency, The First Hospital of China Medical University, No.155 Nanjing Road, Heping District, Shenyang, 110001, Liaoning Province, P. R. China.
| | - Xiaoliang Liu
- Department of Emergency, The First Hospital of China Medical University, No.155 Nanjing Road, Heping District, Shenyang, 110001, Liaoning Province, P. R. China.
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Liu Z, Liu F, Petinrin OO, Wang F, Zhang Y, Wong KC. Uncovering the ceRNA Network Related to the Prognosis of Stomach Adenocarcinoma Among 898 Patient Samples. Biochem Genet 2024; 62:4770-4790. [PMID: 38361095 PMCID: PMC11604743 DOI: 10.1007/s10528-023-10656-7] [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: 02/09/2023] [Accepted: 12/29/2023] [Indexed: 02/17/2024]
Abstract
Stomach adenocarcinoma (STAD) patients are often associated with significantly high mortality rates and poor prognoses worldwide. Among STAD patients, competing endogenous RNAs (ceRNAs) play key roles in regulating one another at the post-transcriptional stage by competing for shared miRNAs. In this study, we aimed to elucidate the roles of lncRNAs in the ceRNA network of STAD, uncovering the molecular biomarkers for target therapy and prognosis. Specifically, a multitude of differentially expressed lncRNAs, miRNAs, and mRNAs (i.e., 898 samples in total) was collected and processed from TCGA. Cytoplasmic lncRNAs were kept for evaluating overall survival (OS) time and constructing the ceRNA network. Differentially expressed mRNAs in the ceRNA network were also investigated for functional and pathological insights. Interestingly, we identified one ceRNA network including 13 lncRNAs, 25 miRNAs, and 9 mRNAs. Among them, 13 RNAs were found related to the patient survival time; their individual risk score can be adopted for prognosis inference. Finally, we constructed a comprehensive ceRNA regulatory network for STAD and developed our own risk-scoring system that can predict the OS time of STAD patients by taking into account the above.
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Affiliation(s)
- Zhe Liu
- Department of Computer Science, City University of Hong Kong, Hong Kong, China
| | - Fang Liu
- College of Chemistry and Chemical Engineering, Central South University, Changsha, China
| | | | - Fuzhou Wang
- Department of Computer Science, City University of Hong Kong, Hong Kong, China
| | - Yu Zhang
- College of Life Sciences, Xinyang Normal University, Xinyang, China
| | - Ka-Chun Wong
- Department of Computer Science, City University of Hong Kong, Hong Kong, China.
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Tuo Z, Zhang H, He K, Jiang Z, Jiang C, Chen X, Yuan H. Pan-cancer analysis of STAT3 indicates its potential prognostic value and correlation with immune cell infiltration in prostate cancer. Discov Oncol 2024; 15:654. [PMID: 39541053 PMCID: PMC11564492 DOI: 10.1007/s12672-024-01527-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Targeting the STAT3 signaling pathway is a promising therapeutic approach for cancer patients. However, the association between STAT3 expression, the tumor immune microenvironment, and genetic variation remains unclear across human cancers, especially prostate cancer. METHODS We used R software and other tools to analyze pan-cancer and mutation data from publicly available databases statistically. A comprehensive investigation was performed to assess the genetic heterogeneity and clinical relevance of STAT3 in various malignancies, with a specific focus on its role in the immune landscape and prognostic significance in prostate cancer. The findings were validated through immunohistochemistry (IHC) and multiplex immunofluorescence (mIF). RESULTS STAT3 expression is abnormal in the majority of cancer tissues, which is strongly correlated with these patients' prognosis. Eight measures of tumor heterogeneity and six measures of tumor stemness of multiple tumor types showed a strong correlation with STAT3 expression. Furthermore, in individuals with prostate cancer, STAT3 expression indicated the degree of immune cell infiltration and the advancement of the disease. IHC analysis revealed that STAT3 was down-regulated in prostate tumor tissues, while mIF analysis demonstrated that STAT3 signaling (p-STAT3) was extensively active in tumor tissues and positive lymph node tissues. CONCLUSION STAT3 may serve as a valuable prognostic biomarker and therapeutic target across various cancers, with particular relevance to prostate cancer.
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Affiliation(s)
- Zhouting Tuo
- Department of Urology, Peking University Shenzhen Hospital, Shenzhen, People's Republic of China
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, People's Republic of China
| | - Hesong Zhang
- Department of Hepatobiliary Surgery, The Second People's Hospital of Wuhu, Wuhu, People's Republic of China
| | - Ke He
- Department of Urology, Peking University Shenzhen Hospital, Shenzhen, People's Republic of China
| | - Zhiwei Jiang
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, People's Republic of China
| | - Chao Jiang
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, People's Republic of China
| | - Xin Chen
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, People's Republic of China.
| | - Haichao Yuan
- Department of Urology, Peking University Shenzhen Hospital, Shenzhen, People's Republic of China.
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Wenqiang D, Novin A, Liu Y, Afzal J, Suhail Y, Liu S, Gavin NR, Jorgensen JR, Morosky CM, Figueroa R, Schmidt TA, Sanders M, Brewer MA, Kshitiz. Scar matrix drives Piezo1 mediated stromal inflammation leading to placenta accreta spectrum. Nat Commun 2024; 15:8379. [PMID: 39333481 PMCID: PMC11436960 DOI: 10.1038/s41467-024-52351-0] [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: 01/31/2023] [Accepted: 09/03/2024] [Indexed: 09/29/2024] Open
Abstract
Scar tissue formation is a hallmark of wound repair in adults and can chronically affect tissue architecture and function. To understand the general phenomena, we sought to explore scar-driven imbalance in tissue homeostasis caused by a common, and standardized surgical procedure, the uterine scar due to cesarean surgery. Deep uterine scar is associated with a rapidly increasing condition in pregnant women, placenta accreta spectrum (PAS), characterized by aggressive trophoblast invasion into the uterus, frequently necessitating hysterectomy at parturition. We created a model of uterine scar, recapitulating PAS-like invasive phenotype, showing that scar matrix activates mechanosensitive ion channel, Piezo1, through glycolysis-fueled cellular contraction. Piezo1 activation increases intracellular calcium activity and Protein kinase C activation, leading to NF-κB nuclear translocation, and MafG stabilization. This inflammatory transformation of decidua leads to production of IL-8 and G-CSF, chemotactically recruiting invading trophoblasts towards scar, initiating PAS. Our study demonstrates aberrant mechanics of scar disturbs stroma-epithelia homeostasis in placentation, with implications in cancer dissemination.
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Affiliation(s)
- Du Wenqiang
- Department of Biomedical Engineering, University of Connecticut Health Center, Farmington, CT, USA
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT, USA
| | - Ashkan Novin
- Department of Biomedical Engineering, University of Connecticut Health Center, Farmington, CT, USA
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT, USA
| | - Yamin Liu
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT, USA
| | - Junaid Afzal
- Division of Cardiology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Yasir Suhail
- Department of Biomedical Engineering, University of Connecticut Health Center, Farmington, CT, USA
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT, USA
| | - Shaofei Liu
- Department of Biomedical Engineering, University of Connecticut Health Center, Farmington, CT, USA
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT, USA
| | - Nicole R Gavin
- Department of Obstetrics and Gynecology, University of Connecticut Health Center, Farmington, CT, USA
| | - Jennifer R Jorgensen
- Department of Obstetrics and Gynecology, University of Connecticut Health Center, Farmington, CT, USA
| | - Christopher M Morosky
- Department of Obstetrics and Gynecology, University of Connecticut Health Center, Farmington, CT, USA
| | - Reinaldo Figueroa
- Department of Obstetrics and Gynecology, Saint Francis Hospital and Medical Center, Hartford, CT, USA
| | - Tannin A Schmidt
- Department of Biomedical Engineering, University of Connecticut Health Center, Farmington, CT, USA
| | - Melinda Sanders
- Department of Obstetrics and Gynecology, University of Connecticut Health Center, Farmington, CT, USA
- Department of Pathology, University of Connecticut Health Center, Farmington, CT, USA
| | - Molly A Brewer
- Department of Obstetrics and Gynecology, University of Connecticut Health Center, Farmington, CT, USA
| | - Kshitiz
- Department of Biomedical Engineering, University of Connecticut Health Center, Farmington, CT, USA.
- Department of Biomedical Engineering, University of Connecticut, Storrs, CT, USA.
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Tomusiak A, Floro A, Tiwari R, Riley R, Matsui H, Andrews N, Kasler HG, Verdin E. Development of an epigenetic clock resistant to changes in immune cell composition. Commun Biol 2024; 7:934. [PMID: 39095531 PMCID: PMC11297166 DOI: 10.1038/s42003-024-06609-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 07/14/2024] [Indexed: 08/04/2024] Open
Abstract
Epigenetic clocks are age predictors that use machine-learning models trained on DNA CpG methylation values to predict chronological or biological age. Increases in predicted epigenetic age relative to chronological age (epigenetic age acceleration) are connected to aging-associated pathologies, and changes in epigenetic age are linked to canonical aging hallmarks. However, epigenetic clocks rely on training data from bulk tissues whose cellular composition changes with age. Here, we found that human naive CD8+ T cells, which decrease in frequency during aging, exhibit an epigenetic age 15-20 years younger than effector memory CD8+ T cells from the same individual. Importantly, homogenous naive T cells isolated from individuals of different ages show a progressive increase in epigenetic age, indicating that current epigenetic clocks measure two independent variables, aging and immune cell composition. To isolate the age-associated cell intrinsic changes, we created an epigenetic clock, the IntrinClock, that did not change among 10 immune cell types tested. IntrinClock shows a robust predicted epigenetic age increase in a model of replicative senescence in vitro and age reversal during OSKM-mediated reprogramming.
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Affiliation(s)
- Alan Tomusiak
- Buck Institute for Research on Aging, 8001 Redwood Blvd, Novato, 94945, CA, USA
- Department of Gerontology, University of Southern California, 3715 McClintock Ave, Los Angeles, 90089, CA, USA
| | - Ariel Floro
- Buck Institute for Research on Aging, 8001 Redwood Blvd, Novato, 94945, CA, USA
- Department of Gerontology, University of Southern California, 3715 McClintock Ave, Los Angeles, 90089, CA, USA
| | - Ritesh Tiwari
- Buck Institute for Research on Aging, 8001 Redwood Blvd, Novato, 94945, CA, USA
| | - Rebeccah Riley
- Buck Institute for Research on Aging, 8001 Redwood Blvd, Novato, 94945, CA, USA
| | - Hiroyuki Matsui
- Buck Institute for Research on Aging, 8001 Redwood Blvd, Novato, 94945, CA, USA
| | - Nicolas Andrews
- Buck Institute for Research on Aging, 8001 Redwood Blvd, Novato, 94945, CA, USA
| | - Herbert G Kasler
- Buck Institute for Research on Aging, 8001 Redwood Blvd, Novato, 94945, CA, USA
| | - Eric Verdin
- Buck Institute for Research on Aging, 8001 Redwood Blvd, Novato, 94945, CA, USA.
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Jiang Z, Jiang C, Teng X, Hou Y, Dai S, Liu C, Tuo Z, Bi L, Yang C, Wang J. Exploring the crosstalk of immune cells: The impact of dysregulated RUNX family genes in kidney renal clear cell carcinoma. Heliyon 2024; 10:e29870. [PMID: 38707395 PMCID: PMC11066633 DOI: 10.1016/j.heliyon.2024.e29870] [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: 07/18/2023] [Revised: 04/10/2024] [Accepted: 04/16/2024] [Indexed: 05/07/2024] Open
Abstract
BACKGROUND Abnormally expressed Runt-associated transcription factor (RUNX) family has been reported in multiple tumors. Nevertheless, the immunological role of RUNX family in kidney renal clear cell carcinoma (KIRC) remains unknown. METHODS We studied the RNA-seq data regarding tumor and healthy subjects from several public databases in detail for evaluating the prognostic and immunological functions owned by three RUNX genes in cancer patients. Quantitative real-time reverse transcription-polymerase chain reaction (qRT-PCR) and immunohistochemical (IHC) staining served for detecting their expressions in tumor and normal samples. RESULTS We observed that KIRC patients presented high expressions of RUNX1, RUNX2, and RUNX3. The expressions of three genes were validated by qRT-PCR, which was same as bioinformatical results. Prognostic analysis indicated that the overexpression of RUNX1 and RUNX2 negatively affects the outcomes in patients with KIRC. Related functional predictions indicated that the RUNXs and co-expression genes were significantly related to the immune response pathway. Moreover, three RUNX members were associated with immune infiltration cells and their related gene markers. The expression of RUNX family in several immune cells is positively or negatively correlated, and its dysregulation is obviously associated with the differential distribution of immune cells. RUNX family genes were abnormally expressed in KIRC patients, and were closely related to the crosstalk of immune cells. CONCLUSIONS Our findings may help to understand the pathogenesis and immunologic roles of the RUNX family in KIRC patients from new perspectives.
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Affiliation(s)
- Zhiwei Jiang
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Chao Jiang
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Xiangyu Teng
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Yidong Hou
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Shuxin Dai
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Chang Liu
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Zhouting Tuo
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Liangkuan Bi
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
- Department of Urology, Peking University Shenzhen Hospital, Shenzhen, China
| | - Chao Yang
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Jinyou Wang
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
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Gadewal N, Natu A, Sen S, Rauniyar S, Bastikar V, Gupta S. Integrative epigenome-transcriptome analysis unravels cancer-specific over-expressed genes potentially regulating immune microenvironment in clear cell renal cell carcinoma. Biochim Biophys Acta Gen Subj 2024; 1868:130596. [PMID: 38471632 DOI: 10.1016/j.bbagen.2024.130596] [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: 06/16/2023] [Revised: 10/19/2023] [Accepted: 03/08/2024] [Indexed: 03/14/2024]
Abstract
BACKGROUND Clear cell Renal Cell Carcinoma (ccRCC) is the frequently diagnosed histological life-threatening tumor subtype in the urinary system. Integrating multi-omics data is emerging as a tool to provide a comprehensive view of biology and disease for better therapeutic interventions. METHOD We have integrated freely available ccRCC data sets of genome-wide DNA methylome, transcriptome, and active histone modification marks, H3K27ac, H3K4me1, and H3K4me3 specific ChIP-seq data to screen genes with higher expression. Further, these genes were filtered based on their effect on survival upon alteration in expression. RESULTS The six multi-omics-based identified genes, RUNX1, MSC, ADA, TREML1, TGFA, and VWF, showed higher expression with enrichment of active histone marks and hypomethylated CpG in ccRCC. In continuation, the identified genes were validated by an independent dataset and showed a correlation with nodal and metastatic status. Furthermore, gene ontology and pathway analysis revealed that immune-related pathways are activated in ccRCC patients. CONCLUSIONS The network analysis of six overexpressed genes suggests their potential role in an immunosuppressive environment, leading to tumor progression and poor prognosis. Our study shows that the multi-omics approach helps unravel complex biology for patient subtyping and proposes combination strategies with epi-drugs for more precise immunotherapy in ccRCC.
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Affiliation(s)
- Nikhil Gadewal
- Bioinformatics & Computational Biology Facility, Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Centre, Kharghar, Navi Mumbai, 410210, MH, India; Center for Computational Biology & Translational Research, Amity Institute of Biotechnology, Amity University, Mumbai - Pune Expressway, Bhatan, Post - Somathne, Panvel, Mumbai, 410206, MH, India
| | - Abhiram Natu
- Epigenetics and Chromatin Biology Group, Gupta Lab, Cancer Research Institute, Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Centre, Kharghar, Navi Mumbai, 410210, MH, India; Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, 400094, MH, India
| | - Siddhartha Sen
- Bioinformatics & Computational Biology Facility, Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Centre, Kharghar, Navi Mumbai, 410210, MH, India
| | - Sukanya Rauniyar
- Epigenetics and Chromatin Biology Group, Gupta Lab, Cancer Research Institute, Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Centre, Kharghar, Navi Mumbai, 410210, MH, India; Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, 400094, MH, India
| | - Virupaksha Bastikar
- Center for Computational Biology & Translational Research, Amity Institute of Biotechnology, Amity University, Mumbai - Pune Expressway, Bhatan, Post - Somathne, Panvel, Mumbai, 410206, MH, India
| | - Sanjay Gupta
- Epigenetics and Chromatin Biology Group, Gupta Lab, Cancer Research Institute, Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Centre, Kharghar, Navi Mumbai, 410210, MH, India; Homi Bhabha National Institute, Training School Complex, Anushakti Nagar, Mumbai, 400094, MH, India.
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9
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Sun L, Tuo Z, Chen X, Wang H, Lyu Z, Li G. Identification of cell differentiation trajectory-related gene signature to reveal the prognostic significance and immune landscape in prostate cancer based on multiomics analysis. Heliyon 2024; 10:e27628. [PMID: 38510027 PMCID: PMC10950568 DOI: 10.1016/j.heliyon.2024.e27628] [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: 01/02/2024] [Revised: 03/03/2024] [Accepted: 03/04/2024] [Indexed: 03/22/2024] Open
Abstract
Background In the context of prostate cancer (PCa), the occurrence of biochemical recurrence (BCR) stands out as a pivotal factor significantly impacting prognosis, potentially leading to metastasis and mortality. However, the early detection of BCR poses a substantial challenge for PCa patients. There is an urgent need to pinpoint hub genes that can serve as predictive indicators for BCR in PCa patients. Methods Our primary goal was to identify cell differentiation trajectory-related gene signature in PCa patients by pseudo-time trajectory analysis. We further explored the functional enrichment of overlapped marker genes and probed clinically relevant modules and BCR-related genes using Weighted Gene Co-expression Network Analysis (WGCNA) in PCa patients. Key genes predicting recurrence-free survival were meticulously identified through univariate and multivariate Cox regression analyses. Subsequently, these genes were utilized to construct a prognostic gene signature, the expression, predictive efficacy, putative functions, and immunological landscape of which were thoroughly validated. Additionally, we employed immunohistochemistry (IHC) and a western blotting assay to quantify the expression of PYCR1 in clinical samples. Results Our single-cell RNA (scRNA) sequencing analysis unveiled three subgroups characterized by distinct differentiation trajectories, and the marker genes associated with these groups were extracted from PCa patients. These marker genes successfully classified the PCa sample into two molecular subtypes, demonstrating a robust correlation with clinical characteristics and recurrence-free survival. Through WGCNA and Lasso analysis, we identified four hub genes (KLK3, CD38, FASN, and PYCR1) to construct a risk profile of prognostic genes linked to BCR. Notably, the high-risk patient group exhibited elevated levels of B cell naive, Macrophage M0, and Macrophage M2 infiltration, while the low-risk group displayed higher levels of T cells CD4 memory activated and monocyte infiltration. Furthermore, IHC and western blotting assays confirmed the heightened expression of PYCR1 in PCa tissues. Conclusion This study leveraged the differentiation trajectory and genetic variability of the microenvironment to uncover crucial prognostic genes associated with BCR in PCa patients. These findings present novel perspectives for tailoring treatment strategies for PCa patients on an individualized basis.
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Affiliation(s)
- Liangxue Sun
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Anhui Public Health Clinical Center, Hefei, China
- Department of Urology, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China
| | - Zhouting Tuo
- Department of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Xin Chen
- Department of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Huming Wang
- Department of Urology, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
- Department of Urology, Peking University Shenzhen Hospital, Shenzhen, China
| | - Zhaojie Lyu
- Department of Urology, Peking University Shenzhen Hospital, Shenzhen, China
| | - Guangyuan Li
- Department of Urology, The First Affiliated Hospital of Anhui Medical University, Anhui Public Health Clinical Center, Hefei, China
- The Lu’ an Hospital Affiliated to Anhui Medical University, Lu’ an, China
- The Lu’ an People’s Hospital, Lu’ an, China
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10
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Chen X, Meng C, Wang X, Wu Z, Sun X, Sun C, Zheng L, Li W, Jia W, Tang T. Exploring CCL11 in breast cancer: unraveling its anticancer potential and immune modulatory effects involving the Akt-S6 signaling. J Cancer Res Clin Oncol 2024; 150:69. [PMID: 38305920 PMCID: PMC10837270 DOI: 10.1007/s00432-023-05600-6] [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: 11/07/2023] [Accepted: 12/25/2023] [Indexed: 02/03/2024]
Abstract
BACKGROUND CCL11, a chemokine known for recruiting immune cells to the tumor microenvironment (TME), has an unclear role in the context of its expression, patient prognosis, and the presence of tumor-infiltrating immune cells (TILs) in breast cancer. METHODS The expression of CCL11 in invasive breast cancer (BRCA) was analyzed using TCGA database. Survival curve and Cox regression analysis determined the potential of CCL11 as an independent prognostic indicator. GSEA performed functional analysis on genes related to CCL11. CIBERSORT algorithm quantified the infiltration level of immune cells with varying CCL11 expression. Lastly, the correlation between CCL11 expression and anticancer drug sensitivity was examined. Immunohistochemistry (IHC) and qRT-PCR confirmed CCL11 expression in clinical tissue samples. The anti-tumor efficacy of CCL11 was investigated using CCK-8, plate formation, transwell assay, and Western blot. RESULTS CCL11 expression was elevated in BRCA tumor tissues compared to adjacent normal tissues. Recurrence-free survival (RFS) was longer in patients with high expression of CCL11. Enrichment and co-expression analyses revealed CCL11's association with numerous immune-related signaling pathways and genes. Validation studies confirmed high CCL11 expression in breast cancer tissues. In vitro experiments substantiated CCL11's anticancer effects in BRCA. CONCLUSION CCL11 expression correlates with immune cell infiltration in breast cancer, indicating its potential as a prognostic biomarker for BRCA.
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Affiliation(s)
- Xiao Chen
- Department of Thyroid and Breast Surgery, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Chenxu Meng
- Department of Thyroid and Breast Surgery, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | | | - Zanhui Wu
- Anhui Medical University, Hefei, China
| | - Xinyue Sun
- Department of Thyroid and Breast Surgery, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Chenyu Sun
- Department of Thyroid and Breast Surgery, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Lu Zheng
- Department of Thyroid and Breast Surgery, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Wanwan Li
- Department of Thyroid and Breast Surgery, The Second Affiliated Hospital of Anhui Medical University, Hefei, China
| | - WenJun Jia
- Department of Thyroid and Breast Surgery, The Second Affiliated Hospital of Anhui Medical University, Hefei, China.
| | - Tong Tang
- Department of Thyroid and Breast Surgery, The Second Affiliated Hospital of Anhui Medical University, Hefei, China.
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11
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Jiang Z, Wang Y, Tuo Z. Comprehensive analysis of transferrin receptor (TFRC) as a prognostic biomarker for patients with bladder cancer. Asian J Surg 2024; 47:1104-1106. [PMID: 37996378 DOI: 10.1016/j.asjsur.2023.10.129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 10/27/2023] [Indexed: 11/25/2023] Open
Affiliation(s)
- Zhiwei Jiang
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Yetong Wang
- The Fourth Corps of Students of the Basic Medical College, Army Medical University, Chongqing, 400038, China
| | - Zhouting Tuo
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China.
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12
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Gao M, Tuo Z, Jiang Z, Chen Z, Wang J. Dysregulated ANLN reveals immune cell landscape and promotes carcinogenesis by regulating the PI3K/Akt/mTOR pathway in clear cell renal cell carcinoma. Heliyon 2024; 10:e23522. [PMID: 38173514 PMCID: PMC10761583 DOI: 10.1016/j.heliyon.2023.e23522] [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: 08/25/2023] [Revised: 11/17/2023] [Accepted: 12/05/2023] [Indexed: 01/05/2024] Open
Abstract
Background Abnormal anillin (ANLN) expression has been observed in multiple tumours and is closely associated with patient prognosis and clinical features. In this study, we systematically elucidated the clinical significance and biological roles of ANLN in patients with clear cell renal cell carcinoma (ccRCC). Methods We obtained transcriptome and clinical data of patients with ccRCC from public databases. Multi-omics data and clinical samples were combined to analyse the correlation between ANLN expression and the clinical characteristics of patients with renal cancer. Additionally, the immune cell landscape of ANLN expression was evaluated using different immune algorithms in the tumour microenvironment. The tumour-promoting potential of ANLN was confirmed using in vitro assays, including CCK8 and Transwell assays. Results Bioinformatics analysis showed that ANLN is over-expressed in patients with ccRCC, as validated by clinical samples. Publicly available clinical data suggest that high ANLN expression may indicate poor outcomes in patients with ccRCC. Moreover, biological function analysis revealed a marked enrichment of the cell cycle and PI3K-Akt pathways. The distribution of immune cells, particularly M2 macrophages, differed in patients with ccRCC. Furthermore, ANLN silencing inhibited the proliferation, migration, and invasion of renal cancer cells in vitro. After ANLN expression was knocked down in 786-O cells, the protein levels of important PI3K signalling pathway components, including PI3K, Akt, and mTOR, drastically decreased. Conclusions These findings suggest that ANLN is dysregulated in renal cancer tissues and promotes tumour progression by activating the PI3K/Akt/mTOR signalling pathway.
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Affiliation(s)
- Mingzhu Gao
- Department of Oncology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Zhouting Tuo
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Zhiwei Jiang
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Zhendong Chen
- Department of Oncology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
| | - Jinyou Wang
- Department of Urology, Second Affiliated Hospital of Anhui Medical University, Hefei, 230601, China
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13
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Tang PC, Chan MK, Chung JY, Chan AS, Zhang D, Li C, Leung K, Ng CS, Wu Y, To K, Lan H, Tang PM. Hematopoietic Transcription Factor RUNX1 is Essential for Promoting Macrophage-Myofibroblast Transition in Non-Small-Cell Lung Carcinoma. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2302203. [PMID: 37967345 PMCID: PMC10767400 DOI: 10.1002/advs.202302203] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 10/06/2023] [Indexed: 11/17/2023]
Abstract
Macrophage-myofibroblast transition (MMT) is a newly discovered pathway for mass production of pro-tumoral cancer-associated fibroblasts (CAFs) in non-small cell lung carcinoma (NSCLC) in a TGF-β1/Smad3 dependent manner. Better understanding its regulatory signaling in tumor microenvironment (TME) may identify druggable target for the development of precision medicine. Here, by dissecting the transcriptome dynamics of tumor-associated macrophage at single-cell resolution, a crucial role of a hematopoietic transcription factor Runx1 in MMT formation is revealed. Surprisingly, integrative bioinformatic analysis uncovers Runx1 as a key regulator in the downstream of MMT-specific TGF-β1/Smad3 signaling. Stromal Runx1 level positively correlates with the MMT-derived CAF abundance and mortality in NSCLC patients. Mechanistically, macrophage-specific Runx1 promotes the transcription of genes related to CAF signatures in MMT cells at genomic level. Importantly, macrophage-specific genetic deletion and systemic pharmacological inhibition of TGF-β1/Smad3/Runx1 signaling effectively prevent MMT-driven CAF and tumor formation in vitro and in vivo, representing a potential therapeutic target for clinical NSCLC.
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Affiliation(s)
- Philip Chiu‐Tsun Tang
- Department of Anatomical and Cellular PathologyState Key Laboratory of Translational OncologyThe Chinese University of Hong KongShatin999077Hong Kong
| | - Max Kam‐Kwan Chan
- Department of Anatomical and Cellular PathologyState Key Laboratory of Translational OncologyThe Chinese University of Hong KongShatin999077Hong Kong
| | - Jeff Yat‐Fai Chung
- Department of Anatomical and Cellular PathologyState Key Laboratory of Translational OncologyThe Chinese University of Hong KongShatin999077Hong Kong
| | - Alex Siu‐Wing Chan
- Department of Applied Social SciencesThe Hong Kong Polytechnic UniversityHunghom999077Hong Kong
| | - Dongmei Zhang
- College of PharmacyJinan UniversityGuangzhou510632China
| | - Chunjie Li
- Department of Head and Neck OncologyWest China Hospital of StomatologySichuan UniversityChengduSichuan610041China
| | - Kam‐Tong Leung
- Department of PaediatricsThe Chinese University of Hong KongShatin999077Hong Kong
| | - Calvin Sze‐Hang Ng
- Department of SurgeryThe Chinese University of Hong KongShatin999077Hong Kong
| | - Yi Wu
- MOE Key Laboratory of Environment and Genes Related to DiseasesSchool of Basic Medical SciencesXi'an Jiaotong UniversityXi'an710061China
| | - Ka‐Fai To
- Department of Anatomical and Cellular PathologyState Key Laboratory of Translational OncologyThe Chinese University of Hong KongShatin999077Hong Kong
| | - Hui‐Yao Lan
- Department of Medicine and TherapeuticsLi Ka Shing Institute of Health SciencesThe Chinese University of Hong KongShatin999077Hong Kong
| | - Patrick Ming‐Kuen Tang
- Department of Anatomical and Cellular PathologyState Key Laboratory of Translational OncologyThe Chinese University of Hong KongShatin999077Hong Kong
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14
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Toner J, Gordon JAR, Greenyer H, Kaufman P, Stein JL, Stein GS, Lian JB. RUNX2 as a Prognostic Factor in Human Cancers. Crit Rev Eukaryot Gene Expr 2024; 34:51-66. [PMID: 39072409 DOI: 10.1615/critreveukaryotgeneexpr.2024054162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
The RUNX2 transcription factor was discovered as an essential transcriptional regulator for commitment to osteoblast lineage cells and bone formation. Expression of RUNX2 in other tissues, such as breast, prostate, and lung, has been linked to oncogenesis, cancer progression, and metastasis. In this study, we sought to determine the extent of RUNX2 involvement in other tumors using a pan-cancer analysis strategy. We correlated RUNX2 expression and clinical-pathological parameters in human cancers by interrogating publicly available multiparameter clinical data. Our analysis demonstrated that altered RUNX2 expression or function is associated with several cancer types from different tissues. We identified three tumor types associated with increased RUNX2 expression and four other tumor types associated with decreased RUNX2 expression. Our pan-cancer analysis for RUNX2 revealed numerous other discoveries for RUNX2 regulation of different cancers identified in each of the pan-cancer databases. Both up and down regulation of RUNX2 was observed during progression of specific types of cancers in promoting the distinct types of cancers.
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Affiliation(s)
- J Toner
- Department of Biochemistry, University of Vermont, Larner College of Medicine, Burlington, VT, 05405, USA
| | - Johnathan A R Gordon
- Department of Biochemistry, University of Vermont, Burlington, Vermont, USA; University of Vermont Cancer Center, Burlington, Vermont, USA
| | - H Greenyer
- Department of Biochemistry, University of Vermont, Larner College of Medicine, Burlington, VT, 05405, USA
| | - Peter Kaufman
- Hematology/Oncology Division, Larner College of Medicine, University of Vermont, Burlington, VT 05405, USA
| | - Janet L Stein
- Department of Biochemistry, University of Vermont Larner College of Medicine, Burlington, VT 05405; University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT 05405
| | - Gary S Stein
- Department of Biochemistry, University of Vermont Larner College of Medicine, Burlington, VT 05405; University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT 05405
| | - Jane B Lian
- Department of Biochemistry, University of Vermont Larner College of Medicine, Burlington, VT 05405; University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT 05405
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15
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Nafe R, Hattingen E. Cellular Components of the Tumor Environment in Gliomas-What Do We Know Today? Biomedicines 2023; 12:14. [PMID: 38275375 PMCID: PMC10813739 DOI: 10.3390/biomedicines12010014] [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: 11/13/2023] [Revised: 12/15/2023] [Accepted: 12/18/2023] [Indexed: 01/27/2024] Open
Abstract
A generation ago, the molecular properties of tumor cells were the focus of scientific interest in oncology research. Since then, it has become increasingly apparent that the tumor environment (TEM), whose major components are non-neoplastic cell types, is also of utmost importance for our understanding of tumor growth, maintenance and resistance. In this review, we present the current knowledge concerning all cellular components within the TEM in gliomas, focusing on their molecular properties, expression patterns and influence on the biological behavior of gliomas. Insight into the TEM of gliomas has expanded considerably in recent years, including many aspects that previously received only marginal attention, such as the phenomenon of phagocytosis of glioma cells by macrophages and the role of the thyroid-stimulating hormone on glioma growth. We also discuss other topics such as the migration of lymphocytes into the tumor, phenotypic similarities between chemoresistant glioma cells and stem cells, and new clinical approaches with immunotherapies involving the cells of TEM.
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Affiliation(s)
- Reinhold Nafe
- Department of Neuroradiology, Clinics of Johann Wolfgang Goethe-University, Schleusenweg 2-16, D-60528 Frankfurt am Main, Germany;
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16
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Yin L, Shi J, Zhang J, Lin X, Jiang W, Zhu Y, Song Y, Lu Y, Ma Y. PKM2 is a potential prognostic biomarker and related to immune infiltration in lung cancer. Sci Rep 2023; 13:22243. [PMID: 38097666 PMCID: PMC10721847 DOI: 10.1038/s41598-023-49558-4] [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: 10/09/2023] [Accepted: 12/09/2023] [Indexed: 12/17/2023] Open
Abstract
Pyruvate kinase M2 (PKM2), a subtype of pyruvate kinase, plays a crucial role as a key enzyme in the final step of glycolysis. It is involved in regulating the tumor microenvironment and accelerating tumor progression. However, the relationship between PKM2 expression and the prognosis and immune infiltration remains unclear in lung cancer. In this study, we analyzed PKM2 expression in pan-cancer, and investigated its association with prognosis and immune cell infiltration of lung cancer by using multiple online databases, including Gent2, Tumor Immune Estimation Resource (TIMER), Gene Expression Profiling Interactive Analysis (GEPIA), PrognoScan, Kaplan-Meier plotter, and The Human Protein Atlas (HPA). The results showed that PKM2 expression is elevated in tumor tissues compared with the adjacent normal tissues of most cancers, including lung cancer. Prognostic analysis indicated that high expression of PKM2 was associated with poorer prognosis in overall lung cancer patients, especially in lung adenocarcinoma (LUAD). Notably, PKM2 exhibited a strong correlation with B cells and CD4+ T cells in LUAD; and with B cells, CD8+ T cells, CD4+ cells, and macrophages in lung squamous cell carcinoma (LUSC). Furthermore, PKM2 expression displayed a significant negative correlation with the expression of immune cell markers in both LUAD and LUSC. These findings suggested that PKM2 could serve as a promising prognostic biomarker for lung cancer and provided insights into its essential role in modulating the immune cell infiltration.
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Affiliation(s)
- Lan Yin
- Department of Medical Genetics, West China Hospital, Sichuan University, Chengdu, China
| | - Jiaying Shi
- Department of Medical Genetics, West China Hospital, Sichuan University, Chengdu, China
| | - Jingfei Zhang
- Department of Medical Genetics, West China Hospital, Sichuan University, Chengdu, China
| | - Xinyu Lin
- Department of Medical Genetics, West China Hospital, Sichuan University, Chengdu, China
| | - Wenhao Jiang
- Department of Medical Genetics, West China Hospital, Sichuan University, Chengdu, China
| | - Yingchuan Zhu
- Department of Medical Genetics, West China Hospital, Sichuan University, Chengdu, China
| | - Yue Song
- Department of Medical Genetics, West China Hospital, Sichuan University, Chengdu, China
| | - Yilu Lu
- Department of Medical Genetics, West China Hospital, Sichuan University, Chengdu, China
| | - Yongxin Ma
- Department of Medical Genetics, West China Hospital, Sichuan University, Chengdu, China.
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17
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Krajnović M, Kožik B, Božović A, Jovanović-Ćupić S. Multiple Roles of the RUNX Gene Family in Hepatocellular Carcinoma and Their Potential Clinical Implications. Cells 2023; 12:2303. [PMID: 37759525 PMCID: PMC10527445 DOI: 10.3390/cells12182303] [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: 07/26/2023] [Revised: 09/07/2023] [Accepted: 09/08/2023] [Indexed: 09/29/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most frequent cancers in humans, characterised by a high resistance to conventional chemotherapy, late diagnosis, and a high mortality rate. It is necessary to elucidate the molecular mechanisms involved in hepatocarcinogenesis to improve diagnosis and treatment outcomes. The Runt-related (RUNX) family of transcription factors (RUNX1, RUNX2, and RUNX3) participates in cardinal biological processes and plays paramount roles in the pathogenesis of numerous human malignancies. Their role is often controversial as they can act as oncogenes or tumour suppressors and depends on cellular context. Evidence shows that deregulated RUNX genes may be involved in hepatocarcinogenesis from the earliest to the latest stages. In this review, we summarise the topical evidence on the roles of RUNX gene family members in HCC. We discuss their possible application as non-invasive molecular markers for early diagnosis, prognosis, and development of novel treatment strategies in HCC patients.
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Affiliation(s)
| | - Bojana Kožik
- Laboratory for Radiobiology and Molecular Genetics, Vinča Institute of Nuclear Sciences, National Institute of the Republic of Serbia, University of Belgrade, Mike Petrovića Alasa 12-14, Vinča, 11351 Belgrade, Serbia; (M.K.); (A.B.); (S.J.-Ć.)
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18
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Antal CE, Oh TG, Aigner S, Luo EC, Yee BA, Campos T, Tiriac H, Rothamel KL, Cheng Z, Jiao H, Wang A, Hah N, Lenkiewicz E, Lumibao JC, Truitt ML, Estepa G, Banayo E, Bashi S, Esparza E, Munoz RM, Diedrich JK, Sodir NM, Mueller JR, Fraser CR, Borazanci E, Propper D, Von Hoff DD, Liddle C, Yu RT, Atkins AR, Han H, Lowy AM, Barrett MT, Engle DD, Evan GI, Yeo GW, Downes M, Evans RM. A super-enhancer-regulated RNA-binding protein cascade drives pancreatic cancer. Nat Commun 2023; 14:5195. [PMID: 37673892 PMCID: PMC10482938 DOI: 10.1038/s41467-023-40798-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 08/10/2023] [Indexed: 09/08/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy in need of new therapeutic options. Using unbiased analyses of super-enhancers (SEs) as sentinels of core genes involved in cell-specific function, here we uncover a druggable SE-mediated RNA-binding protein (RBP) cascade that supports PDAC growth through enhanced mRNA translation. This cascade is driven by a SE associated with the RBP heterogeneous nuclear ribonucleoprotein F, which stabilizes protein arginine methyltransferase 1 (PRMT1) to, in turn, control the translational mediator ubiquitin-associated protein 2-like. All three of these genes and the regulatory SE are essential for PDAC growth and coordinately regulated by the Myc oncogene. In line with this, modulation of the RBP network by PRMT1 inhibition reveals a unique vulnerability in Myc-high PDAC patient organoids and markedly reduces tumor growth in male mice. Our study highlights a functional link between epigenetic regulation and mRNA translation and identifies components that comprise unexpected therapeutic targets for PDAC.
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Affiliation(s)
- Corina E Antal
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92037, USA
- Department of Pharmacology, University of California San Diego, La Jolla, CA, 92093, USA
| | - Tae Gyu Oh
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
- Department of Oncology Science, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73117, USA
| | - Stefan Aigner
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - En-Ching Luo
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Brian A Yee
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Tania Campos
- The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - Hervé Tiriac
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92037, USA
- Department of Surgery, Division of Surgical Oncology, University of California San Diego, La Jolla, CA, 92037, USA
| | - Katherine L Rothamel
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Zhang Cheng
- Center for Epigenomics, University of California San Diego, La Jolla, CA, 92037, USA
| | - Henry Jiao
- Center for Epigenomics, University of California San Diego, La Jolla, CA, 92037, USA
| | - Allen Wang
- Center for Epigenomics, University of California San Diego, La Jolla, CA, 92037, USA
| | - Nasun Hah
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | | | - Jan C Lumibao
- Regulatory Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Morgan L Truitt
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Gabriela Estepa
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Ester Banayo
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Senada Bashi
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Edgar Esparza
- Moores Cancer Center, University of California San Diego, La Jolla, CA, 92037, USA
- Department of Surgery, Division of Surgical Oncology, University of California San Diego, La Jolla, CA, 92037, USA
| | - Ruben M Munoz
- Molecular Medicine Division, Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
| | - Jolene K Diedrich
- Mass Spectrometry Core for Proteomics and Metabolomics, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Nicole M Sodir
- The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
- Genentech, Department of Translational Oncology, 1 DNA Way, South San Francisco, CA, 94080, USA
| | - Jasmine R Mueller
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
| | - Cory R Fraser
- HonorHealth Research Institute, Scottsdale, AZ, 85258, USA
- Scottsdale Pathology Associates, Scottsdale, AZ, 85260, USA
| | - Erkut Borazanci
- Molecular Medicine Division, Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
- HonorHealth Research Institute, Scottsdale, AZ, 85258, USA
| | - David Propper
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, USA
| | - Daniel D Von Hoff
- Molecular Medicine Division, Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
- HonorHealth Research Institute, Scottsdale, AZ, 85258, USA
| | - Christopher Liddle
- Storr Liver Centre, Westmead Institute for Medical Research and Sydney Medical School, University of Sydney, Westmead Hospital, Westmead, NSW, 2145, Australia
| | - Ruth T Yu
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Annette R Atkins
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Haiyong Han
- Molecular Medicine Division, Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
| | - Andrew M Lowy
- The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
- Department of Surgery, Division of Surgical Oncology, University of California San Diego, La Jolla, CA, 92037, USA
| | - Michael T Barrett
- Molecular Medicine Division, Translational Genomics Research Institute, Phoenix, AZ, 85004, USA
| | - Dannielle D Engle
- Regulatory Biology Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - Gerard I Evan
- The Francis Crick Institute, 1 Midland Rd, London, NW1 1AT, UK
| | - Gene W Yeo
- Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, 92093, USA
- Sanford Stem Cell Institute, University of California San Diego, La Jolla, CA, 92037, USA
| | - Michael Downes
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA.
| | - Ronald M Evans
- Gene Expression Laboratory, Salk Institute for Biological Studies, La Jolla, CA, 92037, USA.
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19
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Guo Z, Liu X, Zhao S, Sun F, Ren W, Ma M. RUNX1 promotes liver fibrosis progression through regulating TGF-β signalling. Int J Exp Pathol 2023; 104:188-198. [PMID: 37070207 PMCID: PMC10349244 DOI: 10.1111/iep.12474] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 02/20/2023] [Accepted: 02/21/2023] [Indexed: 04/19/2023] Open
Abstract
Liver fibrosis is caused by chronic liver injury. There are limited treatments for it, and the pathogenesis is unclear. Therefore, there is an urgent need to explore the pathogenesis of liver fibrosis, and to try to identify new potential therapeutic targets. For this study we used the carbon tetrachloride abdominal injection induced liver fibrosis animal model in mice. Primary hepatic stellate cell isolation was performed by a density-gradient separation method, and this was followed by immunofluorescence stain analyses. Signal pathway analysis was performed by dual-luciferase reporter assay and western blotting. Our results showed that RUNX1 was upregulated in cirrhotic liver tissues compared with normal liver tissues. Besides, overexpression of RUNX1 caused more severe liver fibrosis lesions than control group under CCl4 -induced conditions. Moreover, α-SMA expression in the RUNX1 overexpression group was significantly higher than in the control group. Interestingly, we found that RUNX1 could promote the activation of TGF-β/Smads in a dual-luciferase reporter assay. Thus we demonstrated that RUNX1 could be considered as a new regulator of hepatic fibrosis by activating TGF-β/Smads signalling. Based on this, we concluded that RUNX1 may be developed as a new therapeutic target in the treatment of liver fibrosis in the future. In addition, this study also provides a new insight about the aetiology of liver fibrosis.
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Affiliation(s)
- Zhaoyang Guo
- Department of Infectious Diseases, Shandong Provincial HospitalShandong UniversityJinanChina
- Department of Infectious DiseasesShandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinanChina
| | - Xinxin Liu
- Department of Digestive Endoscopy CenterShandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinanChina
| | - Shulei Zhao
- Department of GastroenterologyShandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinanChina
| | - Fengkai Sun
- Department of GastroenterologyShandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinanChina
- School of Basic Medical Sciences, Cheeloo Medical CollegeShandong UniversityJinanShandongChina
| | - Wanhua Ren
- Department of Infectious Diseases, Shandong Provincial HospitalShandong UniversityJinanChina
- Department of Infectious DiseasesShandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinanChina
| | - Mingze Ma
- Department of Infectious Diseases, Shandong Provincial HospitalShandong UniversityJinanChina
- Department of Infectious DiseasesShandong Provincial Hospital Affiliated to Shandong First Medical UniversityJinanChina
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Lee TH, Jang B, Chang JH, Kim E, Park JH, Chie EK. Genomic landscape of locally advanced rectal adenocarcinoma: Comparison between before and after neoadjuvant chemoradiation and effects of genetic biomarkers on clinical outcomes and tumor response. Cancer Med 2023; 12:15664-15675. [PMID: 37260182 PMCID: PMC10417181 DOI: 10.1002/cam4.6169] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2022] [Revised: 03/05/2023] [Accepted: 05/18/2023] [Indexed: 06/02/2023] Open
Abstract
PURPOSE To explore genomic biomarkers in rectal cancer by performing whole-exome sequencing. MATERIALS AND METHODS Pre-chemoradiation (CRT) biopsy and post-CRT surgical specimens were obtained from 27 patients undergoing neoadjuvant CRT followed by definitive resection. Exomes were sequenced to a mean coverage of 30×. Somatic single-nucleotide variants (SNVs) and insertions/deletions (indels) were identified. Tumor mutational burden was defined as the number of SNVs or indels. Mutational signatures were extracted and fitted to COSMIC reference signatures. Tumor heterogeneity was quantified with a mutant-allele tumor heterogeneity (MATH) score. Genetic biomarkers and frequently occurred copy number alterations (CNAs) were compared between pre- and post-CRT specimens. Their associations with tumor regression grade (TRG) and clinical outcomes were explored. RESULTS Top five mutated genes were APC, TP53, NF1, KRAS, and NOTCH1 for pre-CRT samples and APC, TP53, NF1, CREBBP, and ATM for post-CRT samples. Several gene mutations including RUNX1, EGFR, and TP53 in pre-CRT samples showed significant association with clinical outcomes, but not with TRG. However, no such association was found in post-CRT samples. Discordance of driver mutation status was found between pre- and post-CRT samples. In tumor mutational burden analysis, higher number of SNVs or indels was associated with worse treatment outcomes. Six single-base substitution (SBS) signatures identified were SBS1, SBS30, SBS29, SBS49, SBS3, and SBS44. The MATH score decreased after CRT on paired analysis. Less than half of CNAs frequent in post-CRT samples were present in pre-CRT samples. CONCLUSION Pre- and post-CRT samples showed different genomic landscape. Potential genetic biomarkers of pre-CRT samples found in the current analysis call for external validation.
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Affiliation(s)
- Tae Hoon Lee
- Department of Radiation OncologySeoul National University HospitalSeoulRepublic of Korea
- Department of Clinical Medical ScienceSeoul National University College of MedicineSeoulRepublic of Korea
| | - Bum‐Sup Jang
- Department of Radiation OncologySeoul National University HospitalSeoulRepublic of Korea
| | - Ji Hyun Chang
- Department of Radiation OncologySeoul National University HospitalSeoulRepublic of Korea
| | - Eunji Kim
- Department of Radiation OncologySeoul Metropolitan Government‐Seoul National University Boramae Medical CenterSeoulRepublic of Korea
| | - Jeong Hwan Park
- Department of PathologySeoul Metropolitan Government‐Seoul National University Boramae Medical CenterSeoulRepublic of Korea
| | - Eui Kyu Chie
- Department of Radiation OncologySeoul National University HospitalSeoulRepublic of Korea
- Department of Clinical Medical ScienceSeoul National University College of MedicineSeoulRepublic of Korea
- Department of Radiation OncologySeoul National University College of MedicineSeoulRepublic of Korea
- Medical Research Center, Institute of Radiation MedicineSeoul National UniversitySeoulRepublic of Korea
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21
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Chuang KT, Chiou SS, Hsu SH. Recent Advances in Transcription Factors Biomarkers and Targeted Therapies Focusing on Epithelial-Mesenchymal Transition. Cancers (Basel) 2023; 15:3338. [PMID: 37444447 DOI: 10.3390/cancers15133338] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 06/07/2023] [Accepted: 06/20/2023] [Indexed: 07/15/2023] Open
Abstract
Transcription factors involve many proteins in the process of transactivating or transcribing (none-) encoded DNA to initiate and regulate downstream signals, such as RNA polymerase. Their unique characteristic is that they possess specific domains that bind to specific DNA element sequences called enhancer or promoter sequences. Epithelial-mesenchymal transition (EMT) is involved in cancer progression. Many dysregulated transcription factors-such as Myc, SNAIs, Twists, and ZEBs-are key drivers of tumor metastasis through EMT regulation. This review summarizes currently available evidence related to the oncogenic role of classified transcription factors in EMT editing and epigenetic regulation, clarifying the roles of the classified conserved transcription factor family involved in the EMT and how these factors could be used as therapeutic targets in future investigations.
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Affiliation(s)
- Kai-Ting Chuang
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Shyh-Shin Chiou
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Center of Applied Genomics, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Shih-Hsien Hsu
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Center of Applied Genomics, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Department of Medical Research, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 807, Taiwan
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22
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Zhang F, Cho WC. Therapeutic potential of RUNX1 and RUNX2 in bone metastasis of breast cancer. Expert Opin Ther Targets 2023; 27:413-417. [PMID: 37243490 DOI: 10.1080/14728222.2023.2219395] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 05/15/2023] [Accepted: 05/25/2023] [Indexed: 05/28/2023]
Affiliation(s)
- Fei Zhang
- Department of Health Technology and Informatics, Hong Kong Polytechnic University, Hong Kong SAR, China
| | - William C Cho
- Department of Clinical Oncology, Queen Elizabeth Hospital, Hong Kong SAR, China
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23
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Knockdown of membrane-bound complement regulatory proteins suppresses colon cancer growth in mice through inducing tumor cell apoptosis. Int Immunopharmacol 2023; 114:109450. [PMID: 36446233 DOI: 10.1016/j.intimp.2022.109450] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 11/10/2022] [Accepted: 11/10/2022] [Indexed: 11/29/2022]
Abstract
CD46, CD55 and CD59 are membrane-bound complement regulatory proteins (mCRPs) and highly expressed in many tumor tissues. Our analysis by RNA sequencing and qRT-PCR revealed that the expression of mCRPs was significantly elevated in cancer tissues of 15 patients with colon cancer. To further investigate the role of mCRPs in the development of colon cancer, we suppressed the expression of mCRPs by CD46-shRNA, CD55-shRNA and CD59-shRNA in colon cancer cell lines, SW620 and HT-29 cells. The results indicated that CD46-shRNA, CD55-shRNA and CD59-shRNA effectively reduced the expression of mCRPs, accompanied with the increased LDH release and the percentage of Annexin V + 7-AAD- early phase of apoptotic cells. The similar cytotoxic effects were also observed in the cells treated with CD46 neutralizing antibody (aCD46), associated with the increased C5b-9 deposition, cleaved caspase-3 and Bax expression in the treated cells. The cytotoxic effects by mCRPs knock-down were potentiated in the cells co-treated with doxorubicin (Dox). In addition, STAT3, STAT6, and p38 MAPK inhibitors, including C188-9, AS1517499 and SB203580 effectively reduced the expression of CD46 in the treated colon cells, associated with increased cell apoptosis and LDH release. Further study with mouse model revealed that mCRPs knockdown by mCRPs-shRNA significantly reduced colon cancer growth, associated with increased expression of Bax, cleaved caspase-3 and C5b-9 deposition, but reduced expression of Bcl-2, IL-6 and IL-1beta in tumor tissues of nude mice transplanted with SW620 cells. Thereby, mCRPs expression in human colon cancer cells were upregulated by STAT3/STAT6/p38 MAPK signaling and mCRPs knockdown reduced colon cancer growth in mice through inducing tumor cell apoptosis.
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Rada M, Hassan N, Lazaris A, Metrakos P. The molecular mechanisms underlying neutrophil infiltration in vessel co-opting colorectal cancer liver metastases. Front Oncol 2022; 12:1004793. [PMID: 36330498 PMCID: PMC9623070 DOI: 10.3389/fonc.2022.1004793] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 10/03/2022] [Indexed: 09/25/2023] Open
Abstract
Colorectal cancer liver metastases (CRCLMs) have two major histopathological growth patterns (HGPs): desmoplastic (DHGP) and replacement (RHGP). The DHGP tumours derive their vasculature by angiogenesis, while the RHGP tumours use vessel co-option. Various studies have associated RHGP tumours with an unfavourable prognosis, as well as high levels of resistance to anti-angiogenic agents and chemotherapy. Recently, we reported higher numbers of neutrophils in the tumour microenvironment (TME) of vessel co-opting tumours compared to their angiogenic counterparts. However, the molecular mechanisms underlying this phenotype are unclear. Herein, we suggested a positive correlation between the expression of angiopoietin-1 (Ang1) in the hepatocytes and the presence of neutrophils in vessel co-opting tumours. Importantly, upregulation of Ang1 in the hepatocytes is associated with the presence of runt-related transcription factor-1 (RUNX1) in the neighboring cancer cells in vitro and in vivo. Altogether, our data suggest the molecular mechanisms by which neutrophils are infiltrated in vessel co-opting CRCLM lesions. This finding may yield novel therapeutic strategies for CRCLM patients in future.
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Affiliation(s)
- Miran Rada
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | | | | | - Peter Metrakos
- Cancer Research Program, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
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Ding H, Zhang J, Zhang F, Xu Y, Yu Y, Liang W, Li Q. Role of Cancer-Associated fibroblast in the pathogenesis of ovarian Cancer: Focus on the latest therapeutic approaches. Int Immunopharmacol 2022; 110:109052. [DOI: 10.1016/j.intimp.2022.109052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 07/04/2022] [Accepted: 07/10/2022] [Indexed: 11/05/2022]
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Peripheral Inflammatory Indexes Neutrophil/Lymphocyte Ratio (NLR) and Red Cell Distribution Width (RDW) as Prognostic Biomarkers in Advanced Solitary Fibrous Tumour (SFT) Treated with Pazopanib. Cancers (Basel) 2022; 14:cancers14174186. [PMID: 36077723 PMCID: PMC9454647 DOI: 10.3390/cancers14174186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 08/15/2022] [Accepted: 08/24/2022] [Indexed: 11/17/2022] Open
Abstract
Pazopanib was assessed prospectively in the GEIS-32 phase II study (NCT02066285) on advanced solitary fibrous tumour (SFT), resulting in a longer progression-free survival (PFS) and overall survival (OS) compared with historical controls treated with chemotherapy. A retrospective analysis of peripheral inflammatory indexes in patients enrolled into GEIS-32 was performed to evaluate their prognostic and predictive value. Patients received pazopanib 800 mg/day as the first antiangiogenic line. The impacts of baseline neutrophil/lymphocyte ratio (NLR), platelet/lymphocyte ratio (PLR), and red cell distribution width (RDW) on PFS, OS, and Choi response were evaluated by univariate and multivariate analysis. Metastasis-free interval (MFI), mitotic count, and ECOG were also included as potential prognostic factors. Sixty-seven SFT patients, enrolled in this study, showed a median age of 63 years and a female/male distribution of 57/43. The median follow-up from treatment initiation was 16.8 months. High baseline NLR, PLR, and standardised RDW were significantly associated with worse PFS and OS. NLR, RDW, MFI, and mitotic count were independent variables for PFS, while RDW and ECOG were independent for OS. Further, NLR and mitotic count were independent factors for Choi response. High baseline NLR and RDW values were independent prognostic biomarkers for worse outcome in advanced SFT patients treated with pazopanib.
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