1
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Xu C, Wang B, Xu T, Lv Y, Pan X, Zhao X, Tan F, Sheng H, Yu L. EZH2 inhibitor and Vismodegib synergistically inhibit the growth and metastasis of medulloblastoma. Med Oncol 2025; 42:186. [PMID: 40299236 DOI: 10.1007/s12032-025-02734-0] [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: 02/06/2025] [Accepted: 04/18/2025] [Indexed: 04/30/2025]
Abstract
Resistance frequently arises when treating medulloblastoma (MB) patients with Vismodegib, markedly shortening their survival time. Consequently, the urgent problem to be solved is the discovery of a drug that can synergize with Vismodegib to improve its resistance in patients and enhance its efficacy. To validate the feasibility and efficacy of combining EZH2 (Enhancer of zeste homolog 2) inhibitor (EZH2i) with Vismodegib. A comprehensive assessment of their individual and combined effects on MB cell proliferation, migration, and invasion capabilities was conducted. The promising potential of EZH2i in inhibiting MB cell growth, migration and invasion was exhibited when used alone. Furthermore, when combined with Vismodegib, the inhibitory effect on MB was significantly potentiated. This synergy was further confirmed by SynergyFinder analysis, which revealed a remarkable highest single-agent score of 14.85 for the GSK126 and Vismodegib combination. Importantly, the enhanced efficacy of the combined EZH2i and Vismodegib therapy in suppressing tumor growth was also verified by the xenograft experiments in vivo. In summary, the combined use of EZH2i and Vismodegib demonstrated a remarkable synergistic effect in suppressing MB growth, presenting a promising treatment option for MB patients who had become resistant to Vismodegib.
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Affiliation(s)
- Chao Xu
- Department of Neurosurgery, the Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Bohong Wang
- Department of Neurosurgery, the Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Tao Xu
- Department of Neurosurgery, the Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yao Lv
- School of Basic Medical Sciences, Wenzhou Medical University, Wenzhou, China
| | - Xiani Pan
- Department of Neurosurgery, the Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xiangmao Zhao
- Department of Neurosurgery, the Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Feng Tan
- Department of Neurosurgery, the Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China.
| | - Hansong Sheng
- Department of Neurosurgery, the Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China.
| | - Lisheng Yu
- Department of Neurosurgery, the Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China.
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2
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Kumari P, Garg S, Arya AK, Kaur J, Sachdeva NK, Saikia UN, Dahiya D, Bhadada SK, Rao SD. Enhancer of zeste homolog 2 (EZH2) in endocrine tumors: current knowledge and future directions. Expert Opin Ther Targets 2025; 29:159-169. [PMID: 40111060 DOI: 10.1080/14728222.2025.2482555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2024] [Revised: 03/06/2025] [Accepted: 03/18/2025] [Indexed: 03/22/2025]
Abstract
INTRODUCTION Enhancer of zeste homolog 2 (EZH2) is a histone methyltransferase that orchestrates gene expression via epigenetic and non-epigenetic mechanisms. EZH2 performs epigenetic functions by methylating histones and/or non-histone proteins and suppressing or activating target genes. Moreover, non-epigenetic functions involve dysregulation of target genes independent of histone methylation, thereby impacting multiple signaling pathways. AREAS COVERED EZH2 has emerged as a pivotal player in the initiation of various cancers. EZH2 overexpression facilitated by H3K27me3 is the principal driver. However, the consequent dysregulation of target genes resulting from EZH2 overexpression has emerged as a secondary instigator of tumorigenesis, leading to metastasis and poor prognosis. Further complexity arises from somatic mutations in EZH2 and downstream target genes such as BRAF and RASSF1A. However, understanding its effects on endocrine tumors/cancers remains an underexplored with the potential to significantly enhance clinical outcomes and contribute to human health. Therefore, the present review focuses on the multifaceted functions of EZH2 and its pathophysiological mechanisms in tumor proliferation, with a specific emphasis on endocrine tumors. EXPERT OPINION Investigating EZH2 mechanisms and targeting with inhibitors and drugs is an active area of research that could offer a promising avenue for treatment and a better understanding of molecular therapeutic interventions.
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Affiliation(s)
- Poonam Kumari
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Sheenam Garg
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Ashutosh Kumar Arya
- Department of Endocrinology & Metabolism, All India Institute of Medical Sciences, New Delhi, India
| | - Jyotdeep Kaur
- Department of Biochemistry, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Naresh Kumar Sachdeva
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Uma Nahar Saikia
- Department of Histopathology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Divya Dahiya
- Department of General Surgery, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Sanjay Kumar Bhadada
- Department of Endocrinology, Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh, India
| | - Sudhaker D Rao
- Bone and Mineral Research Laboratory, Henry Ford Hospital, Detroit, MI, USA
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3
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Marques-Pamies M, Gil J, Valassi E, Pons L, Carrato C, Jordà M, Puig-Domingo M. New molecular tools for precision medicine in pituitary neuroendocrine tumors. Minerva Endocrinol (Torino) 2024; 49:300-320. [PMID: 38261299 DOI: 10.23736/s2724-6507.23.04063-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Precision, personalized, or individualized medicine in pituitary neuroendocrine tumors (PitNETs) has become a major topic in the last few years. It is based on the use of biomarkers that predictively segregate patients and give answers to clinically relevant questions that help us in the individualization of their management. It allows us to make early diagnosis, predict response to medical treatments, predict surgical outcomes and investigate new targets for therapeutic molecules. So far, substantial progress has been made in this field, although there are still not enough precise tools that can be implemented in clinical practice. One of the main reasons is the excess overlap among clustered patients, with an error probability that is not currently acceptable for clinical practice. This overlap is due to the high heterogeneity of PitNETs, which is too complex to be overcome by the classical biomarker investigation approach. A systems biology approach based on artificial intelligence techniques seems to be able to give answers to each patient individually by building mathematical models through the interaction of multiple factors, including those of omics sciences. Integrated studies of different molecular omics techniques, as well as radiomics and clinical data are necessary to understand the whole system and to finally achieve the key to obtain precise biomarkers and implement personalized medicine. In this review we have focused on describing the current advances in the area of PitNETs based on the omics sciences, that are clearly going to be the new tool for precision medicine.
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Affiliation(s)
| | - Joan Gil
- Endocrine Research Unit, Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
- Centro de Investigación en Red de Enfermedades Raras (CIBERER), Health Institute of Carlos III, Madrid, Spain
- Department of Endocrinology, Research Center for Pituitary Diseases, Sant Pau Hospital, Barcelona, Spain
| | - Elena Valassi
- Centro de Investigación en Red de Enfermedades Raras (CIBERER), Health Institute of Carlos III, Madrid, Spain
- Department of Endocrinology and Nutrition, Germans Trias i Pujol University Hospital, Badalona, Spain
| | - Laura Pons
- Department of Pathology, Germans Trias i Pujol Hospital, Badalona, Spain
| | - Cristina Carrato
- Department of Pathology, Germans Trias i Pujol Hospital, Badalona, Spain
| | - Mireia Jordà
- Endocrine Research Unit, Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain
| | - Manel Puig-Domingo
- Endocrine Research Unit, Germans Trias i Pujol Research Institute (IGTP), Badalona, Spain -
- Centro de Investigación en Red de Enfermedades Raras (CIBERER), Health Institute of Carlos III, Madrid, Spain
- Department of Endocrinology and Nutrition, Germans Trias i Pujol University Hospital, Badalona, Spain
- Department of Medicine, Autonomous University of Barcelona, Barcelona, Spain
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4
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Barati T, Mirzaei Z, Ebrahimi A, Shekari Khaniani M, Mansoori Derakhshan S. miR-449a: A Promising Biomarker and Therapeutic Target in Cancer and Other Diseases. Cell Biochem Biophys 2024; 82:1629-1650. [PMID: 38809350 DOI: 10.1007/s12013-024-01322-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/17/2024] [Indexed: 05/30/2024]
Abstract
In the regulation of gene expression, epigenetic factors like non-coding RNAs (ncRNAs) play an equal role in genetics. The role of microRNAs (miRNAs), which are members of the ncRNA family, in post-transcriptional gene regulation is well-documented and has important implications for both normal and abnormal biological processes, such as angiogenesis, proliferation, survival, and apoptosis. The purpose of this study was to synthesize previous research on miR-449a by analyzing published results from various databases, as there have been a number of investigations on miR-449's potential involvement in the development of human disorders. Based on our findings, miR-449 is strongly dysregulated in a wide range of diseases, from various cancers to cardiovascular diseases, cognitive impairments, and respiratory diseases, and it may play a pivotal role in the development of these problems. In addition, miR-449a functions as a crucial regulator of the expression of several well-known genes, including E2F-3, BCL2, NOTCH1, and SOX4. This, in turn, modulates various pathways and processes related to cancer, including Notch, PI3K, and TGF-β, and contributes to the improvement of cancer drug sensitivity. Curiously, abnormalities in the expression of this miRNA may serve as diagnostic or prognostic indicators for distinguishing between healthy people and patients or to evaluate the survival rates for specific disorders. This article provides a synopsis of the current understanding of miR-449a's role in human disease development through its regulation of gene expression and the biological processes related to these genes and their linked processes. In addition, we have covered the topic of miR-449a's potential as a clinical feature (diagnosis and prognosis) indicator for a range of disorders, both neoplastic and non-neoplastic. In general, our goal was to gain a thorough comprehension of the numerous functions of miR-449a in different disorders.
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Affiliation(s)
- Tahereh Barati
- Department of Medical Genetics, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Zohreh Mirzaei
- Department of Medical Genetics, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Amir Ebrahimi
- Department of Medical Genetics, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Mahmoud Shekari Khaniani
- Department of Medical Genetics, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.
| | - Sima Mansoori Derakhshan
- Department of Medical Genetics, Faculty of Medicine, Tabriz University of Medical Sciences, Tabriz, Iran.
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5
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Cai Y, Chen P, Xu H, Li S, Zhao B, Fan Y, Wang F, Zhang Y. EZH2 Gene Knockdown Inhibits Sheep Pituitary Cell Proliferation via Downregulating the AKT/ERK Signaling Pathway. Int J Mol Sci 2023; 24:10656. [PMID: 37445833 DOI: 10.3390/ijms241310656] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 06/22/2023] [Accepted: 06/24/2023] [Indexed: 07/15/2023] Open
Abstract
Pituitary gonadotropins perform essential functions in mammalian reproduction by stimulating gametogenesis and steroidogenesis in the ovaries and testicles. EZH2 is a histone methyltransferase that inhibits proliferation and aggravates apoptosis in stem cells subjected to pathological stimuli. However, the expression and molecular mechanisms of EZH2 in pituitary cells in vitro have not been extensively studied. In this study, the relative abundances of EZH2 mRNA (p < 0.01) and protein (p < 0.05) expression were larger in the pituitary cells of Hu sheep with relatively greater fecundity (GF) compared to those with lesser fecundity (LF). Loss-of-function examinations demonstrated that EZH2 gene knockdown led to an earlier induction of apoptosis in sheep pituitary cells (PCs). The relative abundance of CASP3, CASP9, and BAX was increased (p < 0.01), while BCL2's abundance was less decreased (p < 0.01) in PCs where there was EZH2 gene knockdown. Additionally, cell proliferation (p < 0.01) and viability (p < 0.01) were decreased in EZH2-knockdown sheep PCs, and the cell cycle was blocked compared to a negative control (NC). Notably, EZH2 gene knockdown led to reduced abundances of gonadotropin subunit gene transcripts (FSHβ, p < 0.05) and reduced FSH release (p < 0.01) from PCs. EZH2 gene knockdown led to reduced phosphorylation of AKT, ERK, and mTOR (p < 0.01). The results suggest that EZH2 regulates pituitary cell proliferation, apoptosis, and FSH secretion through modulation of the AKT/ERK signaling pathway, providing a foundation for further study of pituitary cell functions.
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Affiliation(s)
- Yu Cai
- Jiangsu Livestock Embryo Engineering Laboratory, Nanjing Agricultural University, Nanjing 210095, China
| | - Peiyong Chen
- Jiangsu Livestock Embryo Engineering Laboratory, Nanjing Agricultural University, Nanjing 210095, China
| | - Hui Xu
- Jiangsu Livestock Embryo Engineering Laboratory, Nanjing Agricultural University, Nanjing 210095, China
| | - Shanglai Li
- Jiangsu Livestock Embryo Engineering Laboratory, Nanjing Agricultural University, Nanjing 210095, China
| | - Bingru Zhao
- Jiangsu Livestock Embryo Engineering Laboratory, Nanjing Agricultural University, Nanjing 210095, China
| | - Yixuan Fan
- Jiangsu Livestock Embryo Engineering Laboratory, Nanjing Agricultural University, Nanjing 210095, China
| | - Feng Wang
- Jiangsu Livestock Embryo Engineering Laboratory, Nanjing Agricultural University, Nanjing 210095, China
| | - Yanli Zhang
- Jiangsu Livestock Embryo Engineering Laboratory, Nanjing Agricultural University, Nanjing 210095, China
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6
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Zhang Y, Luo Y, Kong X, Wan T, Long Y, Ma J. A Preoperative MRI-Based Radiomics-Clinicopathological Classifier to Predict the Recurrence of Pituitary Macroadenoma Within 5 Years. Front Neurol 2022; 12:780628. [PMID: 35069413 PMCID: PMC8767054 DOI: 10.3389/fneur.2021.780628] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Accepted: 12/02/2021] [Indexed: 11/23/2022] Open
Abstract
Objective: To investigate the ability of a MRI-based radiomics-clinicopathological model to predict pituitary macroadenoma (PMA) recurrence within 5 years. Materials and Methods: We recruited 74 recurrent and 94 non-recurrent subjects, following first surgery with 5-year follow-up data. Univariate and multivariate analyses were conducted to identify independent clinicopathological risk factors. Two independent and blinded neuroradiologists used 3D-Slicer software to manually delineate whole tumors using preoperative axial contrast-enhanced T1WI (CE-T1WI) images. 3D-Slicer was then used to extract radiomics features from segmented tumors. Dimensionality reduction was carried out by the least absolute shrinkage and selection operator (LASSO). Two multilayer perceptron (MLP) models were established, including independent clinicopathological risk factors (Model 1) and a combination of screened radiomics features and independent clinicopathological markers (Model 2). The predictive performance of these models was evaluated by receiver operator characteristic (ROC) curve analysis. Results: In total, 1,130 features were identified, and 4 of these were selected by LASSO. In the test set, the area under the curve (AUC) of Model 2 was superior to Model 1 {0.783, [95% confidence interval (CI): 0.718—.860] vs. 0.739, (95% CI: 0.665–0.818)}. Model 2 also yielded the higher accuracy (0.808 vs. 0.692), sensitivity (0.826 vs. 0.652), and specificity (0.793 vs. 0.724) than Model 1. Conclusions: The integrated classifier was superior to a clinical classifier and may facilitate the prediction of individualized prognosis and therapy.
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Affiliation(s)
- Yu Zhang
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yuqi Luo
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xin Kong
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Tao Wan
- School of Biomedical Science and Medical Engineering, Beijing Advanced Innovation Centre for Biomedical Engineering, Beihang University, Beijing, China
| | - Yunling Long
- Department of Biomedical Engineering, School of Biomedical Engineering, Capital Medical University, Beijing, China.,Beijing Neurosurgical Institute, Beijing Tiantan Hospital, Beijing, China
| | - Jun Ma
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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7
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Onizuka H, Masui K, Amano K, Kawamata T, Yamamoto T, Nagashima Y, Shibata N. Metabolic Reprogramming Drives Pituitary Tumor Growth through Epigenetic Regulation of TERT. Acta Histochem Cytochem 2021; 54:87-96. [PMID: 34276102 PMCID: PMC8275863 DOI: 10.1267/ahc.21-00007] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 05/25/2021] [Indexed: 12/13/2022] Open
Abstract
Pituitary adenomas are common, benign brain tumors. Some tumors show aggressive phenotypes including early recurrence, local invasion and distant metastasis, but the underlying mechanism to drive the progression of pituitary tumors has remained to be clarified. Aerobic glycolysis known as the Warburg effect is one of the emerging hallmarks of cancer, which has an impact on the tumor biology partly through epigenetic regulation of the tumor-promoting genes. Here, we demonstrate metabolic reprogramming in pituitary tumors contributes to tumor cell growth with epigenetic changes such as histone acetylation. Notably, a shift in histone acetylation increases the expression of telomerase reverse transcriptase (TERT) oncogene, which drives metabolism-dependent cell proliferation in pituitary tumors. These indicate that epigenetic changes could be the specific biomarker for predicting the behavior of pituitary tumors and exploitable as a novel target for the aggressive types of the pituitary tumors.
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Affiliation(s)
- Hiromi Onizuka
- Department of Surgical Pathology, Tokyo Women’s Medical University
- Division of Pathological Neuroscience, Department of Pathology, Tokyo Women’s Medical University
| | - Kenta Masui
- Division of Pathological Neuroscience, Department of Pathology, Tokyo Women’s Medical University
| | - Kosaku Amano
- Department of Neurosurgery, Tokyo Women’s Medical University
| | | | - Tomoko Yamamoto
- Department of Surgical Pathology, Tokyo Women’s Medical University
- Division of Pathological Neuroscience, Department of Pathology, Tokyo Women’s Medical University
| | - Yoji Nagashima
- Department of Surgical Pathology, Tokyo Women’s Medical University
| | - Noriyuki Shibata
- Division of Pathological Neuroscience, Department of Pathology, Tokyo Women’s Medical University
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8
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Ruan Y, Xu H, Ji X, Zhao J. BLM interaction with EZH2 regulates MDM2 expression and is a poor prognostic biomarker for prostate cancer. Am J Cancer Res 2021; 11:1347-1368. [PMID: 33948362 PMCID: PMC8085859] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 01/20/2021] [Indexed: 06/12/2023] Open
Abstract
Prostate cancer (PCa) is one of the major causes of cancer death among males worldwide. Our previous studies indicated that the proliferation of prostate cancer cells was reduced after BLM knockdown, however, the mechanism is still not clear. In this study, we identified a direct interaction between BLM and EZH2, which had extremely significantly positive correlations (P<0.001). In vitro, our research revealed that tumor growth was inhibited after EZH2 knockdown and that inhibition could be reversed by BLM overexpression; conversely, tumor growth was promoted after EZH2 overexpression, and promotion could be reversed by BLM knockdown. This suggests that BLM and EZH2 play important roles in the progression of prostate cancer cells. In vivo, the impact of BLM and EZH2 was investigated in mouse xenograft models, and the results showed that EZH2 could be regulated by BLM, which was consistent with our in vitro observations. Our results demonstrated that the expression of P53 is affected by the binding of BLM and EZH2 to the MDM2 promoter region. This finding indicated that EZH2 regulates the expression of MDM2 at the transcriptional level by interacting with BLM.
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Affiliation(s)
- Yong Ruan
- Guizhou University School of MedicineGuiyang, Guizhou, China
- Key Laboratory of Animal Genetics, Breeding and Reproduction in The Plateau Mountainous Region, Ministry of EducationGuiyang, Guizhou, China
- Guizhou Key Laboratory of Animal Heredity, Breeding and ReproductionGuizhou, China
- College of Animal Science, Guizhou UniversityGuiyang, Guizhou, China
| | - Houqiang Xu
- Guizhou University School of MedicineGuiyang, Guizhou, China
- Key Laboratory of Animal Genetics, Breeding and Reproduction in The Plateau Mountainous Region, Ministry of EducationGuiyang, Guizhou, China
- Guizhou Key Laboratory of Animal Heredity, Breeding and ReproductionGuizhou, China
- College of Animal Science, Guizhou UniversityGuiyang, Guizhou, China
| | - Xinqin Ji
- Key Laboratory of Animal Genetics, Breeding and Reproduction in The Plateau Mountainous Region, Ministry of EducationGuiyang, Guizhou, China
- Guizhou Key Laboratory of Animal Heredity, Breeding and ReproductionGuizhou, China
- College of Animal Science, Guizhou UniversityGuiyang, Guizhou, China
| | - Jiafu Zhao
- Key Laboratory of Animal Genetics, Breeding and Reproduction in The Plateau Mountainous Region, Ministry of EducationGuiyang, Guizhou, China
- Guizhou Key Laboratory of Animal Heredity, Breeding and ReproductionGuizhou, China
- College of Animal Science, Guizhou UniversityGuiyang, Guizhou, China
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9
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Zhang Y, Luo Y, Kong X, Wan T, Long Y, Ma J. A Preoperative MRI-Based Radiomics-Clinicopathological Classifier to Predict the Recurrence of Pituitary Macroadenoma Within 5 Years. Front Neurol 2021. [PMID: 35069413 DOI: 10.3389/fneur.2021.780628/full] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/08/2023] Open
Abstract
Objective: To investigate the ability of a MRI-based radiomics-clinicopathological model to predict pituitary macroadenoma (PMA) recurrence within 5 years. Materials and Methods: We recruited 74 recurrent and 94 non-recurrent subjects, following first surgery with 5-year follow-up data. Univariate and multivariate analyses were conducted to identify independent clinicopathological risk factors. Two independent and blinded neuroradiologists used 3D-Slicer software to manually delineate whole tumors using preoperative axial contrast-enhanced T1WI (CE-T1WI) images. 3D-Slicer was then used to extract radiomics features from segmented tumors. Dimensionality reduction was carried out by the least absolute shrinkage and selection operator (LASSO). Two multilayer perceptron (MLP) models were established, including independent clinicopathological risk factors (Model 1) and a combination of screened radiomics features and independent clinicopathological markers (Model 2). The predictive performance of these models was evaluated by receiver operator characteristic (ROC) curve analysis. Results: In total, 1,130 features were identified, and 4 of these were selected by LASSO. In the test set, the area under the curve (AUC) of Model 2 was superior to Model 1 {0.783, [95% confidence interval (CI): 0.718-.860] vs. 0.739, (95% CI: 0.665-0.818)}. Model 2 also yielded the higher accuracy (0.808 vs. 0.692), sensitivity (0.826 vs. 0.652), and specificity (0.793 vs. 0.724) than Model 1. Conclusions: The integrated classifier was superior to a clinical classifier and may facilitate the prediction of individualized prognosis and therapy.
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Affiliation(s)
- Yu Zhang
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yuqi Luo
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Xin Kong
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Tao Wan
- School of Biomedical Science and Medical Engineering, Beijing Advanced Innovation Centre for Biomedical Engineering, Beihang University, Beijing, China
| | - Yunling Long
- Department of Biomedical Engineering, School of Biomedical Engineering, Capital Medical University, Beijing, China
- Beijing Neurosurgical Institute, Beijing Tiantan Hospital, Beijing, China
| | - Jun Ma
- Department of Radiology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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10
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Han C, Lin S, Lu X, Xue L, Wu ZB. Tumor-Associated Macrophages: New Horizons for Pituitary Adenoma Researches. Front Endocrinol (Lausanne) 2021; 12:785050. [PMID: 34925244 PMCID: PMC8675584 DOI: 10.3389/fendo.2021.785050] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 11/10/2021] [Indexed: 12/12/2022] Open
Abstract
Macrophages are one of the most common infiltrating immune cells and an essential component of tumor microenvironment. Macrophages and the soluble cytokines and chemokines produced play an important role in tumorigenesis, progression, invasion and metastasis in solid tumors. Despite the multiple studies in other solid tumors, there is little known about macrophages in pituitary adenomas. Recently, studies about pituitary adenoma-infiltrated macrophages have been emerging, including the immunohistochemical and immunophenotypic analysis of the pituitary adenomas and further studies into the mechanism of the crosstalk between macrophages and tumor cells in vivo and in vitro. These studies have offered us new insights into the polarization of macrophages and its role in tumorigenesis, progression and invasion of pituitary adenomas. This review describes the advances in the field of pituitary adenoma-infiltrated macrophages and the prospect of targeting macrophages as cancer therapy in pituitary adenoma.
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Affiliation(s)
| | | | | | | | - Zhe Bao Wu
- *Correspondence: Shaojian Lin, ; Zhe Bao Wu,
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11
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Shariq OA, Lines KE. Epigenetic dysregulation in pituitary tumors. INTERNATIONAL JOURNAL OF ENDOCRINE ONCOLOGY 2019. [DOI: 10.2217/ije-2019-0006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Pituitary tumors are common intracranial neoplasms associated with significant morbidity due to hormonal dysregulation and neurologic symptoms. Somatic mutations are uncommon in sporadic pituitary adenomas, and only few monogenic conditions are associated with pituitary tumors. However, increasing evidence suggests that aberrant epigenetic modifications are found in pituitary tumors. In this review, we describe these mechanisms, including DNA methylation, histone modification and microRNA expression, and the evidence supporting their dysregulation in pituitary tumors, as well as their regulation of pro-tumorigenic genes. In addition, we provide an overview of findings from preclinical studies investigating the use of histone deacetylase inhibitors to treat pituitary adenomas and the need for further studies involving epigenetic drugs and functional characterization of epigenetic dysregulation.
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Affiliation(s)
- Omair A Shariq
- OCDEM, Radcliffe Department of Medicine, University of Oxford, Churchill Hospital, Oxford, OX3 7LJ, UK
| | - Kate E Lines
- OCDEM, Radcliffe Department of Medicine, University of Oxford, Churchill Hospital, Oxford, OX3 7LJ, UK
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12
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Yagnik G, Rutowski MJ, Shah SS, Aghi MK. Stratifying nonfunctional pituitary adenomas into two groups distinguished by macrophage subtypes. Oncotarget 2019; 10:2212-2223. [PMID: 31040912 PMCID: PMC6481336 DOI: 10.18632/oncotarget.26775] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Accepted: 02/21/2019] [Indexed: 12/19/2022] Open
Abstract
Tumor-associated macrophages (TAMs) polarize to M1 and M2 subtypes exerting anti-tumoral and pro-tumoral effects, respectively. To date, little is known about TAMs, their subtypes, and their roles in non-functional pituitary adenomas (NFPAs). We performed flow cytometry on single cell suspensions from 16 NFPAs, revealing that CD11b+ myeloid cells comprise an average of 7.3% of cells in NFPAs (range = 0.5%–27.1%), with qPCR revealing most CD11b+ cells to be monocyte-derived TAMs rather than native microglia. The most CD11b-enriched NFPAs (10–27% CD11b+) were the most expansile (size>3.5 cm or MIB1>3%). Increasing CD11b+ fraction was associated with decreased M2 TAMs and increased M1 TAMs. All NFPAs with cavernous sinus invasion had M2/M1 gene expression ratios above one, while 80% of NFPAs without cavernous sinus invasion had M2/M1<1 (P = 0.02). Cultured M2 macrophages promoted greater invasion (P < 10-5) and proliferation (P = 0.03) of primary NFPA cultures than M1 macrophages in a manner inhibited by siRNA targeting S100A9 and EZH2, respectively. Primary NFPA cultures were of two types: some recruited more monocytes in an MCP-1-dependent manner and polarized these to M2 TAMs, while others recruited fewer monocytes and polarized them to M1 TAMS in a GM-CSF-dependent manner. These findings suggest that TAM recruitment and polarization into the pro-tumoral M2 subtype drives NFPA proliferation and invasion. Robust M2 TAM infiltrate may occur during an NFPA growth phase before self-regulating into a slower growth phase with fewer overall TAMs and M1 polarization. Analyses like these could generate immunomodulatory therapies for NFPAs.
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Affiliation(s)
- Garima Yagnik
- Department of Neurosurgery, University of California San Francisco (UCSF), San Francisco, CA, USA
| | - Martin J Rutowski
- Department of Neurosurgery, University of California San Francisco (UCSF), San Francisco, CA, USA
| | - Sumedh S Shah
- Department of Neurosurgery, University of California San Francisco (UCSF), San Francisco, CA, USA
| | - Manish K Aghi
- Department of Neurosurgery, University of California San Francisco (UCSF), San Francisco, CA, USA
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13
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Zheng W, Yu A. EZH2-mediated suppression of lncRNA-LET promotes cell apoptosis and inhibits the proliferation of post-burn skin fibroblasts. Int J Mol Med 2018; 41:1949-1957. [PMID: 29393360 PMCID: PMC5810232 DOI: 10.3892/ijmm.2018.3425] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2016] [Accepted: 11/09/2017] [Indexed: 12/28/2022] Open
Abstract
Although the upregulation of enhancer of zeste homolog 2 (EZH2) expression and downregulation of long non-coding RNA (lncRNA) LET expression are known to be associated with cell apoptosis and proliferation, little is known about the interaction of EZH2 with lncRNA LET. The present study aimed to investigate the interaction of EZH2 and lncRNA LET, and the mechanism of human dermal fibroblast (HDF) proliferation and apoptosis. Tissue samples from 33 burn patients with second- and third-degree burns and 8 controls were collected. mRNA was extracted from the burn tissues for analysis. Isolated primary HDFs were treated with heat or transfected with LET overexpression vectors, and the cell functions and associated proteins in the HDFs were analyzed. Decreased lncRNA LET expression was detected in burn tissues compared with normal skin. Heat-treated HDFs exhibited a reduction in lncRNA LET expression and increase in EZH2 expression. LET gain-of-function experiments in primary HDFs revealed increases in cell proliferation, the proportion of cells in the S stage, and cyclin D1 and cyclin-dependent kinase 4 (CDK4) expression, and reductions in the percentage of apoptotic cells, the Bax/Bcl-2 ratio and caspase-3 expression. RNA immunoprecipitation and chromatin immunoprecipitation assays demonstrated the interaction of ZH2 with lncRNA LET, and of EZH2 with H3K27me3 in HDFs. Furthermore, a negative correlation between lncRNA LET and EZH2 expression was identified. It may be concluded that increased lncRNA-LET expression promoted cell proliferation and inhibited cell apoptosis via the cyclin D1-CDK4 and Bax/Bcl-2/caspase-3 signaling pathways, respectively. Furthermore, the inhibition of lncRNA LET may be regarded as an option for use in the healing of burns.
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Affiliation(s)
- Weicai Zheng
- Department of Burns and Plastic Surgery, The First Affiliated Hospital of Henan University of Science and Technology, College of Clinical Medicine of Henan University of Science and Technology, Luoyang, Henan 471003, P.R. China
| | - Aixiang Yu
- Department of Burns and Plastic Surgery, The First Affiliated Hospital of Henan University of Science and Technology, College of Clinical Medicine of Henan University of Science and Technology, Luoyang, Henan 471003, P.R. China
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14
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Uraki S, Ariyasu H, Doi A, Furuta H, Nishi M, Sugano K, Inoshita N, Nakao N, Yamada S, Akamizu T. Atypical pituitary adenoma with MEN1 somatic mutation associated with abnormalities of DNA mismatch repair genes; MLH1 germline mutation and MSH6 somatic mutation. Endocr J 2017; 64:895-906. [PMID: 28701629 DOI: 10.1507/endocrj.ej17-0036] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
The mechanism of pituitary tumorigenesis remains largely unknown. Lynch syndrome is an autosomal, dominantly inherited syndrome caused by a defective mismatch repair (MMR) mechanism involved in the development of various tumors at an early age. In this case study, we showed the occurrence of pituitary tumors associated with Lynch syndrome for the first time and performed genetic and immunohistochemical analysis to evaluate the genetic aberrations that might be related to the tumorigenesis and proliferation. A 68-year-old female patient with Lynch syndrome due to mutL homolog 1 (MLH1) gene mutation suffered from hypersecretion of adrenocorticotrophic hormone (ACTH), hypercortisolism and a rapidly progressive pituitary tumor. We performed genetic analysis by whole genome sequencing with genomic DNA of the pituitary tumor and peripheral blood leukocytes, as well as immunohistochemical analysis of MMR proteins. Genetic analysis revealed that the tumor had homozygous gene mutation of MEN1 associated with pituitary tumorigenesis and mutS homolog 6 (MSH6) gene. Furthermore, immunohistochemical analysis showed that MLH1 and MSH6 immunoexpression were negative. We reveal for the first time that MMR abnormality could cause somatic mutation of MEN1 and pituitary tumor occurrence is associated with Lynch syndrome. We suggest that the identified gene mutations, especially those of MSH6 and MLH1 genes, may be involved in the pathogenesis and proliferation of pituitary tumor. The knowledge obtained from our case study is important to elucidate the pathogenesis and proliferation mechanisms of pituitary tumors.
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Affiliation(s)
- Shinsuke Uraki
- The 1st Department of Internal Medicine, Wakayama Medical University, Wakayama, Japan
| | - Hiroyuki Ariyasu
- The 1st Department of Internal Medicine, Wakayama Medical University, Wakayama, Japan
| | - Asako Doi
- The 1st Department of Internal Medicine, Wakayama Medical University, Wakayama, Japan
| | - Hiroto Furuta
- The 1st Department of Internal Medicine, Wakayama Medical University, Wakayama, Japan
| | - Masahiro Nishi
- The 1st Department of Internal Medicine, Wakayama Medical University, Wakayama, Japan
| | - Kokichi Sugano
- Oncogene Research Unit/Cancer Prevention Unit, Tochigi Cancer Center Research Institute, Tochigi, Japan
| | - Naoko Inoshita
- Department of Pathology, Toranomon Hospital, Tokyo 105-8470, Japan
| | - Naoyuki Nakao
- Department of Neurological Surgery, Wakayama Medical University, Wakayama, Japan
| | - Shozo Yamada
- Department of Hypothalamic and Pituitary Surgery, Toranomon Hospital, Tokyo 105-8470, Japan
| | - Takashi Akamizu
- The 1st Department of Internal Medicine, Wakayama Medical University, Wakayama, Japan
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15
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Lactate dehydrogenase A promotes the invasion and proliferation of pituitary adenoma. Sci Rep 2017; 7:4734. [PMID: 28680051 PMCID: PMC5498590 DOI: 10.1038/s41598-017-04366-5] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2017] [Accepted: 05/11/2017] [Indexed: 11/09/2022] Open
Abstract
Lactate dehydrogenase A (LDHA) has been reported to be involved in the initiation and progression of tumors. However, the potential role of LDHA in pituitary adenoma (PA) remains unknown. In this study, we showed that the expression levels of LDHA mRNA and protein were significantly elevated in invasive PA samples, and positively correlated with higher Ki-67 index. Overexpression of LDHA in a PA cell line (GH3) promoted glucose uptake through the upregulation of glucose transporter-1 (Glut1), lactate secretion and induced cellular invasion by upregulation of matrix metalloproteinase2 (MMP2). LDHA also promoted GH3 cell proliferation through induction of cell cycle progression via activation of the Akt-GSK-3β-cyclinD1 pathway. Accordingly, oxamate-induced inhibition of LDHA suppressed glucose uptake, lactate secretion, invasion and proliferation in GH3 cells via down regulation of Glut1 and MMP2 expression and inhibition of the Akt-GSK-3β-cyclinD1 pathway. Moreover, oxamate induced GH3 cell apoptosis by increasing mitochondrial reactive oxygen species (ROS) generation. In vivo, LDHA overexpression promoted tumor growth, and oxamate delayed tumor growth. In primary PA cell cultures, oxamate also effectively suppressed invasion and proliferation. Our data indicate that LDHA is involved in promoting the progression of PA, and oxamate might be a promising therapeutic agent for the treatment of PA.
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Sav A, Rotondo F, Syro LV, Altinoz MA, Kovacs K. Selective molecular biomarkers to predict biologic behavior in pituitary tumors. Expert Rev Endocrinol Metab 2017; 12:177-185. [PMID: 30063456 DOI: 10.1080/17446651.2017.1312341] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
To date, several cell proliferation markers, apoptosis, vascular markers, oncogenes, tumor suppressor genes, cell cycle mediators, microRNA (miRNAs), and long noncoding RNAs (lncRNAs) have been identified to be involved in the tumorigenesis, migration, proliferation and invasiveness of pituitary adenomas. There are still no reliable morphologic markers predictive of pituitary adenoma recurrence. Recent scientific research introduced new techniques to enable us to attain new information on the genesis and biologic behavior of pituitary adenomas. Areas covered: This review covers selected, compelling and cumulative information in regards to TACSTD family (EpCAM, TROP2), neuropilin (NRP-1), oncogene-induced senescence (OIS), fascins (FSCN1), invasion-associated genes (CLDN7, CNTNAP2, ITGA6, JAM3, PTPRC and CTNNA1) EZH2, and ENC1 genes and endocan. Expert commentary: Ongoing research provides clinicians, surgeons and researchers with new information not only on diverse pathways in tumorigenesis but also on the clinical aggressive behavior of pituitary adenomas. Newly developed molecular techniques, bioinformatics and new pharmaceutical drug options are helpful tools to widen the perspectives in our understanding of the complex nature of pituitary tumorigenesis. The discovery of new molecular biomarkers can only be accomplished by continuing to investigate pituitary embryogenesis, histogenesis and tumorigenesis.
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Affiliation(s)
- Aydin Sav
- a Division of Neuropathology , Nisantasi Pathology Group , Istanbul , Turkey
| | - Fabio Rotondo
- b Department of Laboratory Medicine, Division of Pathology, St. Michael's Hospital , University of Toronto , Toronto , ON , Canada
| | - Luis V Syro
- c Department of Neurosurgery , Hospital Pablo Tobon Uribe and Clinica Medellin , Medellin , Colombia
| | - Meric A Altinoz
- d Department of Immunology, Experimental Medical Research Institute , Istanbul University , Istanbul , Turkey
| | - Kalman Kovacs
- b Department of Laboratory Medicine, Division of Pathology, St. Michael's Hospital , University of Toronto , Toronto , ON , Canada
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