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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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2
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Atilano SR, Abedi S, Ianopol NV, Singh MK, Norman JL, Malik D, Falatoonzadeh P, Chwa M, Nesburn AB, Kuppermann BD, Kenney MC. Differential Epigenetic Status and Responses to Stressors between Retinal Cybrids Cells with African versus European Mitochondrial DNA: Insights into Disease Susceptibilities. Cells 2022; 11:2655. [PMID: 36078063 PMCID: PMC9454894 DOI: 10.3390/cells11172655] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2022] [Revised: 08/19/2022] [Accepted: 08/23/2022] [Indexed: 11/16/2022] Open
Abstract
Mitochondrial (mt) DNA can be classified into haplogroups, which represent populations with different geographic origins. Individuals of maternal African backgrounds (L haplogroup) are more prone to develop specific diseases compared those with maternal European-H haplogroups. Using a cybrid model, effects of amyloid-β (Amyβ), sub-lethal ultraviolet (UV) radiation, and 5-Aza-2'-deoxycytidine (5-aza-dC), a methylation inhibitor, were investigated. Amyβ treatment decreased cell metabolism and increased levels of reactive oxygen species in European-H and African-L cybrids, but lower mitochondrial membrane potential (ΔΨM) was found only in African-L cybrids. Sub-lethal UV radiation induced higher expression levels of CFH, EFEMP1, BBC3, and BCL2L13 in European-H cybrids compared to African-L cybrids. With respect to epigenetic status, the African-L cybrids had (a) 4.7-fold higher total global methylation levels (p = 0.005); (b) lower expression patterns for DNMT3B; and (c) elevated levels for HIST1H3F. The European-H and African-L cybrids showed different transcription levels for CFH, EFEMP1, CXCL1, CXCL8, USP25, and VEGF after treatment with 5-aza-dC. In conclusion, compared to European-H haplogroup cybrids, the African-L cybrids have different (i) responses to exogenous stressors (Amyβ and UV radiation), (ii) epigenetic status, and (iii) modulation profiles of methylation-mediated downstream complement, inflammation, and angiogenesis genes, commonly associated with various human diseases.
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Affiliation(s)
- Shari R. Atilano
- Gavin Herbert Eye Institute, Ophthalmology Research Laboratory, University of California Irvine, Hewitt Hall, Room 2028, 843 Health Science Rd., Irvine, CA 92697, USA
| | - Sina Abedi
- Gavin Herbert Eye Institute, Ophthalmology Research Laboratory, University of California Irvine, Hewitt Hall, Room 2028, 843 Health Science Rd., Irvine, CA 92697, USA
| | - Narcisa V. Ianopol
- Gavin Herbert Eye Institute, Ophthalmology Research Laboratory, University of California Irvine, Hewitt Hall, Room 2028, 843 Health Science Rd., Irvine, CA 92697, USA
| | - Mithalesh K. Singh
- Gavin Herbert Eye Institute, Ophthalmology Research Laboratory, University of California Irvine, Hewitt Hall, Room 2028, 843 Health Science Rd., Irvine, CA 92697, USA
| | - J Lucas Norman
- Gavin Herbert Eye Institute, Ophthalmology Research Laboratory, University of California Irvine, Hewitt Hall, Room 2028, 843 Health Science Rd., Irvine, CA 92697, USA
| | - Deepika Malik
- Gavin Herbert Eye Institute, Ophthalmology Research Laboratory, University of California Irvine, Hewitt Hall, Room 2028, 843 Health Science Rd., Irvine, CA 92697, USA
| | - Payam Falatoonzadeh
- Gavin Herbert Eye Institute, Ophthalmology Research Laboratory, University of California Irvine, Hewitt Hall, Room 2028, 843 Health Science Rd., Irvine, CA 92697, USA
| | - Marilyn Chwa
- Gavin Herbert Eye Institute, Ophthalmology Research Laboratory, University of California Irvine, Hewitt Hall, Room 2028, 843 Health Science Rd., Irvine, CA 92697, USA
| | - Anthony B. Nesburn
- Gavin Herbert Eye Institute, Ophthalmology Research Laboratory, University of California Irvine, Hewitt Hall, Room 2028, 843 Health Science Rd., Irvine, CA 92697, USA
- Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Baruch D. Kuppermann
- Gavin Herbert Eye Institute, Ophthalmology Research Laboratory, University of California Irvine, Hewitt Hall, Room 2028, 843 Health Science Rd., Irvine, CA 92697, USA
| | - M. Cristina Kenney
- Gavin Herbert Eye Institute, Ophthalmology Research Laboratory, University of California Irvine, Hewitt Hall, Room 2028, 843 Health Science Rd., Irvine, CA 92697, USA
- Department of Pathology and Laboratory Medicine, University of California Irvine, Irvine, CA 92697, USA
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Aydin B, Caliskan A, Arga KY. Overview of omics biomarkers in pituitary neuroendocrine tumors to design future diagnosis and treatment strategies. EPMA J 2021; 12:383-401. [PMID: 34567287 PMCID: PMC8417171 DOI: 10.1007/s13167-021-00246-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 05/23/2021] [Indexed: 02/07/2023]
Abstract
Pituitary neuroendocrine tumors (PitNETs) are the second most common type of intracranial neoplasia. Since their manifestation usually causes hormone hypersecretion, effective management of PitNETs is indisputably necessary. Most of the non-functioning PitNETs pose a real challenge in diagnosis as they grow without giving any signs. Despite the good response of prolactinomas to dopamine agonist therapy, some of these tumors persist or recur; also, about 20% are resistant and 10% behave aggressively. The silent corticotropinomas may not cause symptoms until the tumor mass causes a complication. In somatotropinomas, the possibility of recurrence after transsphenoidal resection is more common in pediatric patients than in adult patients. Therefore, detection of tumors at early stages or identification of recurrence and remission after transsphenoidal surgery would allow wiser management of the disease. Extensive studies have been performed to uncover potential signatures that can be used for preventive diagnosis and/or prognosis of PitNETs as well as for targeted therapy. These molecular signatures at multiple biological levels hold promise for the convergence of preventive approaches and patient-centered disease management and offer potential therapeutic strategies. In this review, we provide an overview of the omics-based biomarker research and highlight the multi-omics signatures that have been proposed as pitNET biomarkers. In addition, understanding the multi-omics data integration of current biomarker discovery strategies was discussed in terms of preventive, predictive, and personalized medicine. The topics discussed in this review will help to develop broader visions for pitNET research, diagnosis, and therapy, particularly in the context of personalized medicine.
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Affiliation(s)
- Busra Aydin
- Department of Bioengineering, Faculty of Engineering, Marmara University, Istanbul, Turkey
| | - Aysegul Caliskan
- Department of Bioengineering, Faculty of Engineering, Marmara University, Istanbul, Turkey
- Department of Pharmacy, Faculty of Pharmacy, Istinye University, Istanbul, Turkey
| | - Kazim Yalcin Arga
- Department of Bioengineering, Faculty of Engineering, Marmara University, Istanbul, Turkey
- Institute of Public Health and Chronic Diseases, The Health Institutes of Turkey, Istanbul, Turkey
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4
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Ghatnatti V, Vastrad B, Patil S, Vastrad C, Kotturshetti I. Identification of potential and novel target genes in pituitary prolactinoma by bioinformatics analysis. AIMS Neurosci 2021; 8:254-283. [PMID: 33709028 PMCID: PMC7940115 DOI: 10.3934/neuroscience.2021014] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Accepted: 01/29/2021] [Indexed: 02/05/2023] Open
Abstract
Pituitary prolactinoma is one of the most complicated and fatally pathogenic pituitary adenomas. Therefore, there is an urgent need to improve our understanding of the underlying molecular mechanism that drives the initiation, progression, and metastasis of pituitary prolactinoma. The aim of the present study was to identify the key genes and signaling pathways associated with pituitary prolactinoma using bioinformatics analysis. Transcriptome microarray dataset GSE119063 was downloaded from Gene Expression Omnibus (GEO) database. Limma package in R software was used to screen DEGs. Pathway and Gene ontology (GO) enrichment analysis were conducted to identify the biological role of DEGs. A protein-protein interaction (PPI) network was constructed and analyzed by using HIPPIE database and Cytoscape software. Module analyses was performed. In addition, a target gene-miRNA regulatory network and target gene-TF regulatory network were constructed by using NetworkAnalyst and Cytoscape software. Finally, validation of hub genes by receiver operating characteristic (ROC) curve analysis. A total of 989 DEGs were identified, including 461 up regulated genes and 528 down regulated genes. Pathway enrichment analysis showed that the DEGs were significantly enriched in the retinoate biosynthesis II, signaling pathways regulating pluripotency of stem cells, ALK2 signaling events, vitamin D3 biosynthesis, cell cycle and aurora B signaling. Gene Ontology (GO) enrichment analysis showed that the DEGs were significantly enriched in the sensory organ morphogenesis, extracellular matrix, hormone activity, nuclear division, condensed chromosome and microtubule binding. In the PPI network and modules, SOX2, PRSS45, CLTC, PLK1, B4GALT6, RUNX1 and GTSE1 were considered as hub genes. In the target gene-miRNA regulatory network and target gene-TF regulatory network, LINC00598, SOX4, IRX1 and UNC13A were considered as hub genes. Using integrated bioinformatics analysis, we identified candidate genes in pituitary prolactinoma, which might improve our understanding of the molecular mechanisms of pituitary prolactinoma.
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Affiliation(s)
- Vikrant Ghatnatti
- Department of Endocrinology, J N Medical College, Belagavi and KLE Academy of Higher Education & Research 590010, Karnataka, India
| | - Basavaraj Vastrad
- Department of Biochemistry, Basaveshwar College of Pharmacy, Gadag, Karnataka 582103, India
| | - Swetha Patil
- Department of Obstetrics and Gynaecology, J N Medical College, Belagavi and KLE Academy of Higher Education & Research 590010, Karnataka, India
| | - Chanabasayya Vastrad
- Biostatistics and Bioinformatics, Chanabasava Nilaya, Bharthinagar, Dharwad 580001, Karanataka, India
| | - Iranna Kotturshetti
- Department of Ayurveda, Rajiv Gandhi Education Society's Ayurvedic Medical College, Ron 562209, Karanataka, India
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5
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Lamb LS, Sim HW, McCormack AI. Exploring the Role of Novel Medical Therapies for Aggressive Pituitary Tumors: A Review of the Literature-"Are We There Yet?". Cancers (Basel) 2020; 12:cancers12020308. [PMID: 32012988 PMCID: PMC7072681 DOI: 10.3390/cancers12020308] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 01/22/2020] [Indexed: 12/14/2022] Open
Abstract
Aggressive pituitary tumors account for up to 10% of pituitary tumors and are characterized by resistance to medical treatment and multiple recurrences despite standard therapies, including surgery, radiotherapy, and chemotherapy. They are associated with increased morbidity and mortality, particularly pituitary carcinomas, which have mortality rates of up to 66% at 1 year after diagnosis. Novel targeted therapies under investigation include mammalian target of rapamycin (mTOR), tyrosine kinase, and vascular endothelial growth factor (VEGF) inhibitors. More recently, immune checkpoint inhibitors have been proposed as a potential treatment option for pituitary tumors. An increased understanding of the molecular pathogenesis of aggressive pituitary tumors is required to identify potential biomarkers and therapeutic targets. This review discusses novel approaches to the management of aggressive pituitary tumors and the role of molecular profiling.
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Affiliation(s)
- Lydia S. Lamb
- Department of Endocrinology, St Vincent’s Hospital, Sydney, NSW 2010, Australia;
- Garvan Institute of Medical Research, Sydney, NSW 2010, Australia;
| | - Hao-Wen Sim
- Garvan Institute of Medical Research, Sydney, NSW 2010, Australia;
- St Vincent’s Clinical School, University of New South Wales, Sydney, NSW 2010, Australia
- Kinghorn Cancer Centre, Sydney, NSW 2010, Australia
| | - Ann I. McCormack
- Department of Endocrinology, St Vincent’s Hospital, Sydney, NSW 2010, Australia;
- Garvan Institute of Medical Research, Sydney, NSW 2010, Australia;
- St Vincent’s Clinical School, University of New South Wales, Sydney, NSW 2010, Australia
- Correspondence: ; Tel.: +61-2-9295-8489
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Zhong S, Wu B, Li J, Wang X, Jiang S, Hu F, Dou G, Zhang Y, Sheng C, Zhao G, Li Y, Chen Y. T5224, RSPO2 and AZD5363 are novel drugs against functional pituitary adenoma. Aging (Albany NY) 2019; 11:9043-9059. [PMID: 31655798 PMCID: PMC6834428 DOI: 10.18632/aging.102372] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Accepted: 10/12/2019] [Indexed: 05/28/2023]
Abstract
We tested whether the drugs T5224, RSPO2, and AZD5363 exert therapeutic effects against functioning pituitary adenoma (FPA). We analysed the gene expression profiles of four FPA mRNA microarray datasets (GSE2175, GSE26966, GSE36314, and GSE37153) from the Gene Expression Omnibus database and identified genes differentially expressed in FPA vs control tissues. We then carried out Gene Ontology, Kyoto Encyclopedia of Genes and Genomes (KEGG), and protein-protein interaction network analyses. We also measured the difference in expression of hub genes between human normal pituitary cells and FPA cells using qRT-PCR. Our in vitro colony-formation and MTT assays showed that cell viability, number, and the size of clonogenicities were all lower in the presence of T5224, RSPO2, or AZD536 than in controls. Moreover, flow cytometry experiments showed that the incidence of apoptosis was higher in the presence of T5224, RSPO2, or AZD5363 than among controls, and was increased by increasing the doses of the drugs. This suggests these drugs could be used as therapeutic agents to treat FPA. Finally, we found that cFos, WNT5A, NCAM1, JUP, AKT3, and ADCY1 are abnormally expressed in FPA cells compared to controls, which highlights these genes as potential prognostic and/or therapeutic targets.
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Affiliation(s)
- Sheng Zhong
- Department of Neurosurgery, The First Hospital of Jilin University, Changchun, China
- Clinical College, Jilin University, Changchun, China
| | - Bo Wu
- Clinical College, Jilin University, Changchun, China
- Department of Orthopaedics, The First Hospital of Jilin University, Changchun, China
| | - Jiahui Li
- Pharmacy College, Jilin University, Chuangchun, China
| | - Xinhui Wang
- Clinical College, Jilin University, Changchun, China
- Department of Oncology, The First Hospital of Jilin University, Changchun, China
| | | | - Fangfei Hu
- Pharmacy College, Jilin University, Chuangchun, China
| | - Gaojing Dou
- Clinical College, Jilin University, Changchun, China
| | - Yuan Zhang
- Clinical College, Jilin University, Changchun, China
| | - Chunjia Sheng
- Clinical College, Jilin University, Changchun, China
| | - Gang Zhao
- Department of Neurosurgery, The First Hospital of Jilin University, Changchun, China
- Clinical College, Jilin University, Changchun, China
| | - Yunqian Li
- Department of Neurosurgery, The First Hospital of Jilin University, Changchun, China
- Clinical College, Jilin University, Changchun, China
| | - Yong Chen
- Department of Neurosurgery, The First Hospital of Jilin University, Changchun, China
- Clinical College, Jilin University, Changchun, China
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7
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Joshi H, Vastrad B, Vastrad C. Identification of Important Invasion-Related Genes in Non-functional Pituitary Adenomas. J Mol Neurosci 2019; 68:565-589. [PMID: 30982163 DOI: 10.1007/s12031-019-01318-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Accepted: 03/29/2019] [Indexed: 12/18/2022]
Abstract
Non-functioning pituitary adenomas (NFPAs) are locally invasive with high morbidity. The objective of this study was to diagnose important genes and pathways related to the invasiveness of NFPAs and gain more insights into the underlying molecular mechanisms of NFPAs. The gene expression profiles of GSE51618 were downloaded from the Gene Expression Omnibus database with 4 non-invasive NFPA samples, 3 invasive NFPA samples, and 3 normal pituitary gland samples. Differentially expressed genes (DEGs) are screened between invasive NFPA samples and normal pituitary gland samples, followed by pathway and ontology (GO) enrichment analyses. Subsequently, a protein-protein interaction (PPI) network was constructed and analyzed for these DEGs, and module analysis was performed. In addition, a target gene-miRNA network and target gene-TF (transcription factor) network were analyzed for these DEGs. A total of 879 DEGs were obtained. Among them, 439 genes were upregulated and 440 genes were downregulated. Pathway enrichment analysis indicated that the upregulated genes were significantly enriched in cysteine biosynthesis/homocysteine degradation (trans-sulfuration) and PI3K-Akt signaling pathway, while the downregulated genes were mainly associated with docosahexaenoate biosynthesis III (mammals) and chemokine signaling pathway. GO enrichment analysis indicated that the upregulated genes were significantly enriched in animal organ morphogenesis, extracellular matrix, and hormone activity, while the downregulated genes were mainly associated with leukocyte chemotaxis, dendrites, and RAGE receptor binding. Subsequently, ESR1, SOX2, TTN, GFAP, WIF1, TTR, XIST, SPAG5, PPBP, AR, IL1R2, and HIST1H1C were diagnosed as the top hub genes in the upregulated and downregulated PPI networks and modules. In addition, HS3ST1, GPC4, CCND2, and SCD were diagnosed as the top hub genes in the upregulated and downregulated target gene-miRNA networks, while CISH, ISLR, UBE2E3, and CCNG2 were diagnosed as the top hub genes in the upregulated and downregulated target gene-TF networks. The new important DEGs and pathways diagnosed in this study may serve key roles in the invasiveness of NFPAs and indicate more molecular targets for the treatment of NFPAs.
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Affiliation(s)
- Harish Joshi
- Endocrine and Diabetes Care Center, Hubli, Karnataka, 5800029, India
| | - Basavaraj Vastrad
- Department of Pharmaceutics, SET'S College of Pharmacy, Dharwad, Karnataka, 580002, India
| | - Chanabasayya Vastrad
- Biostatistics and Bioinformatics, Chanabasava Nilaya, Bharthinagar, Dharwad, Karnataka, 580001, India.
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8
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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: 7] [Impact Index Per Article: 1.0] [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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9
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Jorgenson E, Makki N, Shen L, Chen DC, Tian C, Eckalbar WL, Hinds D, Ahituv N, Avins A. A genome-wide association study identifies four novel susceptibility loci underlying inguinal hernia. Nat Commun 2015; 6:10130. [PMID: 26686553 PMCID: PMC4703831 DOI: 10.1038/ncomms10130] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2015] [Accepted: 11/06/2015] [Indexed: 12/12/2022] Open
Abstract
Inguinal hernia repair is one of the most commonly performed operations in the world, yet little is known about the genetic mechanisms that predispose individuals to develop inguinal hernias. We perform a genome-wide association analysis of surgically confirmed inguinal hernias in 72,805 subjects (5,295 cases and 67,510 controls) and confirm top associations in an independent cohort of 92,444 subjects with self-reported hernia repair surgeries (9,701 cases and 82,743 controls). We identify four novel inguinal hernia susceptibility loci in the regions of EFEMP1, WT1, EBF2 and ADAMTS6. Moreover, we observe expression of all four genes in mouse connective tissue and network analyses show an important role for two of these genes (EFEMP1 and WT1) in connective tissue maintenance/homoeostasis. Our findings provide insight into the aetiology of hernia development and highlight genetic pathways for studies of hernia development and its treatment. Inguinal hernia has high lifetime prevalence, especially in men. This genome-wide association study identifies 4 loci to be associated with inguinal hernia, and shows expression of nearby genes in mouse connective tissues.
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Affiliation(s)
- Eric Jorgenson
- Kaiser Permanente Northern California, Division of Research, Oakland, California 94612, USA
| | - Nadja Makki
- Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, California 94158, USA.,Institute for Human Genetics, UCSF, San Francisco, California 94158, USA
| | - Ling Shen
- Kaiser Permanente Northern California, Division of Research, Oakland, California 94612, USA
| | - David C Chen
- Lichtenstein Amid Hernia Clinic, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, California 90095, USA
| | - Chao Tian
- 23andMe Inc. 899 W. Evelyn Avenue, Mountain View, California 94041, USA
| | - Walter L Eckalbar
- Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, California 94158, USA.,Institute for Human Genetics, UCSF, San Francisco, California 94158, USA
| | - David Hinds
- 23andMe Inc. 899 W. Evelyn Avenue, Mountain View, California 94041, USA
| | - Nadav Ahituv
- Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, California 94158, USA.,Institute for Human Genetics, UCSF, San Francisco, California 94158, USA
| | - Andrew Avins
- Kaiser Permanente Northern California, Division of Research, Oakland, California 94612, USA
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10
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Schult D, Hölsken A, Siegel S, Buchfelder M, Fahlbusch R, Kreitschmann-Andermahr I, Buslei R. EZH2 is highly expressed in pituitary adenomas and associated with proliferation. Sci Rep 2015; 5:16965. [PMID: 26593398 PMCID: PMC4655333 DOI: 10.1038/srep16965] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Accepted: 10/22/2015] [Indexed: 12/12/2022] Open
Abstract
Enhancer of zeste homolog 2 (EZH2) is a core epigenetic regulator, playing a crucial role in cell cycle regulation. The protein is known to be associated with proliferation and worse outcome in several tumor entities. In this study, we immunohistochemically investigated the expression pattern of EZH2 in a large cohort of pituitary tumors. These results were correlated with clinical features and double immunofluorescence stainings (DIS) were conducted to evaluate co-expression of EZH2 and proliferation marker Ki-67. Furthermore, we analyzed the effect of EZH2 inhibition on cell proliferation in vitro using the pituitary cell line AtT-20. While in the normal anterior pituitary EZH2 was almost absent, the cohort of tumors showed enhanced expression levels (p ≤ 0.0005). This was positively associated with Ki-67 indices (r = 0.834, p ≤ 0.0005) and DIF confirmed a predominant co-expression of both markers. In vitro experiments revealed a significant (p ≤ 0.05) decrease of tumor cell proliferation using the EZH2 inhibitor GSK126. Our results further support that epigenetic events are involved in the pathogenesis and biology of pituitary adenomas (PA). Therefore, EZH2 may function as a new potential target for therapeutic interventions in PA.
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Affiliation(s)
- David Schult
- Institute of Neuropathology, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Schwabachanlage 6, 91054 Erlangen
| | - Annett Hölsken
- Institute of Neuropathology, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Schwabachanlage 6, 91054 Erlangen
| | - Sonja Siegel
- Department of Neurosurgery, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Schwabachanlage 6, 91054 Erlangen.,Department of Neurosurgery, University of Duisburg-Essen, Hufelandstraße 55, 45122 Essen
| | - Michael Buchfelder
- Department of Neurosurgery, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Schwabachanlage 6, 91054 Erlangen
| | - Rudolf Fahlbusch
- Department of Neurosurgery, International Neuroscience Institute, Rudolf-Pichlmayr-Straße 4, 30625 Hannover
| | - Ilonka Kreitschmann-Andermahr
- Department of Neurosurgery, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Schwabachanlage 6, 91054 Erlangen.,Department of Neurosurgery, University of Duisburg-Essen, Hufelandstraße 55, 45122 Essen
| | - Rolf Buslei
- Institute of Neuropathology, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Schwabachanlage 6, 91054 Erlangen
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Abstract
PURPOSE OF REVIEW To review recent advances in our knowledge and understanding of aberrations that target the epigenome in sporadic pituitary adenomas. RECENT FINDINGS A more complete understanding of the pituitary epigenome has been facilitated by advances in technologies for exploring the tumour-associated epigenomic landscape, and has revealed aberration to the principle targets of these changes, namely, methylation of CpG dinucleotides, modification of histone tails and the expression of target-specific miRNA. Genome-wide investigations, of sporadic pituitary adenoma, have identified novel methylated genes that in some cases are subtype-specific. Recent studies have also shown that silenced genes may be reactivated through epidrug challenges. Moreover, in experimental settings, wherein enforced expression of specific miRNA has been employed, these have been shown to inhibit pituitary cell proliferation in vitro and in vivo. SUMMARY Candidate gene and genome-wide studies reveal frequent epigenetic changes in pituitary adenomas. Aberrations, concurrent with their impact on functional end-points, may display subtype specificity, whereas others appear to be independent of adenoma subtype. Changes to the epigenomic landscape, and apparent as CpG island methylation and/or as histone tail modifications, show sensitivity to epidrug-induced re-expression that concomitantly impacts on cell proliferation. Similarly, enforced expression of silenced miRNA in model systems is also associated with similar end-points. Collectively, emerging data show that these types of manipulation, alone or in combination with a more conventional therapeutic option, offer new avenues for the medical management of these tumours.
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Affiliation(s)
- William E Farrell
- Human Disease and Genomics Group, Institute of Science and Technology in Medicine, School of Medicine, Keele University, Stoke on Trent, Staffordshire, UK
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