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Xie S, Hu Y, Jin J, Fu L, Zhang C, Yang Q, Niu Y, Sheng Z. Regulation of the stem‑like properties of estrogen receptor‑positive breast cancer cells through NR2E3/NR2C2 signaling. Exp Ther Med 2023; 26:474. [PMID: 37664670 PMCID: PMC10469576 DOI: 10.3892/etm.2023.12173] [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: 03/31/2023] [Accepted: 07/31/2023] [Indexed: 09/05/2023] Open
Abstract
Cancer stem cells (CSCs) are major drivers of metastasis, drug resistance and recurrence in numerous cancers. However, critical factors that can modulate CSC stemness have not been clearly identified. Nuclear receptor subfamily 2 group E member 3 (nr2e3) expression has been previously reported to be positively associated with drug sensitivity and favorable clinical outcomes in patients with estrogen receptor (ER)+ breast cancer. This suggests that nr2e3 expression may be inversely associated with CSC stemness in this type of tumor cells. The present study aimed to investigate the regulatory roles of NR2E3 in the stem-like properties of ER+ breast cancer cells and to identify the underlying mechanisms. Bioinformatics analysis was performed using the data derived from the Cancer Genome Atlas database. Nr2e3-specific shRNA and nuclear receptor subfamily 2 group C member 2 (nr2c2) overexpressed plasmids were constructed to silence and enhance the expression of nr2e3 and nr2c2, respectively. Transwell and wound healing experiments were conducted to evaluate the migration and invasion ability of MCF7 cells, while colony formation tests were used to evaluate the clonality. Flow cytometry was used to detect the percentage of CD44+CD24-/low cells. Reverse transcription-quantitative PCR and western blotting were performed to detect expression at the mRNA and protein levels. The results showed that compared with normal breast tissues and MCF10A cells, the expression of nr2e3 was increased in ER+ breast tumor tissues and cell lines. Nr2e3 silencing promoted the migration, invasion and colony-forming ability of the ER+ MCF7 cells. It also increased the expression of epithelial-mesenchymal transition markers and stem cell-related transcription factors, in addition to the percentage of CD44+CD24-/low cells. The expression of nr2e3 and nr2c2 was found to be positively correlated. Nr2e3 knockdown decreased the mRNA and protein expression levels of nr2c2, whereas nr2c2 overexpression reversed the elevated CD44+CD24-/low cell ratio and the increased migratory activity caused by nr2e3 silencing. The results of the present study suggest that NR2E3 may serve an important role in modulating the stem-like properties of ER+ breast cancer cells, where NR2E3/NR2C2 signaling may be a therapeutic target in ER+ breast cancer.
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Affiliation(s)
- Shanglun Xie
- School of Life Sciences, Anhui Province Key Laboratory of Translational Cancer Research, Bengbu Medical College, Bengbu, Anhui 233030, P.R. China
| | - Yaru Hu
- Department of Ophthalmology, Fuyang People's Hospital, Fuyang, Anhui 236000, P.R. China
| | - Jiacheng Jin
- School of Life Sciences, Anhui Province Key Laboratory of Translational Cancer Research, Bengbu Medical College, Bengbu, Anhui 233030, P.R. China
| | - Lingzhi Fu
- Department of Ophthalmology, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui 233099, P.R. China
| | - Cong Zhang
- School of Life Sciences, Anhui Province Key Laboratory of Translational Cancer Research, Bengbu Medical College, Bengbu, Anhui 233030, P.R. China
| | - Qing Yang
- Department of Ophthalmology, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui 233099, P.R. China
| | - Yaxin Niu
- Department of Ophthalmology, The First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui 233099, P.R. China
| | - Zhiyong Sheng
- School of Life Sciences, Anhui Province Key Laboratory of Translational Cancer Research, Bengbu Medical College, Bengbu, Anhui 233030, P.R. China
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Hussein Z, Grieve J, Dorward N, Miszkiel K, Kosmin M, Fersht N, Bouloux PM, Jaunmuktane Z, Baldeweg SE, Marcus HJ. Non-functioning pituitary macroadenoma following surgery: long-term outcomes and development of an optimal follow-up strategy. Front Surg 2023; 10:1129387. [PMID: 37501881 PMCID: PMC10369001 DOI: 10.3389/fsurg.2023.1129387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Accepted: 06/30/2023] [Indexed: 07/29/2023] Open
Abstract
Objectives Recurrence and regrowth of non-functioning pituitary macroadenomas (NFPMs) after surgery are common but remain unpredictable. Therefore, the optimal timing and frequency of follow-up imaging remain to be determined. We sought to determine the long-term surgical outcomes of NFPMs following surgery and develop an optimal follow-up strategy. Methods Patients underwent surgery for NFPMs between 1987 and 2018, with a follow-up of 6 months or more, were identified. Demographics, presentation, management, histology, imaging, and surgical outcomes were retrospectively collected. Results In total, 383 patients were included; 256 were men (256/383; 67%) with median follow-up of 8 years. Following primary surgery, 229 patients (229/383; 60%) achieved complete resection. Of those, 28 (28/229; 11%) developed recurrence, including six needed secondary surgery (6/229; 3%). The rate of complete resection improved over time; in the last quartile of cases, 77 achieved complete resection (77/95; 81%). Reoperation-free survival at 5, 10 and 15 years was 99%, 94% and 94%, respectively. NFPMs were incompletely resected in 154 patients (154/383; 40%); of those, 106 (106/154; 69%) had regrowth, and 84 (84/154; 55%) required reoperation. Surgical reintervention-free survival at 5, 10 and 15 years was 74%,49% and 35%, respectively. Young age and cavernous sinus invasion were risk factors for undergoing reoperation (P < 0.001 and P < 0.0001, respectively) and radiotherapy (P = 0.003 and P < 0.001, respectively). Patients with residual tumour required reoperation earlier than those underwent complete resection (P = 0.02). Radiotherapy to control tumour regrowth was delivered to 65 patients (65/383; 17%) after median time of 1 year following surgery. Radiotherapy was administered more in patients with regrowth of residual disease (61/106; 58%) than those who had NFPMs recurrence (4/28; 14%) (P ≤ 0.001) Following postoperative radiotherapy, one patient (1/65; 2%) had evidence of regrowth, seven (7/65; 11%) had tumour regression on imaging, and no patients underwent further surgery. Conclusions NFPMs recurrence and regrowth are common, particularly in patients with residual disease post-operatively. We propose a follow-up strategy based on stratifying patients as "low risk" if there is no residual tumour, with increasing scan intervals, or "high risk" if there is a residual tumour, with annual scans for at least five years and extended lifelong surveillance after that.
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Affiliation(s)
- Ziad Hussein
- Department of Diabetes and Endocrinology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, United Kingdom
- Department of Diabetes and Endocrinology, University College London Hospital NHS Foundation Trust, London, United Kingdom
| | - Joan Grieve
- Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, United Kingdom
| | - Neil Dorward
- Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, United Kingdom
| | - Katherine Miszkiel
- Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, United Kingdom
| | - Michael Kosmin
- Department of Clinical Oncology, University College London Hospitals, London, United Kingdom
| | - Naomi Fersht
- Department of Clinical Oncology, University College London Hospitals, London, United Kingdom
| | - Pierre Marc Bouloux
- Centre for Neuroendocrinology, Royal Free Campus, University College Medical School, University College London, London, United Kingdom
| | - Zane Jaunmuktane
- Institute of Neurology, University College London, London, United Kingdom
| | - Stephanie E. Baldeweg
- Department of Diabetes and Endocrinology, University College London Hospital NHS Foundation Trust, London, United Kingdom
- Division of Medicine, Department of Experimental and Translational Medicine, Centre for Obesity and Metabolism, University College London, London, United Kingdom
| | - Hani J. Marcus
- Department of Neurosurgery, National Hospital for Neurology and Neurosurgery, London, United Kingdom
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Yan J, Li P, Gao R, Li Y, Chen L. Identifying Critical States of Complex Diseases by Single-Sample Jensen-Shannon Divergence. Front Oncol 2021; 11:684781. [PMID: 34150649 PMCID: PMC8212786 DOI: 10.3389/fonc.2021.684781] [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: 03/24/2021] [Accepted: 04/29/2021] [Indexed: 12/23/2022] Open
Abstract
MOTIVATION The evolution of complex diseases can be modeled as a time-dependent nonlinear dynamic system, and its progression can be divided into three states, i.e., the normal state, the pre-disease state and the disease state. The sudden deterioration of the disease can be regarded as the state transition of the dynamic system at the critical state or pre-disease state. How to detect the critical state of an individual before the disease state based on single-sample data has attracted many researchers' attention. METHODS In this study, we proposed a novel approach, i.e., single-sample-based Jensen-Shannon Divergence (sJSD) method to detect the early-warning signals of complex diseases before critical transitions based on individual single-sample data. The method aims to construct score index based on sJSD, namely, inconsistency index (ICI). RESULTS This method is applied to five real datasets, including prostate cancer, bladder urothelial carcinoma, influenza virus infection, cervical squamous cell carcinoma and endocervical adenocarcinoma and pancreatic adenocarcinoma. The critical states of 5 datasets with their corresponding sJSD signal biomarkers are successfully identified to diagnose and predict each individual sample, and some "dark genes" that without differential expressions but are sensitive to ICI score were revealed. This method is a data-driven and model-free method, which can be applied to not only disease prediction on individuals but also targeted drug design of each disease. At the same time, the identification of sJSD signal biomarkers is also of great significance for studying the molecular mechanism of disease progression from a dynamic perspective.
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Affiliation(s)
- Jinling Yan
- School of Mathematics and Statistics, Henan University of Science and Technology, Luoyang, China
| | - Peiluan Li
- School of Mathematics and Statistics, Henan University of Science and Technology, Luoyang, China
| | - Rong Gao
- School of Mathematics and Statistics, Henan University of Science and Technology, Luoyang, China
| | - Ying Li
- School of Mathematics and Statistics, Henan University of Science and Technology, Luoyang, China
| | - Luonan Chen
- State Key Laboratory of Cell Biology, Institute of Biochemistry and Cell Biology, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences, Shanghai, China
- Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, China
- Key Laboratory of Systems Health Science of Zhejiang Province, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, China
- School of Life Science and Technology, ShanghaiTech University, Shanghai, China
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Lyu W, Fei X, Chen C, Tang Y. Nomogram predictive model of post-operative recurrence in non-functioning pituitary adenoma. Gland Surg 2021; 10:807-815. [PMID: 33708562 DOI: 10.21037/gs-21-47] [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] [Indexed: 12/14/2022]
Abstract
Background To analyze and predict the possibility of post-operative recurrence in non-functioning pituitary adenoma (NFPA) patients, we investigated the clinical factors leading to tumor recurrence and built a nomogram predictive model based on these risk factors. Methods A single-center retrospective study was performed. A total of 145 NFPA patients who underwent surgical treatment at Shenzhen People's Hospital from September 2013 to January 2019 were selected. Among them, 52 patients were diagnosed with recurrence of NFPA according to follow-up investigations. Binary logistic regression analysis was used to determine the significant risk factors. A nomogram model was then built to predict recurrence using these factors. Results The univariate analysis and the binary logistic regression analysis showed that age, tumor size, cavernous invasion, sphenoid sinus invasion, and surgical extension were significant factors affecting tumor recurrence. We then built a nomogram model to predict post-operative recurrence in NFPA patients using these factors. The correlation analysis indicated that sphenoid sinus invasion [hazard ratio (HR) =13.14, 95% confidence interval (CI): 7.03-24.58, P<0.0001], cavernous sinus invasion (HR =7.53, 95% CI: 4.27-13.28, P<0.0001), and tumor size (HR =11.06, 95% CI: 6.11-20.03, P<0.0001) could promote the recurrence of NFPA. In contrast, advanced age (HR =0.50, 95% CI: 0.28-0.86, P<0.0001) and gross total resection (HR =0.12, 95% CI: 0.07-0.22, P<0.0001) could effectively inhibit recurrence. Conclusions In this study, we developed a nomogram predictive model based on the significant recurrence-associated factors for NFPA. This nomogram may aid neurosurgeons in the post-operative prediction of recurrence, and may facilitate tailored counseling of individual patients.
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Affiliation(s)
- Wen Lyu
- Department of Neurosurgery, Shenzhen People's Hospital, Second Clinical Medical College of Jinan University, Shenzhen, China.,Department of Neurosurgery, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, China
| | - Xu Fei
- Department of Neurosurgery, Shenzhen People's Hospital, Second Clinical Medical College of Jinan University, Shenzhen, China.,Department of Neurosurgery, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, China
| | - Cheng Chen
- Department of Neurosurgery, Shenzhen People's Hospital, Second Clinical Medical College of Jinan University, Shenzhen, China.,Department of Neurosurgery, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, China
| | - Yuqun Tang
- Department of Oncology, 74th Army Hospital of PLA, Guangzhou, China
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Pengyu Z, Yan Y, Xiying F, Maoguang Y, Mo L, Yan C, Hong S, Lijuan W, Xiujuan Z, Hanqing C. The Differential Expression of Long Noncoding RNAs in Type 2 Diabetes Mellitus and Latent Autoimmune Diabetes in Adults. Int J Endocrinol 2020; 2020:9235329. [PMID: 32148491 PMCID: PMC7049833 DOI: 10.1155/2020/9235329] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Accepted: 01/18/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Long noncoding RNAs (lncRNAs) were previously found to be closely related to the pathogenesis of diabetes. OBJECTIVES To reveal the differentially expressed lncRNAs and messenger RNAs (mRNAs) involved in type 2 diabetes mellitus (T2DM) and latent autoimmune diabetes in adults (LADA) and predict the lncRNA target genes to derive their expression profiles for the diagnosis of T2DM and LADA and their differential diagnosis. METHODS Twelve venous blood samples were collected from T2DM patients, LADA patients, and nondiseased subjects to obtain total RNAs. After removing rRNA from total RNAs to establish the desired library for sequencing, quality control and quantification analyses were carried out. The fragments per kilobase of exon model per million reads mapped (FPKM) of lncRNAs were calculated to construct the gene expression profiles of lncRNAs and mRNAs. Fold changes (fold change: 2.0) and p values (p values (. RESULTS Compared to nondiseased controls, 68,763 versus 28,523 lncRNAs and 133 versus 1035 mRNAs were significantly upregulated and significantly downregulated, respectively, in T2DM patients. For LADA patients, 68,748 versus 28,538 lncRNAs and 219 versus 805 mRNAs were significantly upregulated and significantly downregulated, respectively, relative to nondiseased controls. Compared to T2DM patients, 74,207 versus 23,079 lncRNAs and 349 versus 137 mRNAs were significantly upregulated and significantly downregulated, respectively, in LADA patients. Based on the correlation analysis, seven lncRNA-mRNA pairs (BTG2, A2M, HECTD4, MBTPS1, DBH, FLVCR1, and NCBP2) were significantly coexpressed, and two lncRNAs (ENST00000608916 and ENST00000436373) were newly discovered. CONCLUSION Significant differences in lncRNA expression were discovered among the three groups. Furthermore, after predicting lncRNA expression profiles, GO/KEGG pathway analysis could deduce the target gene function.
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Affiliation(s)
- Zhang Pengyu
- Department of Endocrinology, The Second Hospital of Jilin University, Changchun, Jilin Province, China
| | - Yan Yan
- Department of Endocrinology, The Second Hospital of Jilin University, Changchun, Jilin Province, China
| | - Fu Xiying
- Department of Endocrinology, The Second Hospital of Jilin University, Changchun, Jilin Province, China
| | - Yang Maoguang
- Department of Endocrinology, The Second Hospital of Jilin University, Changchun, Jilin Province, China
| | - Li Mo
- Department of Endocrinology, The Second Hospital of Jilin University, Changchun, Jilin Province, China
| | - Cheng Yan
- Department of Endocrinology, The Second Hospital of Jilin University, Changchun, Jilin Province, China
| | - Shen Hong
- Department of Endocrinology, The Second Hospital of Jilin University, Changchun, Jilin Province, China
| | - Wang Lijuan
- Department of Endocrinology, The Second Hospital of Jilin University, Changchun, Jilin Province, China
| | - Zhang Xiujuan
- Department of Endocrinology, The Second Hospital of Jilin University, Changchun, Jilin Province, China
| | - Cai Hanqing
- Department of Endocrinology, The Second Hospital of Jilin University, Changchun, Jilin Province, China
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Serioli S, Doglietto F, Fiorindi A, Biroli A, Mattavelli D, Buffoli B, Ferrari M, Cornali C, Rodella L, Maroldi R, Gasparotti R, Nicolai P, Fontanella MM, Poliani PL. Pituitary Adenomas and Invasiveness from Anatomo-Surgical, Radiological, and Histological Perspectives: A Systematic Literature Review. Cancers (Basel) 2019; 11:E1936. [PMID: 31817110 PMCID: PMC6966643 DOI: 10.3390/cancers11121936] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 11/27/2019] [Accepted: 11/28/2019] [Indexed: 12/20/2022] Open
Abstract
Invasiveness in pituitary adenomas has been defined and investigated from multiple perspectives, with varying results when its predictive value is considered. A systematic literature review, following PRISMA guidelines, was performed, searching PubMed and Scopus databases with terms that included molecular markers, histological, radiological, anatomical and surgical data on invasiveness of pituitary adenomas. The results showed that differing views are still present for anatomical aspects of the sellar region that are relevant to the concept of invasiveness; radiological and histological diagnoses are still limited, but might improve in the future, especially if they are related to surgical findings, which have become more accurate thanks to the introduction of the endoscope. The aim is to achieve a correct distinction between truly invasive pituitary adenomas from those that, in contrast, present with extension in the parasellar area through natural pathways. At present, diagnosis of invasiveness should be based on a comprehensive analysis of radiological, intra-operative and histological findings.
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Affiliation(s)
- Simona Serioli
- Neurosurgery, Department of Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, 25123 Brescia, Italy; (S.S.); (A.F.); (A.B.); (C.C.); (M.M.F.)
| | - Francesco Doglietto
- Neurosurgery, Department of Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, 25123 Brescia, Italy; (S.S.); (A.F.); (A.B.); (C.C.); (M.M.F.)
- Neurosurgery, Spedali Civili Hospital, 25123 Brescia, Italy
| | - Alessandro Fiorindi
- Neurosurgery, Department of Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, 25123 Brescia, Italy; (S.S.); (A.F.); (A.B.); (C.C.); (M.M.F.)
| | - Antonio Biroli
- Neurosurgery, Department of Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, 25123 Brescia, Italy; (S.S.); (A.F.); (A.B.); (C.C.); (M.M.F.)
| | - Davide Mattavelli
- Otorhinolaryngology–Head and Neck Surgery, Department of Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, 25123 Brescia, Italy; (D.M.); (M.F.); (P.N.)
| | - Barbara Buffoli
- Section of Anatomy and Physiopathology, Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy; (B.B.); (L.R.)
| | - Marco Ferrari
- Otorhinolaryngology–Head and Neck Surgery, Department of Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, 25123 Brescia, Italy; (D.M.); (M.F.); (P.N.)
| | - Claudio Cornali
- Neurosurgery, Department of Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, 25123 Brescia, Italy; (S.S.); (A.F.); (A.B.); (C.C.); (M.M.F.)
- Neurosurgery, Spedali Civili Hospital, 25123 Brescia, Italy
| | - Luigi Rodella
- Section of Anatomy and Physiopathology, Department of Clinical and Experimental Sciences, University of Brescia, 25123 Brescia, Italy; (B.B.); (L.R.)
| | - Roberto Maroldi
- Radiology, Department of Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, 25123 Brescia, Italy;
| | - Roberto Gasparotti
- Neuroradiology, Department of Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, 25123 Brescia, Italy;
| | - Piero Nicolai
- Otorhinolaryngology–Head and Neck Surgery, Department of Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, 25123 Brescia, Italy; (D.M.); (M.F.); (P.N.)
| | - Marco Maria Fontanella
- Neurosurgery, Department of Surgical Specialties, Radiological Sciences and Public Health, University of Brescia, 25123 Brescia, Italy; (S.S.); (A.F.); (A.B.); (C.C.); (M.M.F.)
- Neurosurgery, Spedali Civili Hospital, 25123 Brescia, Italy
| | - Pietro Luigi Poliani
- Section of Pathology, Department of Molecular and Translational Medicine, University of Brescia, 25123 Brescia, Italy
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