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Pérez-Pérez M, Agostino A, de Sola-Llamas CG, Ruvolo M, Vilches-Arenas A, Relimpio-López MI, Espejo-Arjona F, Macías-García L, De Miguel-Rodríguez M, García-Escudero A, Idoate MA, Ríos-Martín JJ. Next-generation sequencing of uveal melanoma with clinical and histological correlations: Prognostic value of new mutations in the PI3K/AKT/mTOR pathway. Clin Exp Ophthalmol 2023; 51:822-834. [PMID: 37803816 DOI: 10.1111/ceo.14302] [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: 06/04/2023] [Revised: 09/10/2023] [Accepted: 09/19/2023] [Indexed: 10/08/2023]
Abstract
BACKGROUND Uveal melanoma (UM) is the eye's most common primary malignancy and there are no effective therapies for disseminated disease. It is important to try to know the patient's prognosis. The aim of this study was to reflect genetic variants, studied using NGS, of a series of 69 cases of UM and its correlation with histopathology and clinical progression. METHODS We performed targeted NGS using a 519-gene panel. RESULTS There were selected 28 different mutated genes, showing a total of 231 genetic variants that affected the function of the protein. The most common secondary mutations occurred in SF3B1 (in 26%), followed by BAP1 (in 23%), LRP1B (22%) and FGFR4 (20%). BAP1 mutation was associated with a greater likelihood of metastases and with greater presence of epithelioid cells. LRP1B was also associated with presence of epithelioid cells SF3B1 mutation was significantly associated with a spindle morphology. We found variants in the RAD51B, TOP2A, PTPRD, TSC2, DHX9, PDK1 and MTOR that have not been previously reported in consulted databases. The presence of a mutation in: CHEK2, DHX9 and PDK1 was associated with metastases. CONCLUSIONS BAP1 is the most solid biomarker of a poor prognosis in UM and mutations can be detected using NGS. SF3B1 is associated with the spindle cell subtype of UM, which gives it probably a favourable prognostic value. Our study suggests that mutations in DHX9 and PDK1 can have prognostic value. These potential biomarkers are related to the PI3K/AKT/mTOR pathway and makes them candidates for developing new directed therapies.
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Affiliation(s)
- Manuel Pérez-Pérez
- Department of Anatomic Pathology, Virgen Macarena University Hospital, Seville, Spain
| | - Alessandro Agostino
- Diagnostics and Genomics Division, Agilent Technologies Italia S.p.A. Cernusco sul Naviglio, Milan, Italy
| | | | - Michael Ruvolo
- Diagnostics and Genomics Division, Agilent Technologies, Inc., Santa Clara, California, USA
| | - Angel Vilches-Arenas
- Department of Preventive Medicine and Public Health, Faculty of Medicine, University of Seville, Seville, Spain
| | | | | | - Laura Macías-García
- Department of Normal and Pathological Histology and Cytology, Faculty of Medicine, University of Seville, Seville, Spain
| | - Manuel De Miguel-Rodríguez
- Department of Normal and Pathological Histology and Cytology, Faculty of Medicine, University of Seville, Seville, Spain
| | | | - Miguel A Idoate
- Department of Anatomic Pathology, Virgen Macarena University Hospital, Seville, Spain
- Department of Normal and Pathological Histology and Cytology, Faculty of Medicine, University of Seville, Seville, Spain
| | - Juan J Ríos-Martín
- Department of Anatomic Pathology, Virgen Macarena University Hospital, Seville, Spain
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Xie S, Choudhari S, Wu CL, Abramson K, Corcoran D, Gregory SG, Thimmapuram J, Guilak F, Little D. Aging and obesity prime the methylome and transcriptome of adipose stem cells for disease and dysfunction. FASEB J 2023; 37:e22785. [PMID: 36794668 PMCID: PMC10561192 DOI: 10.1096/fj.202201413r] [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: 08/31/2022] [Revised: 12/20/2022] [Accepted: 01/09/2023] [Indexed: 02/17/2023]
Abstract
The epigenome of stem cells occupies a critical interface between genes and environment, serving to regulate expression through modification by intrinsic and extrinsic factors. We hypothesized that aging and obesity, which represent major risk factors for a variety of diseases, synergistically modify the epigenome of adult adipose stem cells (ASCs). Using integrated RNA- and targeted bisulfite-sequencing in murine ASCs from lean and obese mice at 5- and 12-months of age, we identified global DNA hypomethylation with either aging or obesity, and a synergistic effect of aging combined with obesity. The transcriptome of ASCs in lean mice was relatively stable to the effects of age, but this was not true in obese mice. Functional pathway analyses identified a subset of genes with critical roles in progenitors and in diseases of obesity and aging. Specifically, Mapt, Nr3c2, App, and Ctnnb1 emerged as potential hypomethylated upstream regulators in both aging and obesity (AL vs. YL and AO vs. YO), and App, Ctnnb1, Hipk2, Id2, and Tp53 exhibited additional effects of aging in obese animals. Furthermore, Foxo3 and Ccnd1 were potential hypermethylated upstream regulators of healthy aging (AL vs. YL), and of the effects of obesity in young animals (YO vs. YL), suggesting that these factors could play a role in accelerated aging with obesity. Finally, we identified candidate driver genes that appeared recurrently in all analyses and comparisons undertaken. Further mechanistic studies are needed to validate the roles of these genes capable of priming ASCs for dysfunction in aging- and obesity-associated pathologies.
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Affiliation(s)
- Shaojun Xie
- Bioinformatics Core, Purdue University, 1022 Young Hall, 155 S. Grant Street, West Lafayette, IN 47907
| | - Sulbha Choudhari
- Bioinformatics Core, Purdue University, 1022 Young Hall, 155 S. Grant Street, West Lafayette, IN 47907
- Advanced Biomedical Computational Science, Bioinformatics and Computational Science, Frederick National Laboratory for Cancer Research, 8560 Progress Drive, Frederick, MD 2170
| | - Chia-Lung Wu
- Department of Orthopaedics and Rehabilitation, Center for Musculoskeletal Research, University of Rochester, Rochester, NY, 14611
| | - Karen Abramson
- Duke Molecular Physiology Institute, 300 North Duke Street, Durham, NC 27701
| | - David Corcoran
- Genomic Analysis and Bioinformatics Shared Resource, Duke Center for Genomic and Computational Biology, 101 Science Drive, Duke University Medical Center Box 3382, Durham, NC 27708
- Lineberger Bioinformatics Core, 5200 Marsico Hall, University of North Carolina-Chapel Hill, Chapel Hill, NC 27516
| | - Simon G. Gregory
- Duke Molecular Physiology Institute, 300 North Duke Street, Durham, NC 27701
- Department of Neurology, Duke University School of Medicine, 311 Research Drive, Durham, NC 27710
| | - Jyothi Thimmapuram
- Bioinformatics Core, Purdue University, 1022 Young Hall, 155 S. Grant Street, West Lafayette, IN 47907
| | - Farshid Guilak
- Department of Orthopaedic Surgery, Washington University in St. Louis, 4515 McKinley Ave., St. Louis, MO 63110
- Shriners Hospitals for Children – St. Louis, 4400 Clayton Ave, St. Louis Missouri 63110
| | - Dianne Little
- Departments of Basic Medical Sciences and Biomedical Engineering, Purdue University, 2186 Lynn Hall, 625 Harrison St, West Lafayette, IN 47907-2026
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Fu R, Shao Q, Yang B, Chen Y, Ye Q, Chen X, Zhu J. MiR-520a-5p/PPP5C regulation pattern is identified as the key to gemcitabine resistance in pancreatic cancer. Front Oncol 2022; 12:903484. [PMID: 35957917 PMCID: PMC9358958 DOI: 10.3389/fonc.2022.903484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 06/27/2022] [Indexed: 11/13/2022] Open
Abstract
Objective To explore the effects of the expression level of miR-520-5p/PPP5C in pancreatic cancer cells and exosomes on cell viability, angiogenesis, autophagy, which involved in the mechanism of gemcitabine resistance in pancreatic cancer. Methods APSC-1 cell line was treated with gemcitabine, after which its exosomes were extracted for NTA assay. Subsequently, the drug resistance of APSC-1 cells was assayed using CCK8, as well as the activity of HUVEC cells treated with exosomes from each group of APSC-1 cells after drug resistance treatment as well as overexpression treatment. Five groups of HUVEC cells treated with exosomes were subjected to in vitro tubule formation assay. levels of PPP5C in each group of ASPC-1 cells and their exosomes, levels of overexpressed PPP5C, and related exosomal proteins were examined by WB. mRNA expression levels of PPP5C and levels of miR-520a were examined by qPCR The relationship between miR-520a-5p and PPP5C was investigated. After that, the autophagy of PPP5C was detected. Finally, it was analyzed by TCGA database for survival prognosis analysis. Results APSC-1 cells had an IC50 value of 227.1 μM for gemcitabine, elevated PPP5C expression, drug resistance, and enhanced HUVEC cell activity; exosomes CD9, CD63, and CD81 were significantly expressed in all groups; meanwhile, enhanced PPP5C expression not only promoted in vitro tubule formation but also increased autophagy levels; meanwhile, its relationship with miR-520-5p and There was a targeted inhibitory relationship between its level and miR-520-5p and PPP5C, and its elevated level also led to a decrease in the survival level of patients over 3-5 years. Conclusion PPP5C has a prognostic role in pancreatic cancer by promoting the value-added and invasion of pancreatic cancer cells, and a targeted inhibitory relationship between miR-520-5p and PPP5C was found.
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