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Wadapurkar RM, Sivaram A, Vyas R. Computational studies reveal co-occurrence of two mutations in IL7R gene of high-grade serous carcinoma patients. J Biomol Struct Dyn 2022; 40:13310-13324. [PMID: 34657565 DOI: 10.1080/07391102.2021.1987326] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Major cause of mortality in ovarian cancer can be attributed to a lack of specific and sensitive biomarkers for diagnosis and prognosis of the disease. Uncovering the mutations in genes involved in crucial oncogenic pathways is a key step in discovery and development of novel biomarkers. Whole exome sequencing (WES) is a powerful method for the detection of cancer driver mutations. The present work focuses on identifying functionally damaging mutations in patients with high-grade serous ovarian carcinoma (HGSC) through computational analysis of WES. In this study, WES data of HGSC patients was retrieved from the genomic literature available in sequence read archive, the variants were identified and comprehensive structural and functional analysis was performed. Interestingly, I66T and V138I mutations were found to be co-occurring in the IL7R gene in four out of five HGSC patient samples investigated in this study. The V138I mutation was located in the fibronectin type-3 domain and computationally assessed to be causing disruptive effects on the structure and dynamics of IL7R protein. This mutation was found to be co-occurring with the neutral I66T mutation in the same domain which compensated the disruptive effects of V138I variant. These comprehensive studies point to a hitherto unexplored significant role of the IL7R gene in ovarian carcinoma. It is envisaged that the work will lay the foundation for the development of a novel biomarker with potential application in molecular profiling and in estimation of the disease prognosis.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Rucha M Wadapurkar
- MIT School of Bioengineering Sciences & Research, MIT-ADT University, Pune, Maharashtra, India
| | - Aruna Sivaram
- MIT School of Bioengineering Sciences & Research, MIT-ADT University, Pune, Maharashtra, India
| | - Renu Vyas
- MIT School of Bioengineering Sciences & Research, MIT-ADT University, Pune, Maharashtra, India
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Guarnaccia M, Guarnaccia L, La Cognata V, Navone SE, Campanella R, Ampollini A, Locatelli M, Miozzo M, Marfia G, Cavallaro S. A Targeted Next-Generation Sequencing Panel to Genotype Gliomas. LIFE (BASEL, SWITZERLAND) 2022; 12:life12070956. [PMID: 35888045 PMCID: PMC9320073 DOI: 10.3390/life12070956] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 06/20/2022] [Accepted: 06/22/2022] [Indexed: 12/12/2022]
Abstract
Gliomas account for the majority of primary brain tumors. Glioblastoma is the most common and malignant type. Based on their extreme molecular heterogeneity, molecular markers can be used to classify gliomas and stratify patients into diagnostic, prognostic, and therapeutic clusters. In this work, we developed and validated a targeted next-generation sequencing (NGS) approach to analyze variants or chromosomal aberrations correlated with tumorigenesis and response to treatment in gliomas. Our targeted NGS analysis covered 13 glioma-related genes (ACVR1, ATRX, BRAF, CDKN2A, EGFR, H3F3A, HIST1H3B, HIST1H3C, IDH1, IDH2, P53, PDGFRA, PTEN), a 125 bp region of the TERT promoter, and 54 single nucleotide polymorphisms (SNPs) along chromosomes 1 and 19 for reliable assessment of their copy number alterations (CNAs). Our targeted NGS approach provided a portrait of gliomas’ molecular heterogeneity with high accuracy, specificity, and sensitivity in a single workflow, enabling the detection of variants associated with unfavorable outcomes, disease progression, and drug resistance. These preliminary results support its use in routine diagnostic neuropathology.
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Affiliation(s)
- Maria Guarnaccia
- Institute for Biomedical Research and Innovation, National Research Council, Via P. Gaifami 18, 95126 Catania, Italy; (M.G.); (V.L.C.)
| | - Laura Guarnaccia
- Laboratory of Experimental Neurosurgery and Cell Therapy, Neurosurgery Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122 Milan, Italy; (L.G.); (S.E.N.); (R.C.); (A.A.); (M.L.); (G.M.)
- Department of Clinical Sciences and Community Health, University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy
| | - Valentina La Cognata
- Institute for Biomedical Research and Innovation, National Research Council, Via P. Gaifami 18, 95126 Catania, Italy; (M.G.); (V.L.C.)
| | - Stefania Elena Navone
- Laboratory of Experimental Neurosurgery and Cell Therapy, Neurosurgery Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122 Milan, Italy; (L.G.); (S.E.N.); (R.C.); (A.A.); (M.L.); (G.M.)
| | - Rolando Campanella
- Laboratory of Experimental Neurosurgery and Cell Therapy, Neurosurgery Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122 Milan, Italy; (L.G.); (S.E.N.); (R.C.); (A.A.); (M.L.); (G.M.)
| | - Antonella Ampollini
- Laboratory of Experimental Neurosurgery and Cell Therapy, Neurosurgery Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122 Milan, Italy; (L.G.); (S.E.N.); (R.C.); (A.A.); (M.L.); (G.M.)
| | - Marco Locatelli
- Laboratory of Experimental Neurosurgery and Cell Therapy, Neurosurgery Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122 Milan, Italy; (L.G.); (S.E.N.); (R.C.); (A.A.); (M.L.); (G.M.)
- “Aldo Ravelli” Research Center, Via Antonio di Rudinì 8, 20142 Milan, Italy
- Department of Medical-Surgical Physiopathology and Transplantation, University of Milan, Via Francesco Sforza 35, 20122 Milan, Italy
| | - Monica Miozzo
- Department of Health Sciences, University of Milan, 20122 Milan, Italy;
- Unit of Medical Genetics, ASST Santi Paolo e Carlo, 20142 Milan, Italy
| | - Giovanni Marfia
- Laboratory of Experimental Neurosurgery and Cell Therapy, Neurosurgery Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122 Milan, Italy; (L.G.); (S.E.N.); (R.C.); (A.A.); (M.L.); (G.M.)
- Clinical Pathology Unit, Aerospace Medicine Institute “A. Mosso”, Italian Air Force, Viale dell’Aviazione 1, 20138 Milan, Italy
| | - Sebastiano Cavallaro
- Institute for Biomedical Research and Innovation, National Research Council, Via P. Gaifami 18, 95126 Catania, Italy; (M.G.); (V.L.C.)
- Correspondence: ; Tel.: +39-09-57338128
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Del Vecchio F, Mastroiaco V, Di Marco A, Compagnoni C, Capece D, Zazzeroni F, Capalbo C, Alesse E, Tessitore A. Next-generation sequencing: recent applications to the analysis of colorectal cancer. J Transl Med 2017; 15:246. [PMID: 29221448 PMCID: PMC5723063 DOI: 10.1186/s12967-017-1353-y] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Accepted: 11/27/2017] [Indexed: 02/07/2023] Open
Abstract
Since the establishment of the Sanger sequencing method, scientists around the world focused their efforts to progress in the field to produce the utmost technology. The introduction of next-generation sequencing (NGS) represents a revolutionary step and promises to lead to massive improvements in our understanding on the role of nucleic acids functions. Cancer research began to use this innovative and highly performing method, and interesting results started to appear in colorectal cancer (CRC) analysis. Several studies produced high-quality data in terms of mutation discovery, especially about actionable or less frequently mutated genes, epigenetics, transcriptomics. Analysis of results is unveiling relevant perspectives aiding to evaluate the response to therapies. Novel evidences have been presented also in other directions such as gut microbiota or CRC circulating tumor cells. However, despite its unquestioned potential, NGS poses some issues calling for additional studies. This review intends to offer a view of the state of the art of NGS applications to CRC through examination of the most important technologies and discussion of recent published results.
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Affiliation(s)
- Filippo Del Vecchio
- Division of Cancer Sciences, University of Southampton, Southampton, Hampshire, SO16 6YD UK
| | - Valentina Mastroiaco
- Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, L’Aquila, 67100 Italy
| | - Antinisca Di Marco
- Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, L’Aquila, 67100 Italy
| | - Chiara Compagnoni
- Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, L’Aquila, 67100 Italy
| | - Daria Capece
- Department of Medicine, Centre for Cell Signaling and Inflammation, Imperial College London, London, W12 0NN UK
| | - Francesca Zazzeroni
- Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, L’Aquila, 67100 Italy
| | - Carlo Capalbo
- Department of Molecular Medicine, La Sapienza University, Rome, 00161 Italy
| | - Edoardo Alesse
- Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, L’Aquila, 67100 Italy
| | - Alessandra Tessitore
- Department of Biotechnological and Applied Clinical Sciences, University of L’Aquila, L’Aquila, 67100 Italy
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Shi Q, Zhou Z, Ye N, Chen Q, Zheng X, Fang M. MiR-181a inhibits non-small cell lung cancer cell proliferation by targeting CDK1. Cancer Biomark 2017; 20:539-546. [PMID: 28946554 DOI: 10.3233/cbm-170350] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Qin Shi
- Department of Oncology, Fuzhou Pulmonary Hospital of Fujian, Fuzhou, Fujian, China
| | - Zhan Zhou
- Department of Oncology, Fuzhou Pulmonary Hospital of Fujian, Fuzhou, Fujian, China
| | - Naishu Ye
- Infectious Disease Department, The People’s Hospital of Ningde City, Ningde, Fujian, China
| | - Qiaolin Chen
- Department of Oncology, Fuzhou Pulmonary Hospital of Fujian, Fuzhou, Fujian, China
| | - Xiuxia Zheng
- Department of Oncology, Fuzhou Pulmonary Hospital of Fujian, Fuzhou, Fujian, China
| | - Minshan Fang
- Department of Oncology, Fuzhou Pulmonary Hospital of Fujian, Fuzhou, Fujian, China
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Hou J, Meng F, Chan LWC, Cho WCS, Wong SCC. Circulating Plasma MicroRNAs As Diagnostic Markers for NSCLC. Front Genet 2016; 7:193. [PMID: 27857721 PMCID: PMC5093122 DOI: 10.3389/fgene.2016.00193] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Accepted: 10/18/2016] [Indexed: 02/06/2023] Open
Abstract
Lung cancer is the most common cause of cancer deaths all over the world, in which non-small cell lung cancer (NSCLC) accounts for ~85% of cases. It is well known that microRNAs (miRNAs) play a critical role in various cellular processes, mediating post-transcriptional silencing either by mRNA degradation through binding the 3' UTR of target mRNA or by translational inhibition of the protein. In the past decade, miRNAs have also been increasingly identified in biological fluids such as human serum or plasma known as circulating or cell-free miRNAs, and may function as non-invasive diagnostic markers for various cancer types including NSCLC. Circulating tumor cells (CTCs) are those cells that are shed from solid tumors and then migrate into the circulation. However, reports concerning the roles of CTCs are quite rare, which may be attributed to the difficulties in the enrichment and detection of CTCs in the circulation. Although, there have been reassuring advances in identifying circulating miRNA-panels, which are assumed to be of diagnostic value in NSCLC early stage, some issues remain concerning the reliability of using miRNA panels as a diagnostic tool for NSCLC. In the current review, we are aiming at providing insights into the miRNAs biology, the mechanisms of miRNAs release into the bloodstream, cell-free miRNAs as the diagnostic markers for NSCLC and the current limitations of CTCs as diagnostic markers in NSCLC.
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Affiliation(s)
- Jinpao Hou
- Department of Health Technology and Informatics, Hong Kong Polytechnic University Hong Kong, Hong Kong
| | - Fei Meng
- Department of Health Technology and Informatics, Hong Kong Polytechnic University Hong Kong, Hong Kong
| | - Lawrence W C Chan
- Department of Health Technology and Informatics, Hong Kong Polytechnic University Hong Kong, Hong Kong
| | - William C S Cho
- Department of Clinical Oncology, The Queen Elizabeth Hospital Kowloon, Hong Kong, Hong Kong
| | - S C Cesar Wong
- Department of Health Technology and Informatics, Hong Kong Polytechnic University Hong Kong, Hong Kong
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Abstract
Cancer is a group of diseases characterized by the uncontrolled growth and spread of abnormal cells and oncology is a branch of medicine that deals with tumors. The last decade has seen significant advances in the development of biomarkers in oncology that play a critical role in understanding molecular and cellular mechanisms which drive tumor initiation, maintenance and progression. Clinical molecular diagnostics and biomarker discoveries in oncology are advancing rapidly as we begin to understand the complex mechanisms that transform a normal cell into an abnormal one. These discoveries have fueled the development of novel drug targets and new treatment strategies. The standard of care for patients with advanced-stage cancers has shifted away from an empirical treatment strategy based on the clinical-pathological profile to one where a biomarker driven treatment algorithm based on the molecular profile of the tumor is used. Recent advances in multiplex genotyping technologies and high-throughput genomic profiling by next-generation sequencing make possible the rapid and comprehensive analysis of the cancer genome of individual patients even from very little tumor biopsy material. Predictive (diagnostic) biomarkers are helpful in matching targeted therapies with patients and in preventing toxicity of standard (systemic) therapies. Prognostic biomarkers identify somatic germ line mutations, changes in DNA methylation, elevated levels of microRNA (miRNA) and circulating tumor cells (CTC) in blood. Predictive biomarkers using molecular diagnostics are currently in use in clinical practice of personalized oncotherapy for the treatment of five diseases: chronic myeloid leukemia, colon, breast, lung cancer and melanoma and these biomarkers are being used successfully to evaluate benefits that can be achieved through targeted therapy. Examples of these molecularly targeted biomarker therapies are: tyrosine kinase inhibitors in chronic myeloid leukemia and gastrointestinal tumors; anaplastic lymphoma kinase (ALK) inhibitors in lung cancer with EML4-ALk fusion; HER2/neu blockage in HER2/neu-positive breast cancer; and epidermal growth factor receptors (EGFR) inhibition in EGFR-mutated lung cancer. This review presents the current state of our knowledge of biomarkers in five selected cancers: chronic myeloid leukemia, colorectal cancer, breast cancer, non-small cell lung cancer and melanoma.
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MESH Headings
- Biomarkers, Tumor/analysis
- Biomarkers, Tumor/genetics
- Breast Neoplasms
- Carcinoma, Non-Small-Cell Lung
- Colorectal Neoplasms
- Cytochrome P-450 CYP2D6/analysis
- Cytochrome P-450 CYP2D6/genetics
- Dihydrouracil Dehydrogenase (NADP)/analysis
- Dihydrouracil Dehydrogenase (NADP)/genetics
- ErbB Receptors/analysis
- ErbB Receptors/genetics
- Female
- Gene Expression Profiling
- Genes, ras
- Glucuronosyltransferase/analysis
- Glucuronosyltransferase/genetics
- Humans
- Leukemia, Myelogenous, Chronic, BCR-ABL Positive
- Lung Neoplasms
- Medical Oncology/methods
- Medical Oncology/standards
- Medical Oncology/trends
- Melanoma
- Molecular Targeted Therapy
- Neoplasms/chemistry
- Precision Medicine/methods
- Precision Medicine/trends
- Predictive Value of Tests
- Proto-Oncogene Proteins B-raf/analysis
- Proto-Oncogene Proteins B-raf/genetics
- Receptor, ErbB-2/analysis
- Receptor, ErbB-2/genetics
- Receptors, Estrogen/analysis
- Receptors, Estrogen/genetics
- Receptors, Progesterone/analysis
- Receptors, Progesterone/genetics
- Skin Neoplasms
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Affiliation(s)
- Madhu Kalia
- Thomas Jefferson University, Philadelphia PA 19107.
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Heydt C, Büttner R. [Current challenges in pathology - practical solutions for commonly occurring problems: Introduction to the 49th symposium of the German division of the International Academy of Pathology, 22-24 February 2013, in Bonn]. DER PATHOLOGE 2013; 34:8. [PMID: 23299984 DOI: 10.1007/s00292-012-1701-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Affiliation(s)
- C Heydt
- Institut für Pathologie, Universität zu Köln, Köln, Deutschland
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Guan YF, Li GR, Wang RJ, Yi YT, Yang L, Jiang D, Zhang XP, Peng Y. Application of next-generation sequencing in clinical oncology to advance personalized treatment of cancer. CHINESE JOURNAL OF CANCER 2012; 31:463-70. [PMID: 22980418 PMCID: PMC3777453 DOI: 10.5732/cjc.012.10216] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
With the development and improvement of new sequencing technology, next-generation sequencing (NGS) has been applied increasingly in cancer genomics research over the past decade. More recently, NGS has been adopted in clinical oncology to advance personalized treatment of cancer. NGS is used to identify novel and rare cancer mutations, detect familial cancer mutation carriers, and provide molecular rationale for appropriate targeted therapy. Compared to traditional sequencing, NGS holds many advantages, such as the ability to fully sequence all types of mutations for a large number of genes (hundreds to thousands) in a single test at a relatively low cost. However, significant challenges, particularly with respect to the requirement for simpler assays, more flexible throughput, shorter turnaround time, and most importantly, easier data analysis and interpretation, will have to be overcome to translate NGS to the bedside of cancer patients. Overall, continuous dedication to apply NGS in clinical oncology practice will enable us to be one step closer to personalized medicine.
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Affiliation(s)
- Yan-Fang Guan
- Shenzhen Clinical Molecular Diagnostic Engineering Laboratory, BGI-Shenzhen, Shenzhen, Guangdong, People's Republic of China
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