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Hehir-Kwa JY, Tops BBJ, Kemmeren P. The clinical implementation of copy number detection in the age of next-generation sequencing. Expert Rev Mol Diagn 2018; 18:907-915. [PMID: 30221560 DOI: 10.1080/14737159.2018.1523723] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
INTRODUCTION The role of copy number variants (CNVs) in disease is now well established. In parallel NGS technologies, such as long-read technologies, there is continual development and data analysis methods continue to be refined. Clinical exome sequencing data is now a reality for many diagnostic laboratories in both congenital genetics and oncology. This provides the ability to detect and report both SNVs and structural variants, including CNVs, using a single assay for a wide range of patient cohorts. Areas covered: Currently, whole-genome sequencing is mainly restricted to research applications and clinical utility studies. Furthermore, detecting the full-size spectrum of CNVs as well as somatic events remains difficult for both exome and whole-genome sequencing. As a result, the full extent of genomic variants in an individual's genome is still largely unknown. Recently, new sequencing technologies have been introduced which maintain the long-range genomic context, aiding the detection of CNVs and structural variants. Expert commentary: The development of long-read sequencing promises to resolve many CNV and SV detection issues but is yet to become established. The current challenge for clinical CNV detection is how to fully exploit all the data which is generated by high throughput sequencing technologies.
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Affiliation(s)
- Jayne Y Hehir-Kwa
- a Princess Máxima Center for Pediatric Oncology , Utrecht , Netherlands
| | - Bastiaan B J Tops
- a Princess Máxima Center for Pediatric Oncology , Utrecht , Netherlands
| | - Patrick Kemmeren
- a Princess Máxima Center for Pediatric Oncology , Utrecht , Netherlands
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Chen Y, Wu Y, Zhang X, Zeng H, Liu Y, Wu Q, Chen Y, Zhu G, Pan Q, Jin L, Guo L, Sun F. Angiopoietin-2 (Ang-2) is a useful serum tumor marker for liver cancer in the Chinese population. Clin Chim Acta 2018; 478:18-27. [PMID: 29253494 DOI: 10.1016/j.cca.2017.12.017] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2017] [Revised: 11/22/2017] [Accepted: 12/12/2017] [Indexed: 12/12/2022]
Abstract
BACKGROUND We estimated the diagnostic and prognostic value of serum angiopoietin-2 (Ang-2) in liver cancer patients. METHODS Tissue Ang-2 was measured using immunohistochemistry (IHC). Cell localization of Ang-2 was tested using immunofluorescence (IF). Cell viability and apoptosis were evaluated using MTT and caspase3/7 assays, respectively. Colony-formation was measured using a soft agar assay. Serum Ang-2 was examined using enzyme-linked immunosorbent assay (ELISA) and Western blotting. RESULTS Ang-2 was up-regulated in liver cancer compared to the levels in normal tissues. Serum Ang-2 concentrations were much higher in liver cancer patients than in healthy individuals and those with chronic liver disease (CLD). Inhibitions of Ang-2 using specific shRNA decreased cell proliferation. Serum Ang-2 decreased significantly after surgery. Serum Ang-2 was positively correlated with serum alpha-fetoprotein (AFP; R=0.375, P=0.005). Receiver operating characteristic (ROC) curves suggested that serum Ang-2 could be used with relatively high sensitivity and specificity in differentiating liver cancer patients from CLD patients or healthy controls, with corresponding AUC values of 0.742 and 0.924, respectively. Serum Ang-2 was negatively correlated with overall survival. Subgroup analysis also showed that Ang-2 retained its prognostic value in overall survival prediction in different risk subgroups. CONCLUSION Serum Ang-2 may be a useful tumor marker in predicting liver cancer prognosis.
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Affiliation(s)
- Yuxin Chen
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Shanghai 200072, China
| | - Yanping Wu
- Department of Geriatrics, Zhong Da Hospital of Southeast University, Nanjing 210009, China
| | - Xiao Zhang
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Shanghai 200072, China
| | - Hong Zeng
- Department of Pathology, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou 510120, China
| | - Ya Liu
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Shanghai 200072, China
| | - Qi Wu
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Shanghai 200072, China
| | - Yan Chen
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Shanghai 200072, China
| | - GuoQing Zhu
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Shanghai 200072, China
| | - Qiuhui Pan
- Department of Laboratory Medicine, Shanghai Children's Medical Center, Shanghai Jiaotong University School of Medicine, Shanghai 200127,China
| | - Lei Jin
- College of Allied Health Professions, Shanghai University of Medicine and Health Sciences, 279 Zhouzhu Highway, Pudong New Area, Shanghai 201318, China.
| | - Lin Guo
- Department of Clinical Laboratory, Shanghai Cancer Center, Fudan University, China; Department of Oncology, Shanghai Medical School, Fudan University, Shanghai 200032, China..
| | - Fenyong Sun
- Department of Clinical Laboratory, Shanghai Tenth People's Hospital of Tongji University, Shanghai 200072, China.
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Sakre N, Wildey G, Behtaj M, Kresak A, Yang M, Fu P, Dowlati A. RICTOR amplification identifies a subgroup in small cell lung cancer and predicts response to drugs targeting mTOR. Oncotarget 2018; 8:5992-6002. [PMID: 27863413 PMCID: PMC5351607 DOI: 10.18632/oncotarget.13362] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Accepted: 10/26/2016] [Indexed: 12/30/2022] Open
Abstract
Small cell lung cancer (SCLC) is an aggressive cancer that represents ~15% of all lung cancers. Currently there are no targeted therapies to treat SCLC. Our genomic analysis of a metastatic SCLC cohort identified recurrent RICTOR amplification. Here, we examine the translational potential of this observation. RICTOR was the most frequently amplified gene observed (~14% patients), and co-amplified with FGF10 and IL7R on chromosome 5p13. RICTOR copy number variation correlated with RICTOR protein expression in SCLC cells. In parallel, cells with RICTOR copy number (CN) gain showed increased sensitivity to three mTOR inhibitors, AZD8055, AZD2014 and INK128 in cell growth assays, with AZD2014 demonstrating the best inhibition of downstream signaling. SCLC cells with RICTOR CN gain also migrated more rapidly in chemotaxis and scratch wound assays and were again more sensitive to mTOR inhibitors. The overall survival in SCLC patients with RICTOR amplification was significantly decreased (p = 0.021). Taken together, our results suggest that SCLC patients with RICTOR amplification may constitute a clinically important subgroup because of their potential response to mTORC1/2 inhibitors.
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Affiliation(s)
- Nneha Sakre
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, 44106 USA.,Division of Hematology and Oncology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, 44106 USA
| | - Gary Wildey
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, 44106 USA.,Division of Hematology and Oncology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, 44106 USA
| | - Mohadese Behtaj
- Department of Pathology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, 44106 USA
| | - Adam Kresak
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, 44106 USA.,Department of Pathology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, 44106 USA
| | - Michael Yang
- Department of Pathology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, 44106 USA
| | - Pingfu Fu
- Epidemiology and Biostatistics, Case Western Reserve University, Cleveland, Ohio, 44106 USA
| | - Afshin Dowlati
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio, 44106 USA.,Division of Hematology and Oncology, University Hospitals Cleveland Medical Center, Cleveland, Ohio, 44106 USA
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Pérez-Ramírez M, Hernández-Jiménez AJ, Guerrero-Guerrero A, Siordia-Reyes AG, Hernández-Caballero ME, García-Méndez A, Chico-Ponce de León F, Salamanca-Gómez FA, García-Hernández N. Pediatric pineal germinomas: Epigenetic and genomic approach. Clin Neurol Neurosurg 2016; 152:45-51. [PMID: 27889662 DOI: 10.1016/j.clineuro.2016.11.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 11/02/2016] [Accepted: 11/14/2016] [Indexed: 12/12/2022]
Abstract
OBJECTIVE We identify and correlate chromosomal alterations, methylation patterns and gene expression in pediatric pineal germinomas. METHODS CGH microarray, methylation and gene expression were performed through the Agilent platform. The results were analyzed with MatLab software, MapViewer, DAVID, GeneCards and Hippie. RESULTS Amplifications were found in 1q24.2, 1q31.3, 2p11.2, 3p22.2, 7p13, 7p15.2, 8p22, 12p13.2, 14q24.3 y 22q12; and deletions were found in 1q21.2, 9p24.1, 10q11.22, 11q11, 15q11.2 and 17q21.31. In the methylation analysis, we observed 10,428 CpG Islands with a modified methylation status that may affect 11,726 genes. We identified 1260 overexpressed genes and 470 underexpressed genes. The genes RUNDC3A, CDC247, CDCA7L, ASAH1, TRA2A, LPL and NPC2 were altered among the three levels. CONCLUSIONS We identified the 1q24.2 and 1q31.3 amplified regions and the 1q21.3 and 11q11 deleted regions as the most important aims. The genes NPC2 and ASAH1 may play an important role in the development, progression and tumor maintenance. The ASAH1 gene is an ideal candidate to identify drug responses. These genomic and epigenetic studies may help to characterize the formation of pineal germ cell tumors to determine prognostic markers and also to identify shared characteristics in gonadal and extragonadal tumors.
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Affiliation(s)
- Monserrat Pérez-Ramírez
- Unidad de Investigación Médica en Genética Humana, Hospital de Pediatría "Dr. Silvestre Frenk Freud", Centro Médico Nacional "Siglo XXI", IMSS, Av. Cuauhtémoc 330, Col. Doctores, 06720, Del. Cuauhtémoc, México D.F., Mexico; Posgrado en Ciencias Biológicas, Universidad Nacional Autónoma de México, Avenida Ciudad Universitaria 3000, 04360, Coyoacán, México D.F., Mexico
| | - Alejo Justino Hernández-Jiménez
- Servicio de Neurocirugía Pediátrica, Hospital General "Dr. Gaudencio González Garza", Centro Médico Nacional "La Raza", IMSS, Calzada Vallejo y Jacarandas S/N, 02980, Col. La Raza, Del. Azcapotzalco, México D.F., Mexico
| | - Armando Guerrero-Guerrero
- Servicio de Neurocirugía Pediátrica, Hospital General "Dr. Gaudencio González Garza", Centro Médico Nacional "La Raza", IMSS, Calzada Vallejo y Jacarandas S/N, 02980, Col. La Raza, Del. Azcapotzalco, México D.F., Mexico
| | - Alicia Georgina Siordia-Reyes
- Servicio de Patología, Hospital de Pediatría "Dr. Silvestre Frenk Freud", Centro Médico Nacional "Siglo XXI", IMSS, Av. Cuauhtémoc 330, Col. Doctores, 06720, Del. Cuauhtémoc, México D.F., Mexico
| | | | - Antonio García-Méndez
- Servicio de Neurocirugía Pediátrica, Hospital General "Dr. Gaudencio González Garza", Centro Médico Nacional "La Raza", IMSS, Calzada Vallejo y Jacarandas S/N, 02980, Col. La Raza, Del. Azcapotzalco, México D.F., Mexico
| | - Fernando Chico-Ponce de León
- Departamento de Neurocirugía, Hospital Infantil de México Federico Gómez, Dr. Márquez 162, Col. Doctores, 06720, Del. Cuauhtémoc, México D.F., Mexico
| | - Fabio Abdel Salamanca-Gómez
- Unidad de Investigación Médica en Genética Humana, Hospital de Pediatría "Dr. Silvestre Frenk Freud", Centro Médico Nacional "Siglo XXI", IMSS, Av. Cuauhtémoc 330, Col. Doctores, 06720, Del. Cuauhtémoc, México D.F., Mexico
| | - Normand García-Hernández
- Unidad de Investigación Médica en Genética Humana, Hospital de Pediatría "Dr. Silvestre Frenk Freud", Centro Médico Nacional "Siglo XXI", IMSS, Av. Cuauhtémoc 330, Col. Doctores, 06720, Del. Cuauhtémoc, México D.F., Mexico.
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An N, Yang X, Cheng S, Wang G, Zhang K. Developmental genes significantly afflicted by aberrant promoter methylation and somatic mutation predict overall survival of late-stage colorectal cancer. Sci Rep 2015; 5:18616. [PMID: 26691761 PMCID: PMC4686889 DOI: 10.1038/srep18616] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2015] [Accepted: 11/19/2015] [Indexed: 02/07/2023] Open
Abstract
Carcinogenesis is an exceedingly complicated process, which involves multi-level dysregulations, including genomics (majorly caused by somatic mutation and copy number variation), DNA methylomics, and transcriptomics. Therefore, only looking into one molecular level of cancer is not sufficient to uncover the intricate underlying mechanisms. With the abundant resources of public available data in the Cancer Genome Atlas (TCGA) database, an integrative strategy was conducted to systematically analyze the aberrant patterns of colorectal cancer on the basis of DNA copy number, promoter methylation, somatic mutation and gene expression. In this study, paired samples in each genomic level were retrieved to identify differentially expressed genes with corresponding genetic or epigenetic dysregulations. Notably, the result of gene ontology enrichment analysis indicated that the differentially expressed genes with corresponding aberrant promoter methylation or somatic mutation were both functionally concentrated upon developmental process, suggesting the intimate association between development and carcinogenesis. Thus, by means of random walk with restart, 37 significant development-related genes were retrieved from a priori-knowledge based biological network. In five independent microarray datasets, Kaplan-Meier survival and Cox regression analyses both confirmed that the expression of these genes was significantly associated with overall survival of Stage III/IV colorectal cancer patients.
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Affiliation(s)
- Ning An
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, Peking Union Medical College & Cancer Institute (Hospital), Chinese Academy of Medical Sciences, Beijing, 100021, China
| | - Xue Yang
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, Peking Union Medical College & Cancer Institute (Hospital), Chinese Academy of Medical Sciences, Beijing, 100021, China
| | - Shujun Cheng
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, Peking Union Medical College & Cancer Institute (Hospital), Chinese Academy of Medical Sciences, Beijing, 100021, China
| | - Guiqi Wang
- Department of Endoscopy, Cancer Hospital, Chinese Academy of Medical Sciences, Beijing, 100021, China
| | - Kaitai Zhang
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, Peking Union Medical College & Cancer Institute (Hospital), Chinese Academy of Medical Sciences, Beijing, 100021, China
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Gastric cancer and gene copy number variation: emerging cancer drivers for targeted therapy. Oncogene 2015; 35:1475-82. [PMID: 26073079 DOI: 10.1038/onc.2015.209] [Citation(s) in RCA: 109] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Revised: 05/12/2015] [Accepted: 05/13/2015] [Indexed: 12/15/2022]
Abstract
Gastric cancer (GC) is among the most common malignancy in the world with poor prognosis and limited treatment options. It has been established that gastric carcinogenesis is caused by a complex interaction between host and environmental factors. Copy number variation (CNV) refers to a form of genomic structural variation that results in abnormal gene copy numbers, including gene amplification, gain, loss and deletion. DNA CNV is an important influential factor for the expression of both protein-coding and non-coding genes, affecting the activity of various signaling pathways. CNV arises as a result of preferential selection that favors cancer development, and thus, targeting the amplified 'driver genes' in GC may provide novel opportunities for personalized therapy. The detection of CNVs in chromosomal or mitochondrial DNA from tissue or blood samples may assist the diagnosis, prognosis and targeted therapy of GC. In this review, we discuss the recent CNV discoveries that shed light on the molecular pathogenesis of GC, with a specific emphasis on CNVs that display diagnostic, prognostic or therapeutic significances in GC.
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