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Altun Z, Yuan H, Baran B, Aktaş S, Sönmez EE, Küçük C, Olgun N. Whole-exome sequencing reveals genetic variants in low-risk and high-risk neuroblastoma. Gene 2023; 860:147233. [PMID: 36736507 DOI: 10.1016/j.gene.2023.147233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 01/11/2023] [Accepted: 01/25/2023] [Indexed: 02/05/2023]
Abstract
This study aimed to investigate the genetic aberrations in neuroblastoma (NB) by comparing high and low-risk NB patients by whole-exome sequencing (WES) and to reveal the heterogeneity and association between somatic variants and clinical features. Seven NB patients with available clinical data were included in the study (4 in the low-risk group and 3 in the high-risk group). WES was performed and somatic variants associated with NB genes in the COSMIC database were selected through bioinformatics pipeline analysis. Variants were determined using the Integrative Genomics Viewer (IGV). Some gene variations were found in both groups, including variations in oncogene and tumor suppressor genes. In general, candidate gene variations were associated with chromatin remodeling complexes, the RAS pathway, cell proliferation, and DNA repair mechanism. Some variations in CSF1R, MSH6, PTPN11, SOX9, RET, TSC1, and DNMT1 genes were detected only in high-risk patients, while EP300, TET2, MYCN, PRDM1, and ARID2 gene variations were detected only in low-risk patients. When high-risk gene variants were compared with the cBioportal cancer genomic database, two common gene variants (ARID1A and NCOR2) were identified. However, when low-risk gene variants were compared with the cBioportal cancer genomic database, no common genes were found. GO/KEGG enrichment analysis was performed to find relevant biological processes and molecular pathways related to gene variants, which will help to decipher the molecular mechanisms of NB tumorigenesis and the phenotypic differences between high-risk and low-risk patients.
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Affiliation(s)
- Zekiye Altun
- Department of Basic Oncology, Institute of Oncology, Dokuz Eylül University, İzmir, Turkey.
| | - Hongling Yuan
- Department of Basic Oncology, Institute of Oncology, Dokuz Eylül University, İzmir, Turkey
| | - Burçin Baran
- Department of Basic Oncology, Institute of Oncology, Dokuz Eylül University, İzmir, Turkey
| | - Safiye Aktaş
- Department of Basic Oncology, Institute of Oncology, Dokuz Eylül University, İzmir, Turkey
| | - Esra Esmeray Sönmez
- İzmir Biomedicine and Genome Center, İzmir, Turkey; İzmir Biomedicine and Genome Institute, Dokuz Eylül University, İzmir, Turkey
| | - Can Küçük
- İzmir Biomedicine and Genome Center, İzmir, Turkey; İzmir Biomedicine and Genome Institute, Dokuz Eylül University, İzmir, Turkey; Department of Medical Biology, Faculty of Medicine, Dokuz Eylül University, İzmir, Turkey
| | - Nur Olgun
- Department of Pediatric Oncology, Institute of Oncology, Dokuz Eylül University, İzmir, Turkey
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Hatipoğlu T, Esmeray Sönmez E, Hu X, Yuan H, Danyeli AE, Şeyhanlı A, Önal-Süzek T, Zhang W, Akman B, Olgun A, Özkal S, Alacacıoğlu İ, Özcan MA, You H, Küçük C. Plasma Concentrations and Cancer-Associated Mutations in Cell-Free Circulating DNA of Treatment-Naive Follicular Lymphoma for Improved Non-Invasive Diagnosis and Prognosis. Front Oncol 2022; 12:870487. [PMID: 35795062 PMCID: PMC9252432 DOI: 10.3389/fonc.2022.870487] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Accepted: 05/02/2022] [Indexed: 12/14/2022] Open
Abstract
Follicular lymphoma (FL) is the second most frequent non-Hodgkin lymphoma accounting for 10-20% of all lymphomas in western countries. As a clinically heterogeneous cancer, FL occasionally undergoes histological transformation to more aggressive B cell lymphoma types that are associated with poor prognosis. Here we evaluated the potential of circulating cell-free DNA (cfDNA) to improve the diagnosis and prognosis of follicular lymphoma patients. Twenty well-characterized FL cases (13 symptomatic and 7 asymptomatic) were prospectively included in this study. Plasma cfDNA, formalin-fixed paraffin-embedded (FFPE) tumor tissue DNA, and patient-matched granulocyte genomic DNA samples were obtained from 20 treatment-naive FL cases. Ultra-deep targeted next-generation sequencing was performed with these DNA samples by using a custom-designed platform including exons and exon-intron boundaries of 110 FL related genes. Using a strict computational bioinformatics pipeline, we identified 91 somatic variants in 31 genes in treatment-naive FL cases. Selected variants were cross-validated by using PCR-Sanger sequencing. We observed higher concentrations of cfDNA and a higher overlap of somatic variants present both in cfDNA and tumor tissue DNA in symptomatic FL cases compared to asymptomatic ones. Variants known to be associated with FL pathogenesis such as STAT6 p.D419 or EZH2 p.Y646 were observed in patient-matched cfDNA and tumor tissue samples. Consistent with previous observations, high Ki-67 staining, elevated LDH levels, FDG PET/CT positivity were associated with poor survival. High plasma cfDNA concentrations or the presence of BCL2 mutations in cfDNA showed significant association with poor survival in treatment-naive patients. BCL2 mutation evaluations in cfDNA improved the prognostic utility of previously established variables. In addition, we observed that a FL patient who had progressive disease contained histological transformation-associated gene (i.e. B2M and BTG1) mutations only in cfDNA. Pre-treatment concentrations and genotype of plasma cfDNA may be used as a liquid biopsy to improve diagnosis, risk stratification, and prediction of histological transformation. Targeted therapies related to oncogenic mutations may be applied based on cfDNA genotyping results. However, the results of this study need to be validated in a larger cohort of FL patients as the analyses conducted in this study have an exploratory nature.
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Affiliation(s)
- Tevfik Hatipoğlu
- İzmir Biomedicine and Genome Center, İzmir, Turkey
- İzmir International Biomedicine and Genome Institute, Dokuz Eylül University, İzmir, Turkey
| | - Esra Esmeray Sönmez
- İzmir Biomedicine and Genome Center, İzmir, Turkey
- İzmir International Biomedicine and Genome Institute, Dokuz Eylül University, İzmir, Turkey
| | - Xiaozhou Hu
- İzmir Biomedicine and Genome Center, İzmir, Turkey
- İzmir International Biomedicine and Genome Institute, Dokuz Eylül University, İzmir, Turkey
| | - Hongling Yuan
- İzmir International Biomedicine and Genome Institute, Dokuz Eylül University, İzmir, Turkey
| | - Ayça Erşen Danyeli
- Department of Pathology, Faculty of Medicine, Dokuz Eylül University, İzmir, Turkey
| | - Ahmet Şeyhanlı
- Department of Hematology, Faculty of Medicine, Dokuz Eylül University, İzmir, Turkey
| | - Tuğba Önal-Süzek
- Department of Bioinformatics, Graduate School of Natural and Applied Sciences, Muğla Sıtkı Koçman University, Muğla, Turkey
| | - Weiwei Zhang
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE, United States
| | - Burcu Akman
- İzmir Biomedicine and Genome Center, İzmir, Turkey
- İzmir International Biomedicine and Genome Institute, Dokuz Eylül University, İzmir, Turkey
| | - Aybüke Olgun
- Department of Hematology, Faculty of Medicine, Dokuz Eylül University, İzmir, Turkey
| | - Sermin Özkal
- Department of Pathology, Faculty of Medicine, Dokuz Eylül University, İzmir, Turkey
| | - İnci Alacacıoğlu
- Department of Hematology, Faculty of Medicine, Dokuz Eylül University, İzmir, Turkey
| | - Mehmet Ali Özcan
- Department of Hematology, Faculty of Medicine, Dokuz Eylül University, İzmir, Turkey
| | - Hua You
- Department of Oncology, Affiliated Cancer Hospital and Institute of Guangzhou Medical University, Guangzhou, China
- *Correspondence: Can Küçük, ; Hua You,
| | - Can Küçük
- İzmir Biomedicine and Genome Center, İzmir, Turkey
- İzmir International Biomedicine and Genome Institute, Dokuz Eylül University, İzmir, Turkey
- Department of Medical Biology, Faculty of Medicine, Dokuz Eylül University, İzmir, Turkey
- *Correspondence: Can Küçük, ; Hua You,
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