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El agy F, el Bardai S, El Otmani I, Benbrahim Z, Karim IMH, Mazaz K, Benjelloun EB, Ousadden A, El Abkari M, Ibrahimi SA, Chbani L. Mutation status and prognostic value of KRAS and NRAS mutations in Moroccan colon cancer patients: A first report. PLoS One 2021; 16:e0248522. [PMID: 33784337 PMCID: PMC8009361 DOI: 10.1371/journal.pone.0248522] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2020] [Accepted: 02/27/2021] [Indexed: 12/12/2022] Open
Abstract
This study aimed to estimate the incidence of KRAS, NRAS, and BRAF mutations in the Moroccan population, and investigate the associations of KRAS and NRAS gene mutations with clinicopathological characteristics and their prognosis value. To achieve these objectives, we reviewed medical and pathology reports for 210 patients. RAS testing was investigated by Sanger sequencing and Pyrosequencing technology. BRAF (exon 15) status was analyzed by the Sanger method. The expression of MMR proteins was evaluated by Immunohistochemistry. KRAS and NRAS mutations were found in 36.7% and 2.9% of 210 patients, respectively. KRAS exon 2 mutations were identified in 76.5% of the cases. RAS-mutated colon cancers were significantly associated with female gender, presence of vascular invasion, classical adenocarcinoma, moderately differentiated tumors, advanced TNM stage III-IV, left colon site, higher incidence of distant metastases at the time of diagnostic, microsatellite stable phenotype, lower number of total lymph nodes, and higher means of positive lymph nodes and lymph node ratio. KRAS exon 2-mutated colon cancers, compared with KRAS wild-type colon cancers were associated with the same clinicopathological features of RAS-mutated colon cancers. NRAS-mutated patients were associated with lower total lymph node rate and the presence of positive lymph node. Rare RAS-mutated tumors, compared with wild-type tumors were more frequently moderately differentiated and associated with lower lymph node rate. We found that KRAS codon 13-mutated, tumors compared to codon 12-mutated tumors were significantly correlated with a higher death cases number, a lower rate of positive lymph, lower follow-up time, and poor overall survival. Our findings show that KRAS and NRAS mutations have distinct clinicopathological features. KRAS codon 13-mutated status was the worst predictor of prognosis at all stages in our population.
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Affiliation(s)
- Fatima El agy
- Faculty of Medicine and Pharmacy, Laboratory of Biomedical and Translational Research, Sidi Mohamed Ben Abdellah University, Fez, Morocco
- Laboratory of Anatomic Pathology and Molecular Pathology, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
- * E-mail:
| | - Sanae el Bardai
- Laboratory of Anatomic Pathology and Molecular Pathology, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Ihsane El Otmani
- Faculty of Medicine and Pharmacy, Laboratory of Biomedical and Translational Research, Sidi Mohamed Ben Abdellah University, Fez, Morocco
- Laboratory of Anatomic Pathology and Molecular Pathology, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
- Unit of Medical Genetics and Oncogenetics, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Zineb Benbrahim
- Department of Oncology, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Ibn Majdoub Hassani Karim
- Department of General Surgery, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Khalid Mazaz
- Department of General Surgery, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - El Bachir Benjelloun
- Department of General Surgery, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Abdelmalek Ousadden
- Department of General Surgery, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Mohammed El Abkari
- Department of Gastroenterology, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Sidi Adil Ibrahimi
- Department of General Surgery, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
| | - Laila Chbani
- Faculty of Medicine and Pharmacy, Laboratory of Biomedical and Translational Research, Sidi Mohamed Ben Abdellah University, Fez, Morocco
- Laboratory of Anatomic Pathology and Molecular Pathology, University Hospital Hassan II, Sidi Mohamed Ben Abdellah University, Fez, Morocco
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Gao XH, Li J, Gong HF, Yu GY, Liu P, Hao LQ, Liu LJ, Bai CG, Zhang W. Comparison of Fresh Frozen Tissue With Formalin-Fixed Paraffin-Embedded Tissue for Mutation Analysis Using a Multi-Gene Panel in Patients With Colorectal Cancer. Front Oncol 2020; 10:310. [PMID: 32232001 PMCID: PMC7083147 DOI: 10.3389/fonc.2020.00310] [Citation(s) in RCA: 49] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 02/21/2020] [Indexed: 12/15/2022] Open
Abstract
Background: Next generation sequencing (NGS)-based multi-gene panel tests have been performed to predict the treatment response and prognosis in patients with colorectal cancer (CRC). Whether the multi-gene mutation results of formalin-fixed paraffin-embedded (FFPE) tissues are identical to those of fresh frozen tissues remains unknown. Methods: A 22-gene panel with 103 hotspots was used to detect mutations in paired fresh frozen tissue and FFPE tissue from 118 patients with CRC. Results: In our study, 117 patients (99.2%) had one or more variants, with 226 variants in FFPE tissue and 221 in fresh frozen tissue. Of the 129 variants identified in this study, 96 variants were present in both FFPE and fresh frozen tissues; 27 variants were found in FFPE tissues only; 6 variants were found only in fresh frozen tissues. The mutation results demonstrated >94.0% concordance in all variants, with Kappa coefficient >0.500 in 64.3% (83/129) of variants. At the gene level, concordance ranged from 73.8 to 100.0%, with Kappa coefficient >0.500 in 81.3% (13/16) of genes. Conclusions: The results of mutation analysis performed with a multi-gene panel and FFPE and fresh frozen tissue were highly concordant in patients with CRC, at both the variant and gene levels. There were, however, some important differences in mutation results between the two tissue types. Therefore, fresh frozen tissue should not routinely be replaced with FFPE tissue for mutation analysis with a multi-gene panel. Rather, FFPE tissue is a reasonable alternative for fresh frozen tissue when the latter is unavailable.
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Affiliation(s)
- Xian Hua Gao
- Department of Colorectal Surgery, Changhai Hospital, Shanghai, China
| | - Juan Li
- Department of Nephrology, Changhai Hospital, Shanghai, China
| | - Hai Feng Gong
- Department of Colorectal Surgery, Changhai Hospital, Shanghai, China
| | - Guan Yu Yu
- Department of Colorectal Surgery, Changhai Hospital, Shanghai, China
| | - Peng Liu
- Department of Colorectal Surgery, Changhai Hospital, Shanghai, China
| | - Li Qiang Hao
- Department of Colorectal Surgery, Changhai Hospital, Shanghai, China
| | - Lian Jie Liu
- Department of Colorectal Surgery, Changhai Hospital, Shanghai, China
| | - Chen Guang Bai
- Department of Pathology, Changhai Hospital, Shanghai, China
| | - Wei Zhang
- Department of Colorectal Surgery, Changhai Hospital, Shanghai, China
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Gao XH, Yu GY, Hong YG, Lian W, Chouhan H, Xu Y, Liu LJ, Bai CG, Zhang W. Clinical significance of multiple gene detection with a 22-gene panel in formalin-fixed paraffin-embedded specimens of 207 colorectal cancer patients. Int J Clin Oncol 2019; 24:141-152. [PMID: 30612269 DOI: 10.1007/s10147-018-1377-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2018] [Accepted: 12/02/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND Simultaneous detection of multiple molecular biomarkers is helpful in the prediction of treatment response and prognosis for colorectal cancer (CRC) patients. METHODS A 22-gene panel consisting of 103 hotspot regions was utilized in the formalin-fixed paraffin-embedded (FFPE) tissue samples of 207 CRC patients, using the next-generation sequencing (NGS)-based multiplex PCR technique. Those 22 genes included AKT1, ALK, BRAF, CTNNB1, DDR2, EGFR, ERBB2, ERBB4, FBXW7, FGFR1, FGFR2, FGFR3, KRAS, MAP2K1, MET, NOTCH1, NRAS, PIK3CA, PTEN, SMAD4, STK11, and TP53. RESULTS Of the 207 patients, 193 had one or more variants, with 170, 20, and 3 having one, two, and three mutated genes, respectively. Of the total 414 variants identified in this study, 384, 25, and 5 were single-nucleotide variants, deletion, and insertion. The top four frequently mutated genes were TP53, KRAS, PIK3CA, and FBXW7. There was high consistency between the results of NGS-PCR technique and routine ARMS-PCR in KRAS and BRAF mutation detection. Univariate and multivariate analyses demonstrated that advanced TNM stage, elevated serum CEA, total variants number ≥ 2, AKT1 and PTEN mutation were independent predictors of shorter DFS; poor differentiation, advanced TNM stage, total variants number ≥ 2, BRAF, CTNNB1 and NRAS mutation were independent predictors of shorter OS. CONCLUSIONS It is feasible to detect multiple gene mutations with a 22-gene panel in FFPE CRC specimens. TNM stage and total variants number ≥ 2 were independent predictors of DFS and OS. Detection of multiple gene mutations may provide additional prognostic information to TNM stage in CRC patients.
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Affiliation(s)
- Xian Hua Gao
- Department of Colorectal Surgery, Changhai Hospital, 168 Changhai Road, Shanghai, 200433, China
| | - Guan Yu Yu
- Department of Colorectal Surgery, Changhai Hospital, 168 Changhai Road, Shanghai, 200433, China
| | - Yong Gang Hong
- Department of Colorectal Surgery, Changhai Hospital, 168 Changhai Road, Shanghai, 200433, China
| | - Wei Lian
- School of Biomedical Sciences, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, Hong Kong
| | - Hanumant Chouhan
- Department of Colorectal Surgery, The Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Yi Xu
- Department of Pathology, Changhai Hospital, 168 Changhai Road, Shanghai, 200433, China
| | - Lian Jie Liu
- Department of Colorectal Surgery, Changhai Hospital, 168 Changhai Road, Shanghai, 200433, China.
| | - Chen Guang Bai
- Department of Pathology, Changhai Hospital, 168 Changhai Road, Shanghai, 200433, China.
| | - Wei Zhang
- Department of Colorectal Surgery, Changhai Hospital, 168 Changhai Road, Shanghai, 200433, China.
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Cross-platform comparison for the detection of RAS mutations in cfDNA (ddPCR Biorad detection assay, BEAMing assay, and NGS strategy). Oncotarget 2018; 9:21122-21131. [PMID: 29765524 PMCID: PMC5940402 DOI: 10.18632/oncotarget.24950] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Accepted: 02/27/2018] [Indexed: 01/05/2023] Open
Abstract
CfDNA samples from colon (mCRC) and non-small cell lung cancers (NSCLC) (CIRCAN cohort) were compared using three platforms: droplet digital PCR (ddPCR, Biorad); BEAMing/OncoBEAM™-RAS-CRC (Sysmex Inostics); next-generation sequencing (NGS, Illumina), utilizing the 56G oncology panel (Swift Biosciences). Tissue biopsy and time matched cfDNA samples were collected at diagnosis in the mCRC cohort and during 1st progression in the NSCLC cohort. Excellent matches between cfDNA/FFPE mutation profiles were observed. Detection thresholds were between 0.5-1% for cfDNA samples examined using ddPCR and NGS, and 0.03% with BEAMing. This high level of sensitivity enabled the detection of KRAS mutations in 5/19 CRC patients with negative FFPE profiles. In the mCRC cohort, comparison of mutation results obtained by testing FFPE to those obtained by testing cfDNA by ddPCR resulted in 47% sensitivity, 77% specificity, 70% positive predictive value (PPV) and 55% negative predictive value (NPV). For BEAMing, we observed 93% sensitivity, 69% specificity, 78% PPV and 90% NPV. Finally, sensitivity of NGS was 73%, specificity was 77%, PPV 79% and NPV 71%. Our study highlights the complementarity of different diagnostic approaches and variability of results between OncoBEAM™-RAS-CRC and NGS assays. While the NGS assay provided a larger breadth of coverage of the major targetable alterations of 56 genes in one run, its performance for specific alterations was frequently confirmed by ddPCR results.
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Bignucolo A, De Mattia E, Cecchin E, Roncato R, Toffoli G. Pharmacogenomics of Targeted Agents for Personalization of Colorectal Cancer Treatment. Int J Mol Sci 2017; 18:E1522. [PMID: 28708103 PMCID: PMC5536012 DOI: 10.3390/ijms18071522] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Revised: 07/06/2017] [Accepted: 07/11/2017] [Indexed: 12/11/2022] Open
Abstract
The use of targeted agents in the treatment of metastatic colorectal cancer (CRC) has improved patient outcomes. Anti-epidermal growth factor receptor (anti-EGFR) agents (cetuximab and panitumumab) and antiangiogenic molecules (bevacizumab, regorafeninb, ramucirumab, and aflibercept) have been successfully integrated into clinical practice. Other drugs have been designed to target additional deregulated pathways in CRC, such as MAPK (mitogen-activated protein kinase)/PI3K-AKT (phosphatidylinositol-3-kinase-AKT serine/threonine kinase)/mTOR (mammalian target of rapamycin), HER-2 and 3 ( human epidermal growth factor receptor-2 and -3), and BRAF. A major issue with targeted treatment is early identification of patients with primary or secondary drug resistance. Pharmacogenomic research has demonstrated its value in this field, highlighting some tumor mutations that could discriminate responders from non-responders. The tumor genetic profile of the RAS/RAF pathway is needed before treatment with anti-EGFR agents; mutations in EGFR pathway genes have also been explored in relation to antiangiogenic molecules although further data are required prior to their integration into clinical practice. The introduction of immunotherapy has paved the way for a new generation of predictive markers, including genome-wide assessment of the tumor landscape. Furthermore, the development of next generation sequencing technology and non-invasive approaches to analyze circulating tumor DNA will make real-time monitoring of the tumor pharmacogenomic markers possible in the clinical routine, rendering precision medicine available to every patient.
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Affiliation(s)
- Alessia Bignucolo
- Clinical and Experimental Pharmacology, CRO-National Cancer Institute, via Franco Gallini 2, 33081 Aviano (PN), Italy.
| | - Elena De Mattia
- Clinical and Experimental Pharmacology, CRO-National Cancer Institute, via Franco Gallini 2, 33081 Aviano (PN), Italy.
| | - Erika Cecchin
- Clinical and Experimental Pharmacology, CRO-National Cancer Institute, via Franco Gallini 2, 33081 Aviano (PN), Italy.
| | - Rossana Roncato
- Clinical and Experimental Pharmacology, CRO-National Cancer Institute, via Franco Gallini 2, 33081 Aviano (PN), Italy.
| | - Giuseppe Toffoli
- Clinical and Experimental Pharmacology, CRO-National Cancer Institute, via Franco Gallini 2, 33081 Aviano (PN), Italy.
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