1
|
Incharoen P, Jinawath A, Arsa L, Kamprerasart K, Trachu N, Monnamo N, Khiewngam K, Muntham D, Chansriwong P, Sirachainan E, Reungwetwattana T. Clinical correlations with EGFR circulating tumor DNA testing in all-stage lung adenocarcinoma. Cancer Biomark 2023; 36:71-82. [PMID: 36530081 DOI: 10.3233/cbm-220079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND Information on genetic alterations, notably EGFR mutations, is important for guiding non-small-cell lung cancer (NSCLC) treatment. Circulating tumor DNA (ctDNA) analysis represents a less invasive alternative to tissue biopsy for analyzing mutation status, but its clinical value may vary across disease stages. OBJECTIVE To explore clinical correlates of ctDNA and tissue/plasma-based EGFR mutation (EGFRm) status across all NSCLC stages. METHODS Ninety patients were analyzed, representing three cohorts: newly-diagnosed early-stage, advanced-stage, and recurrent NSCLC. Relationships among clinical/surgical parameters, ctDNA, EGFRm status, and survival outcomes were analyzed. RESULTS Plasma/tissue EGFRm concordance was lower in early-stage (58.6%) than in advanced-stage patients (87.5%). In early-stage patients, ctDNA levels were variable and not significantly associated with clinical/surgical parameters. In advanced-stage patients, time to EGFR-TKI treatment failure (TTF), but not overall survival (OS), was significantly longer in EGFRm-positive vs. EGFRm-negative patients. In patients with recurrent disease, 40% of plasma samples were EGFRT790M-positive at recurrence. In T790M-positive patients, we noted slight trends toward longer OS with vs. without osimertinib treatment and longer OS and TTF with second-line vs. later-line osimertinib. CONCLUSIONS Our results affirm the use of ctDNA testing in advanced-stage and recurrent NSCLC. Further studies on osimertinib as early-line therapy, clinical correlates and the utility of plasma-based testing in early-stage NSCLC are warranted.
Collapse
Affiliation(s)
- Pimpin Incharoen
- Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Artit Jinawath
- Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Lalida Arsa
- Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Kaettipong Kamprerasart
- Department of Pathology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Narumol Trachu
- Research Center, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Nanamon Monnamo
- Research Center, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Khantong Khiewngam
- Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Dittapol Muntham
- Department of Mathematics, Faculty of Science and Technology, Rajamangala University of Technology Suvarnabhumi, Nonthaburi, Thailand
| | - Phichai Chansriwong
- Division of Medical Oncology, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Ekaphop Sirachainan
- Division of Medical Oncology, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Thanyanan Reungwetwattana
- Division of Medical Oncology, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| |
Collapse
|
2
|
Yang G, Liu C, Hu J, Sun Y, Hu P, Liu L, Xu H, Li D, Li W, Yang Y, Sun N, He J, Wang Y. The Lifted Veil of Uncommon EGFR Mutation p.L747P in Non-Small Cell Lung Cancer: Molecular Feature and Targeting Sensitivity to Tyrosine Kinase Inhibitors. Front Oncol 2022; 12:843299. [PMID: 35223527 PMCID: PMC8873585 DOI: 10.3389/fonc.2022.843299] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Accepted: 01/24/2022] [Indexed: 01/16/2023] Open
Abstract
Objectives The uncommon p.L747P mutation in epidermal growth factor receptor (EGFR) exon 19 reveals to alter the response to tyrosine kinase inhibitors (TKIs) in patients diagnosed with advanced non-small cell lung cancer (NSCLC). However, the underlying mechanism is still not clear. This study aimed to investigate the clinical outcomes, binding affinities, and modes of action of currently available EGFR TKIs towards p.L747P mutation. Materials and Methods Clinical data of NSCLC patients harboring p.L747P mutation who had received different generations of EGFR TKIs were collected from medical records. Computational structure of p.L747P was constructed and in vitro cellular kinase inhibition assay and mice xenograft experiment were performed to predict and confirm the binding affinities and antitumor activities of diverse EGFR TKIs. Results A total of five metastatic NSCLC patients with p.L747P mutation were included in the final analysis. Patients treated with second-generation (2G) TKI afatinib achieved numerically longer progression-free survival (range 2.4-8.5 months) than that with first-generation (1G, range 1.4-5.5 months) or third-generation (3G, range 1.6-7.5 months) TKIs. None of the patients administered 1G or 3G TKIs achieved tumor response, but two-thirds of them treated with afatinib achieved partial response. Dynamics simulation predicted that 2G TKIs presented the best binding affinity to p.L747P mutation. The cellular kinase inhibition assay and mice xenograft experiment confirmed that afatinib could potently inhibit p.L747P-mutant cells and significantly reduce p.L747P-mutant tumor growth (P< 0.001), together with reduced phosphorylation of EGFR and its downstream signalings. Conclusions The uncommon p.L747P mutation in EGFR exon 19 resulted in a poor response to first-generation EGFR TKIs. Afatinib revealed a better clinical response and binding affinity compared with osimertinib for this specific alteration.
Collapse
Affiliation(s)
- Guangjian Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Chengming Liu
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jiaqi Hu
- Drug Discovery Business Unit, PharmaBlock Sciences (Nanjing), Inc., Nanjing, China
| | - Yang Sun
- Drug Discovery Business Unit, PharmaBlock Sciences (Nanjing), Inc., Nanjing, China
| | - Peizeng Hu
- Department of Traditional Chinese Medicine, Yidu Central Hospital of Weifang, Qingzhou, China
| | - Liu Liu
- Drug Discovery Business Unit, PharmaBlock Sciences (Nanjing), Inc., Nanjing, China
| | - Haiyan Xu
- Department of Comprehensive Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Dazhou Li
- College of Computer Science and Technology, Shenyang University of Chemical Technology, Shenyang, China
| | - Weihua Li
- Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yaning Yang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Nan Sun
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jie He
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yan Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- *Correspondence: Yan Wang,
| |
Collapse
|
3
|
Effectiveness of Treatments for Advanced Non–Small-Cell Lung Cancer With Exon 20 Insertion Epidermal Growth Factor Receptor Mutations. Clin Lung Cancer 2019; 20:e620-e630. [DOI: 10.1016/j.cllc.2019.06.018] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Revised: 04/26/2019] [Accepted: 06/15/2019] [Indexed: 01/16/2023]
|
4
|
Ma L, Wang DD, Zou B, Yan H. An Eigen-Binding Site Based Method for the Analysis of Anti-EGFR Drug Resistance in Lung Cancer Treatment. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2017; 14:1187-1194. [PMID: 27187970 DOI: 10.1109/tcbb.2016.2568184] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
We explore the drug resistance mechanism in non-small cell lung cancer treatment by characterizing the drug-binding site of a protein mutant based on local surface and energy features. These features are transformed to an eigen-binding site space and used for drug resistance level prediction and analysis.
Collapse
|
5
|
Sensitive genotyping of mutations in the EGFR gene from NSCLC patients using PCR-GoldMag lateral flow device. Sci Rep 2017; 7:8346. [PMID: 28827701 PMCID: PMC5566435 DOI: 10.1038/s41598-017-08210-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Accepted: 07/05/2017] [Indexed: 11/09/2022] Open
Abstract
Epidermal growth factor receptor (EGFR) mutations predict better outcomes with EGFR tyrosine kinase inhibitors in patients with non-small cell lung cancer (NSCLC). Most common activating mutations include in-frame deletion in exon 19 and L858R substitution in exon 21, which account for >90% of all EGFR mutations in NSCLC. In this study, a PCR-GoldMag lateral flow assay (PCR-GoldMag LFA) was developed for the visual detection of delE746-A750 and L858R of EGFR mutations. Forty formalin-fixed paraffin-embedded (FFPE) tissue samples of NSCLC patients were analyzed using PCR-GoldMag LFA system and verified by direct sequencing and TaqMan-PCR detection methods. Results showed that EGFR mutations were detected in 34 cases among the 40 samples (85%) by PCR-GoldMag LFA method. Among the 34 cases, 5 cases were simultaneously detected with delE746-A750 in exon 19 and L858R mutation in exon 21. Compared with sequencing, only 4 samples were detected as delE746-A750, which revealed higher sensitivity of PCR-GoldMag LFA detection method than direct sequencing. TaqMan-PCR method verified the L858R mutation and was in 100% agreement with our method. These results indicated that our method has obvious advantages to analyze clinical samples and offers a more sensitive alternative to direct sequencing for the detection of EGFR mutations.
Collapse
|
6
|
Ibrahim U, Saqib A, Atallah JP. EGFR exon 18 delE709_T710insD mutated stage IV lung adenocarcinoma with response to afatinib. Lung Cancer 2017. [PMID: 28625646 DOI: 10.1016/j.lungcan.2017.02.023] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Epidermal Growth Factor Receptor (EGFR) targetable mutations have changed the landscape for treatment of advanced stage non-small cell lung cancer in recent years. Three generations of tyrosine kinase inhibitors are now available to target cancers harboring these mutations. The most common EGFR mutations occur in Exons 19 and 21. Exon 18 mutations are extremely rare comprising of 4.1% of all EGFR mutations and the delE709_T710insD mutation accounts for only 0.16% of mutations when occurring as a sole mutation, however, the frequency can vary with the kit utilized for testing. The rarity makes the clinical relevance of these mutations largely unknown. We report a case of a 52year old female with bilateral advanced adenocarcinoma of the lung harboring the delE709_T710insD mutation with significant clinical and radiographic response to treatment with afatinib. We discuss the reported cases of delE709_T710insD mutated non-small cell lung cancer variably treated with geftinib, erlotinib or afatinib. This particular exon 18 mutation seems to preferentially respond to afatinib as reported in two cases including the current case, and in an in vitro experimental model. These reports have implications in guiding decisions for treatment of patients harboring rare EGFR mutations.
Collapse
Affiliation(s)
- Uroosa Ibrahim
- Department of Hematology/Oncology, Staten Island University Hospital, 475 Seaview Avenue, Staten Island, NY 10305, USA.
| | - Amina Saqib
- Department of Pulmonary/Critical Care, Staten Island University Hospital, 475 Seaview Avenue, Staten Island, NY 10305, USA.
| | - Jean Paul Atallah
- Department of Hematology/Oncology, Staten Island University Hospital, 475 Seaview Avenue, Staten Island, NY 10305, USA
| |
Collapse
|
7
|
Zhou J, Song XB, He H, Zhou Y, Lu XJ, Ying BW. Prevalence and Clinical Profile of EGFR Mutation In Non- Small-Cell Lung Carcinoma Patients in Southwest China. Asian Pac J Cancer Prev 2017; 17:965-71. [PMID: 27039821 DOI: 10.7314/apjcp.2016.17.3.965] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
AIMS To investigate the distribution of epidermal growth factor receptor (EGFR) mutations, and explore any relationships with clinical characteristics in non-small-cell lung carcinoma (NSCLC) patients. MATERIALS AND METHODS EGFR mutations were assessed by ADx-ARMS in 261 NSCLC patients from West China Hospital of Sichuan University. Relationships between EGFR mutation and clinical characteristics were analyzed by SPSS. RESULTS The EGFR mutation rate was 48.7% (127/261), 19-del and L858R mutations occurred predominantly, accounting for 33.1% and 40.9%, respectively, in mutated cases. Moreover, 10.2% patients were found to carry double mutations. EGFR mutations occurred more frequently in women (57.5%) than in men (41.8%) (P=0.01), and were more frequent in non-smokers (61.2%) than in former or current smokers (31.2%) (P<0.00). In addition, they were more common in adenocarcinomas (52.8%) and adenosquamous carcinomas (42.8%) than in squamous cell carcinomas (14.8%) (p<0.00). However, only smoking history and pathological types, rather than gender, proved to be associated with EGFR mutations on multivariate logistic regression analysis. No significant differences in pathological stage and metastasis status were found between EGFR wild-type and mutated cases, although EGFR mutation type was related to pathological type (p=0.00) - 19-del, L858R and other mutation types respectively occurred in 34.2%, 42.5% and 23.3% of adenocarcinomas, but in 14.3%, 0% and 85.7% of non-adenocarcinomas. CONCLUSIONS The EGFR mutation rate was 48.7% in NSCLCs in Southwest China, so that nearly 40% patients might benefit from targeted therapies. Smoking status and pathological types were independent predictors of EGFR mutation, while EGFR mutation type was related to only pathological type, rather than smoking status.
Collapse
Affiliation(s)
- Juan Zhou
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China E-mail :
| | | | | | | | | | | |
Collapse
|
8
|
Lin YT, Liu YN, Wu SG, Yang JCH, Shih JY. Epidermal Growth Factor Receptor Tyrosine Kinase Inhibitor-sensitive Exon 19 Insertion and Exon 20 Insertion in Patients With Advanced Non-Small-cell Lung Cancer. Clin Lung Cancer 2016; 18:324-332.e1. [PMID: 28089594 DOI: 10.1016/j.cllc.2016.12.014] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2016] [Revised: 12/20/2016] [Accepted: 12/20/2016] [Indexed: 02/08/2023]
Abstract
BACKGROUND The clinical responsiveness to epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs) in non-small-cell lung cancer (NSCLC) patients with exon 19 insertion and the specific exon 20 insertion (A763_Y764 insFQEA) are still not well known. MATERIALS AND METHODS We analyzed cancer specimens taken from NSCLC patients for EGFR mutations using RNA reverse transcription polymerase chain reaction or direct DNA sequencing. The clinical course and responsiveness to an EGFR TKI in patients with EGFR exon 19 insertion or exon 20 insertion (A763_Y764 insFQEA) were recorded. The published data regarding these mutations were also reviewed. RESULTS From September 1995 to May 2015, we found 4 patients with an EGFR exon 19 insertion and 6 patients with an EGFR exon 20 insertion (A763_Y764 insFQEA) at the National Taiwan University Hospital. Among patients with an exon 19 insertion, 3 received an EGFR TKI. Of the 3 patients, 1 had a partial response, 1 had stable disease, and 1 had progressive disease. Of the 6 patients with the exon 20 insertion (A763_Y764 insFQEA), 3 received an EGFR TKI. Of those 3 patients, 2 had a partial response and 1 had progressive disease. A review of the published data, together with the data from our patients, patients with an exon 19 insertion and treated with an EGFR TKI (n = 18) had a response rate of 56% and a median time to progression of 10.4 months. Patients with the exon 20 insertion (A763_Y764 insFQEA) and treated with an EGFR TKI (n = 11) had a response rate of 73% and a median time to progression of 5.0 months. CONCLUSIONS Advanced NSCLC bearing the EGFR exon 19 insertion or exon 20 insertion (A763_Y764 insFQEA) is sensitive to EGFR TKIs.
Collapse
Affiliation(s)
- Yen-Ting Lin
- Department of Internal Medicine, National Taiwan University Hospital, Yun-Lin Branch, Yun-Lin, Taiwan
| | - Yi-Nan Liu
- Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Shang-Gin Wu
- Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - James Chih-Hsin Yang
- Department of Oncology, Graduate Institute of Oncology and Cancer Research Centre, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Jin-Yuan Shih
- Department of Internal Medicine, National Taiwan University Hospital, College of Medicine, National Taiwan University, Taipei, Taiwan.
| |
Collapse
|
9
|
Wu JY, Shih JY. Effectiveness of tyrosine kinase inhibitors on uncommon E709X epidermal growth factor receptor mutations in non-small-cell lung cancer. Onco Targets Ther 2016; 9:6137-6145. [PMID: 27785061 PMCID: PMC5067004 DOI: 10.2147/ott.s118071] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Clinical features of epidermal growth factor receptor (EGFR) mutations: L858R, deletions in exon 19, T790M, insertions in exon 20, G719X, and L861X in non-small-cell lung cancer (NSCLC) are well-known. The clinical significance of other uncommon EGFR mutations, such as E709X, is not well understood. This study aimed to improve the understanding of E709X, and the clinical response to tyrosine kinase inhibitors (TKIs) of NSCLC patients with such an uncommon mutation. METHODS Specimens from 3,146 patients were tested for EGFR mutations. We surveyed the clinical data and the effectiveness of TKI treatment in NSCLC patients with EGFR mutations E709X. RESULTS Of the 3,146 patients, 1,689 (53.7%) had EGFR mutations. This included 726 patients with deletions in exon 19, 733 patients with L858R, and 230 (13.6%) patients with other EGFR mutations. In the 230 patients who had mutations other than single deletion in exon 19 or single L858R in exon 21, 25 (1.5%) patients had the uncommon E709X mutations. Twenty patients had complex E709X mutations and five had single E709X mutation: delE709-T710insD. Of these 25 patients, 18 received either gefitinib or erlotinib treatment. The response rate of TKIs treatment was 50.0%, and the median progression-free survival was 6.2 months. All 5 patients who had delE709-T710insD were non-responders to TKI treatments. CONCLUSION E709X EGFR mutations constituted a small part of the whole group of EGFR mutations. Most patients had complex mutations. The mutation delE709-T710insD was a single mutation and was not associated with good response to TKI treatment.
Collapse
Affiliation(s)
- Jenn-Yu Wu
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin, Taiwan
| | - Jin-Yuan Shih
- Department of Internal Medicine, National Taiwan University Hospital, and College of Medicine, National Taiwan University, Taipei, Taiwan
| |
Collapse
|
10
|
Yang X, Chen H, Zhang H, Duan J, An T, Zhao J, Zhuo M, Wu M, Wang J. [Effectiveness of Tyrosine Kinase Inhibitors on Uncommon Epidermal Growth Factor
Receptor Mutations in Non-small Cell Lung Cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2016; 18:493-9. [PMID: 26302346 PMCID: PMC6000227 DOI: 10.3779/j.issn.1009-3419.2015.08.04] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
背景与目的 表皮生长因子受体(epidermal growth factor receptor, EGFR)敏感性突变是EGFR酪氨酸激酶抑制剂(tyrosine kinase inhibitors, TKIs)的有效预测因子。85%-90%敏感性突变发生于19缺失突变及21外显子L858R突变。常见EGFR敏感性突变患者EGFR-TKIs治疗的客观缓解率(objective response rate, ORR)和无病进展生存时间(progression-free survival, PFS)显著延长,可分别达70%-80%和9个月-14个月。但EGFR-TKIs对于EGFR少见突变(uncommon mutations)的疗效尚不明确。本研究旨在探讨EGFR少见突变的临床病理特征及EGFR-TKIs治疗的远近期疗效。 方法 收集2010年4月-2015年4月北京大学肿瘤医院胸部肿瘤内科24例少见EGFR突变患者的临床资料,分析少见EGFR突变的临床病理特征及与TKIs疗效及PFS之间的关系。 结果 24例携带少见突变的患者中,单突变者15例,双突变者9例。15例单突变中,S768I、L861Q、20外显子插入突变、G719X分别为4例、4例、3例、2例。双突变中以S768I合并G719X最为常见(3/9)。在接受EGFR-TKIs治疗的13例患者中,ORR为46.1%(6/13),疾病控制率(disease control rate, DCR)为76.9%(10/13),中位PFS为7.4个月。 结论 作为特殊类型的EGFR突变,EGFR少见突变对于一代EGFR-TKIs的敏感性介于EGFR敏感性突变和EGFR野生型之间。相对于一代EGFR-TKIs而言,二代EGFR-TKIs可能更适用于EGFR少见突变的治疗。。
Collapse
Affiliation(s)
- Xue Yang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Thoracic Medical Oncology, Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Hanxiao Chen
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Thoracic Medical Oncology, Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Hong Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Thoracic Medical Oncology, Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Jianchun Duan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Thoracic Medical Oncology, Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Tongtong An
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Thoracic Medical Oncology, Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Jun Zhao
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Thoracic Medical Oncology, Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Minglei Zhuo
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Thoracic Medical Oncology, Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Meina Wu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Thoracic Medical Oncology, Peking University Cancer Hospital and Institute, Beijing 100142, China
| | - Jie Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Thoracic Medical Oncology, Peking University Cancer Hospital and Institute, Beijing 100142, China
| |
Collapse
|
11
|
Wajnberg G, Passetti F. Using high-throughput sequencing transcriptome data for INDEL detection: challenges for cancer drug discovery. Expert Opin Drug Discov 2016; 11:257-68. [PMID: 26787005 DOI: 10.1517/17460441.2016.1143813] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
INTRODUCTION A cancer cell is a mosaic of genomic and epigenomic alterations. Distinct cancer molecular signatures can be observed depending on tumor type or patient genetic background. One type of genomic alteration is the insertion and/or deletion (INDEL) of nucleotides in the DNA sequence, which may vary in length, and may change the encoded protein or modify protein domains. INDELs are associated to a large number of diseases and their detection is done based on low-throughput techniques. However, high-throughput sequencing has also started to be used for detection of novel disease-causing INDELs. This search may identify novel drug targets. AREAS COVERED This review presents examples of using high-throughput sequencing (DNA-Seq and RNA-Seq) to investigate the incidence of INDELs in coding regions of human genes. Some of these examples successfully utilized RNA-Seq to identify INDELs associated to diseases. In addition, other studies have described small INDELs related to chemo-resistance or poor outcome of patients, while structural variants were associated with a better clinical outcome. EXPERT OPINION On average, there is twice as much RNA-Seq data available at the most used repositories for such data compared to DNA-Seq. Therefore, using RNA-Seq data is a promising strategy for studying cancer samples with unknown mechanisms of drug resistance, aiming at the discovery of proteins with potential as novel drug targets.
Collapse
Affiliation(s)
- Gabriel Wajnberg
- a Laboratory of Functional Genomics and Bioinformatics, Oswaldo Cruz Institute , Fundação Oswaldo Cruz (FIOCRUZ) , Rio de Janeiro , RJ , Brazil
| | - Fabio Passetti
- a Laboratory of Functional Genomics and Bioinformatics, Oswaldo Cruz Institute , Fundação Oswaldo Cruz (FIOCRUZ) , Rio de Janeiro , RJ , Brazil
| |
Collapse
|
12
|
Mutation analysis of EGFR and its correlation with the HPV in Indian cervical cancer patients. Tumour Biol 2016; 37:9089-98. [PMID: 26762413 DOI: 10.1007/s13277-016-4789-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Accepted: 01/06/2016] [Indexed: 01/18/2023] Open
Abstract
Cervical cancer is a major cause of morbidity and mortality particularly in developing countries. Somatic mutations in the tyrosine kinase domain of the epidermal growth factor receptor (EGFR) gene is associated with increased sensitivity to tyrosine kinase inhibitors (TKIs). In this study, the presence of EGFR mutations in cervical cancer and its correlation with HPV were identified. EGFR mutations were found in 31 out of 95 patients (32.63 %). Results showed the presence of EGFR mutations in 5.263 % of patients in exon 19. In exon 20, mutations were predominant in 25.26 % patients. While in exon 21, 8.421 % of patients had mutations. HPV, which is associated with cervical cancer development, was found in 95.78 % (HPVL1), 92.63 % (HPV16), and 3.15 % (HPV18) of patients. No correlation was found between HPV16 and EGFR mutations (p = 0.0616). Overall, mutations like V742R, Q787Q, Q849H, E866E, T854A, L858R, E872Q, and E688Q were found. Next, impact of TKI inhibitor (gefitinib) was checked with respect to presence or absence of mutation considering Q787Q mutation in exon 20 (G/A genotype) which is present in 25.2 % patients. Mutated cervical cancer cell lines showed higher sensitivity to gefitinib. Overall, this study suggests the importance of mutations in EGFR gene and indicates their relevance with respect to TKIs treatment in Indian cervical cancer patients.
Collapse
|
13
|
Antitumoral Activity of Tyrosine Kinase Inhibitors in Patients with Non-small Cell Lung Cancer Harbouring Rare Epidermal Growth Factor Receptor Mutations. Mol Diagn Ther 2015; 19:267-72. [DOI: 10.1007/s40291-015-0158-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
14
|
Ma L, Wang DD, Huang Y, Yan H, Wong MP, Lee VHF. EGFR Mutant Structural Database: computationally predicted 3D structures and the corresponding binding free energies with gefitinib and erlotinib. BMC Bioinformatics 2015; 16:85. [PMID: 25886721 PMCID: PMC4364680 DOI: 10.1186/s12859-015-0522-3] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Accepted: 02/27/2015] [Indexed: 01/18/2023] Open
Abstract
Background Epidermal growth factor receptor (EGFR) mutation-induced drug resistance has caused great difficulties in the treatment of non-small-cell lung cancer (NSCLC). However, structural information is available for just a few EGFR mutants. In this study, we created an EGFR Mutant Structural Database (freely available at http://bcc.ee.cityu.edu.hk/data/EGFR.html), including the 3D EGFR mutant structures and their corresponding binding free energies with two commonly used inhibitors (gefitinib and erlotinib). Results We collected the information of 942 NSCLC patients belonging to 112 mutation types. These mutation types are divided into five groups (insertion, deletion, duplication, modification and substitution), and substitution accounts for 61.61% of the mutation types and 54.14% of all the patients. Among all the 942 patients, 388 cases experienced a mutation at residue site 858 with leucine replaced by arginine (L858R), making it the most common mutation type. Moreover, 36 (32.14%) mutation types occur at exon 19, and 419 (44.48%) patients carried a mutation at exon 21. In this study, we predicted the EGFR mutant structures using Rosetta with the collected mutation types. In addition, Amber was employed to refine the structures followed by calculating the binding free energies of mutant-drug complexes. Conclusions The EGFR Mutant Structural Database provides resources of 3D structures and the binding affinity with inhibitors, which can be used by other researchers to study NSCLC further and by medical doctors as reference for NSCLC treatment.
Collapse
Affiliation(s)
- Lichun Ma
- Department of Electronic Engineering, City University of Hong Kong, Kowloon, Hong Kong.
| | - Debby D Wang
- Department of Electronic Engineering, City University of Hong Kong, Kowloon, Hong Kong.
| | - Yiqing Huang
- School of Computer Science and Technology, Soochow University, Suzhou, China.
| | - Hong Yan
- Department of Electronic Engineering, City University of Hong Kong, Kowloon, Hong Kong.
| | - Maria P Wong
- Li Ka Sing Faculty of Medicne, University of Hong Kong, Pokfulam, Hong Kong.
| | - Victor H F Lee
- Li Ka Sing Faculty of Medicne, University of Hong Kong, Pokfulam, Hong Kong.
| |
Collapse
|
15
|
Tetrault SM, Rice JE, Wangh LJ, Sanchez JA. Single-Tube Mutation Scanning of The Epidermal Growth Factor Receptor Gene Using Multiplex LATE-PCR and Lights-On/Lights-Off Probes. JOURNAL OF MOLECULAR BIOMARKERS & DIAGNOSIS 2014; 5:1000175. [PMID: 25411647 DOI: 10.4172/2155-9929.1000175] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND Numerous mutations in exons 18-21 of the epidermal growth factor receptor (EGFR) gene determine the response of many patients with non-small cell lung carcinoma (NSCLC) to anti-EGFR tyrosine kinase inhibitors (TKIs). This paper describes a single closed-tube assay for simultaneous mutational scanning of EGFR exons 18-21. METHODS The assay first co-amplifies all four exons as separate single-stranded DNA products using Linear-After-The-Exponential (LATE)-PCR. The amplicons are then interrogated at endpoint along their length using sets of Lights-On/Lights-Off probes of a different color for each exon. The four resulting fluorescent signatures are unique for each underlying DNA sequence. Every mutation in a target potentially alters its unique fluorescent signature thereby revealing the presence of the mutation. RESULTS The assay readily detects mutations which cause sensitivity or resistance to TKIs and can distinguish these clinically important genetic changes from silent mutations which have no impact on protein function. The assay identifies as little as 5% mutant sequences in mixtures of normal DNA and mutant DNA prepared from cancer cell lines. Proof-of-principle experiments demonstrate mutation identification in formalin-fixed, paraffin-embedded NSCLC biopsies. CONCLUSION The LATE-PCR EGFR assay described here represents a new type of highly informative, single-tube diagnostic test for mutational scanning of multiple gene coding regions and/or multiple gene targets for personalized cancer therapies.
Collapse
Affiliation(s)
- Shana M Tetrault
- Department of Biology, Brandeis University, 415 South St., Waltham, MA, USA
| | - John E Rice
- Department of Biology, Brandeis University, 415 South St., Waltham, MA, USA
| | - Lawrence J Wangh
- Department of Biology, Brandeis University, 415 South St., Waltham, MA, USA
| | - J Aquiles Sanchez
- Department of Biology, Brandeis University, 415 South St., Waltham, MA, USA
| |
Collapse
|
16
|
Kao HF, Lin CC, Yang JCH. EGFR inhibitors as the first-line systemic treatment for advanced non-small-cell lung cancer. Future Oncol 2014; 9:991-1003. [PMID: 23837762 DOI: 10.2217/fon.13.56] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Drugs that target the EGFR have a major impact on the treatment of advanced non-small-cell lung cancer (NSCLC). EGFR mutations in NSCLC are associated with a dramatic and sustained response to EGFR tyrosine kinase inhibitors (TKIs). This review summarizes the results of randomized trials using EGFR TKIs or EGFR monoclonal antibodies with chemotherapy in the first-line setting, and discusses several unresolved issues regarding the use of the EGFR TKIs as the first-line therapy in advanced NSCLC.
Collapse
Affiliation(s)
- Hsiang-Fong Kao
- Department of Oncology, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin, Taiwan
| | | | | |
Collapse
|
17
|
Kim HS, Sung JS, Yang SJ, Kwon NJ, Jin L, Kim ST, Park KH, Shin SW, Kim HK, Kang JH, Kim JO, Park JY, Choi JE, Yoon H, Park CK, Yang KS, Seo JS, Kim YH. Predictive efficacy of low burden EGFR mutation detected by next-generation sequencing on response to EGFR tyrosine kinase inhibitors in non-small-cell lung carcinoma. PLoS One 2013; 8:e81975. [PMID: 24376508 PMCID: PMC3869671 DOI: 10.1371/journal.pone.0081975] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2013] [Accepted: 10/18/2013] [Indexed: 11/21/2022] Open
Abstract
Direct sequencing remains the most widely used method for the detection of epidermal growth factor receptor (EGFR) mutations in lung cancer; however, its relatively low sensitivity limits its clinical use. The objective of this study was to investigate the sensitivity of detecting an epidermal growth factor receptor (EGFR) mutation from peptide nucleic acid-locked nucleic acid polymerase chain reaction (PNA-LNA PCR) clamp and Ion Torrent Personal Genome Machine (PGM) techniques compared to that by direct sequencing. Furthermore, the predictive efficacy of EGFR mutations detected by PNA-LNA PCR clamp was evaluated. EGFR mutational status was assessed by direct sequencing, PNA-LNA PCR clamp, and Ion Torrent PGM in 57 patients with non-small cell lung cancer (NSCLC). We evaluated the predictive efficacy of PNA-LNA PCR clamp on the EGFR-TKI treatment in 36 patients with advanced NSCLC retrospectively. Compared to direct sequencing (16/57, 28.1%), PNA-LNA PCR clamp (27/57, 47.4%) and Ion Torrent PGM (26/57, 45.6%) detected more EGFR mutations. EGFR mutant patients had significantly longer progressive free survival (14.31 vs. 21.61 months, P = 0.003) than that of EGFR wild patients when tested with PNA-LNA PCR clamp. However, no difference in response rate to EGFR TKIs (75.0% vs. 82.4%, P = 0.195) or overall survival (34.39 vs. 44.10 months, P = 0.422) was observed between the EGFR mutations by direct sequencing or PNA-LNA PCR clamp. Our results demonstrate firstly that patients with EGFR mutations were detected more frequently by PNA-LNA PCR clamp and Ion Torrent PGM than those by direct sequencing. EGFR mutations detected by PNA-LNA PCR clamp may be as a predicative factor for EGFR TKI response in patients with NSCLC.
Collapse
Affiliation(s)
- Hye Sook Kim
- Division of Oncology/Hematology, Department of Internal Medicine, College of Medicine, Korea University, Seoul, Korea
| | - Jae Sook Sung
- Cancer Research Institute, Korea University, Seoul, Korea
| | | | | | - LiHua Jin
- Cancer Research Institute, Korea University, Seoul, Korea
| | - Seung Tae Kim
- Division of Oncology/Hematology, Department of Internal Medicine, College of Medicine, Korea University, Seoul, Korea
| | - Kyong Hwa Park
- Division of Oncology/Hematology, Department of Internal Medicine, College of Medicine, Korea University, Seoul, Korea
| | - Sang Won Shin
- Division of Oncology/Hematology, Department of Internal Medicine, College of Medicine, Korea University, Seoul, Korea
| | - Han Kyeom Kim
- Department of Pathology, College of Medicine, Korea University, Seoul, Korea
| | - Jin-Hyoung Kang
- Division of Medical Oncology, Seoul Saint Mary's Hospital, The Catholic University of Korea, Seoul, Korea
| | - Jeong-Oh Kim
- Laboratory of Medical Oncology, Research Institutes of Medical Science, The Catholic University of Korea, Korea
| | - Jae Yong Park
- Lung Cancer Center, Kyungpook National University Medical Center, Daegu, Korea
| | - Jin Eun Choi
- Department of Biochemistry, School of Medicine, Kyungpook National University, Daegu, Korea
| | - HyoungKyu Yoon
- Division of Pulmonology, Department of Internal Medicine, Saint Mary's Hospital, College of Medicine, The Catholic University of Korea, Korea
| | - Chan Kwon Park
- Division of Pulmonology, Department of Internal Medicine, Saint Mary's Hospital, College of Medicine, The Catholic University of Korea, Korea
| | | | - Jeong-Sun Seo
- Macroge Inc., Seoul, Korea
- Genomic Medicine Institute (GMI), Medical Research Center, Seoul National University, Seoul, Korea
- Department of Biochemistry, Seoul National University College of Medicine, Seoul, Korea
- Department of Biomedical Sciences, Seoul National University Graduate School, Seoul, Korea
- * E-mail: (YHK); (J. Seo)
| | - Yeul Hong Kim
- Division of Oncology/Hematology, Department of Internal Medicine, College of Medicine, Korea University, Seoul, Korea
- Cancer Research Institute, Korea University, Seoul, Korea
- * E-mail: (YHK); (J. Seo)
| |
Collapse
|
18
|
Rare and complex mutations of epidermal growth factor receptor, and efficacy of tyrosine kinase inhibitor in patients with non-small cell lung cancer. Int J Clin Oncol 2013; 19:594-600. [DOI: 10.1007/s10147-013-0602-1] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2013] [Accepted: 07/17/2013] [Indexed: 10/26/2022]
|
19
|
Kessler T, Hache H, Wierling C. Integrative analysis of cancer-related signaling pathways. Front Physiol 2013; 4:124. [PMID: 23760067 PMCID: PMC3671203 DOI: 10.3389/fphys.2013.00124] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2012] [Accepted: 05/12/2013] [Indexed: 12/11/2022] Open
Abstract
Identification and classification of cancer types and subtypes is a major issue in current cancer research. Whole genome expression profiling of cancer tissues is often the basis for such subtype classifications of tumors and different signatures for individual cancer types have been described. However, the search for best performing discriminatory gene-expression signatures covering more than one cancer type remains a relevant topic in cancer research as such a signature would help understanding the common changes in signaling networks in these disease types. In this work, we explore the idea of a top down approach for sample stratification based on a module-based network of cancer relevant signaling pathways. For assembly of this network, we consider several of the most established cancer pathways. We evaluate our sample stratification approach using expression data of human breast and ovarian cancer signatures. We show that our approach performs equally well to previously reported methods besides providing the advantage to classify different cancer types. Furthermore, it allows to identify common changes in network module activity of those cancer samples.
Collapse
Affiliation(s)
- Thomas Kessler
- Systems Biology Group, Department Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Hendrik Hache
- Systems Biology Group, Department Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| | - Christoph Wierling
- Systems Biology Group, Department Vertebrate Genomics, Max Planck Institute for Molecular Genetics, Berlin, Germany
| |
Collapse
|
20
|
Marchetti A, Del Grammastro M, Filice G, Felicioni L, Rossi G, Graziano P, Sartori G, Leone A, Malatesta S, Iacono M, Guetti L, Viola P, Mucilli F, Cuccurullo F, Buttitta F. Complex mutations & subpopulations of deletions at exon 19 of EGFR in NSCLC revealed by next generation sequencing: potential clinical implications. PLoS One 2012; 7:e42164. [PMID: 22848739 PMCID: PMC3407088 DOI: 10.1371/journal.pone.0042164] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2012] [Accepted: 07/02/2012] [Indexed: 02/01/2023] Open
Abstract
Microdeletions at exon 19 are the most frequent genetic alterations affecting the Epidermal Growth Factor Receptor (EGFR) gene in non-small cell lung cancer (NSCLC) and they are strongly associated with response to treatment with tyrosine kinase inhibitors. A series of 116 NSCLC DNA samples investigated by Sanger Sequencing (SS), including 106 samples carrying exon 19 EGFR deletions and 10 without deletions (control samples), were subjected to deep next generation sequencing (NGS). All samples with deletions at SS showed deletions with NGS. No deletions were seen in control cases. In 93 (88%) cases, deletions detected by NGS were exactly corresponding to those identified by SS. In 13 cases (12%) NGS resolved deletions not accurately characterized by SS. In 21 (20%) cases the NGS showed presence of complex (double/multiple) frameshift deletions producing a net in-frame change. In 5 of these cases the SS could not define the exact sequence of mutant alleles, in the other 16 cases the results obtained by SS were conventionally considered as deletions plus insertions. Different interpretative hypotheses for complex mutations are discussed. In 46 (43%) tumors deep NGS showed, for the first time to our knowledge, subpopulations of DNA molecules carrying EGFR deletions different from the main one. Each of these subpopulations accounted for 0.1% to 17% of the genomic DNA in the different tumors investigated. Our findings suggest that a region in exon 19 is highly unstable in a large proportion of patients carrying EGFR deletions. As a corollary to this study, NGS data were compared with those obtained by immunohistochemistry using the 6B6 anti-mutant EGFR antibody. The immunoreaction was E746-A750del specific. In conclusion, NGS analysis of EGFR exon 19 in NSCLCs allowed us to formulate a new interpretative hypothesis for complex mutations and revealed the presence of subpopulations of deletions with potential pathogenetic and clinical impact.
Collapse
Affiliation(s)
- Antonio Marchetti
- Center of Predictive Molecular Medicine, Center of Excellence on Aging, University-Foundation, Chieti, Italy
| | - Maela Del Grammastro
- Center of Predictive Molecular Medicine, Center of Excellence on Aging, University-Foundation, Chieti, Italy
| | - Giampaolo Filice
- Center of Predictive Molecular Medicine, Center of Excellence on Aging, University-Foundation, Chieti, Italy
| | - Lara Felicioni
- Center of Predictive Molecular Medicine, Center of Excellence on Aging, University-Foundation, Chieti, Italy
| | - Giulio Rossi
- Anatomic Pathology Unit, Azienda Ospedaliero-Universitaria Policlinico of Modena, Modena, Italy
| | - Paolo Graziano
- Anatomic Pathology Unit, San Camillo-Forlanini Hospital, Rome, Italy
| | - Giuliana Sartori
- Anatomic Pathology Unit, Azienda Ospedaliero-Universitaria Policlinico of Modena, Modena, Italy
| | - Alvaro Leone
- Anatomic Pathology Unit, San Camillo-Forlanini Hospital, Rome, Italy
| | - Sara Malatesta
- Center of Predictive Molecular Medicine, Center of Excellence on Aging, University-Foundation, Chieti, Italy
| | | | - Luigi Guetti
- Department of Surgery, University of Chieti, Chieti, Italy
| | - Patrizia Viola
- Center of Predictive Molecular Medicine, Center of Excellence on Aging, University-Foundation, Chieti, Italy
| | - Felice Mucilli
- Department of Surgery, University of Chieti, Chieti, Italy
| | - Franco Cuccurullo
- Center of Predictive Molecular Medicine, Center of Excellence on Aging, University-Foundation, Chieti, Italy
| | - Fiamma Buttitta
- Center of Predictive Molecular Medicine, Center of Excellence on Aging, University-Foundation, Chieti, Italy
- Oncological and Cardiovascular Molecular Medicine Unit, University-Foundation, Chieti, Italy
| |
Collapse
|
21
|
|
22
|
Mutations of the epidermal growth factor receptor gene in NSCLC patients. Oncol Lett 2011; 2:1233-1237. [PMID: 22848293 DOI: 10.3892/ol.2011.366] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2011] [Accepted: 07/04/2011] [Indexed: 01/22/2023] Open
Abstract
Mutations of the epidermal growth factor receptor (EGFR) in patients with non-small cell lung cancer (NSCLC) were identified by re-sequencing all exons of this gene to evaluate the frequencies of EGFR gene mutation and identify rare or novel EGFR mutations. A total of 55 NSCLC samples from 55 patients were included in the study. Genomic DNA was extracted and exons 1-28 of the EGFR gene were sequenced to identify mutations. The cDNA of the EGFR gene with P848L and T790M double mutants was constructed by introducing point mutations into the wild-type EGFR vector using a site-directed mutagenesis kit. Among the 55 patients with NSCLC, 8 patients carried mutations of the EGFR gene. Notably, of the mutation-harboring patients with a pathological type of adenocarcinoma, 6 were non-smokers. The in vitro study demonstrated that the P848L mutant had a similar response to that of the wild-type EGFR after gefitinib treatment, and the P848L and T790M double mutant exhibited high resistance to gefitinib. These EGFR mutations preferentially occurred in lung adenocarcinoma patients, most of whom were non-smokers. In the in vitro study, P848L mutant EGFR had a similar response as the wild-type EGFR to gefitinib treatment, suggesting that lung cancer patients with a rare mutation of EGFR, such as the P848L mutation, do not respond to gefitinib treatment.
Collapse
|
23
|
Friboulet L, Barrios-Gonzales D, Commo F, Olaussen KA, Vagner S, Adam J, Goubar A, Dorvault N, Lazar V, Job B, Besse B, Validire P, Girard P, Lacroix L, Hasmats J, Dufour F, André F, Soria JC. Molecular Characteristics of ERCC1-Negative versus ERCC1-Positive Tumors in Resected NSCLC. Clin Cancer Res 2011; 17:5562-72. [PMID: 21750204 DOI: 10.1158/1078-0432.ccr-11-0790] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Excision repair cross-complementation group 1 (ERCC1) is a protein involved in repair of DNA platinum adducts and stalled DNA replication forks. We and others have previously shown the influence of ERCC1 expression upon survival rates and benefit of cisplatin-based chemotherapy in patients with resected non-small-cell lung cancer (NSCLC). However, little is known about the molecular characteristics of ERCC1-positive and ERCC1-negative tumors. EXPERIMENTAL DESIGN We took advantage of a cohort of 91 patients with resected NSCLC, for which we had matched frozen and paraffin-embedded samples to explore the comparative molecular portraits of ERCC1-positive and ERCC1-negative tumors of NSCLC. We carried out a global molecular analysis including assessment of ERCC1 expression levels by using both immunohistochemistry (IHC) and quantitative reverse transcriptase PCR (qRT-PCR), genomic instability, global gene and miRNA expression, and sequencing of selected key genes involved in lung carcinogenesis. RESULTS ERCC1 protein and mRNA expression were significantly correlated. However, we observed several cases with clear discrepancies. We noted that ERCC1-negative tumors had a higher rate of genomic abnormalities versus ERCC1-positive tumors. ERCC1-positive tumors seemed to share a common DNA damage response (DDR) phenotype with the overexpression of seven genes linked to DDR. The miRNA expression analysis identified miR-375 as significantly underexpressed in ERCC1-positive tumors. CONCLUSIONS Our data show inconsistencies in ERCC1 expression between IHC and qRT-PCR readouts. Furthermore, ERCC1 status is not linked to specific mutational patterns or frequencies. Finally, ERCC1-negative tumors have a high rate of genomic aberrations that could consequently influence prognosis in patients with resected NSCLC.
Collapse
Affiliation(s)
- Luc Friboulet
- INSERM, U981; Institut de cancérologie Gustave Roussy (IGR), Villejuif, France
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
24
|
Stricker T, Catenacci DVT, Seiwert TY. Molecular profiling of cancer--the future of personalized cancer medicine: a primer on cancer biology and the tools necessary to bring molecular testing to the clinic. Semin Oncol 2011; 38:173-85. [PMID: 21421108 DOI: 10.1053/j.seminoncol.2011.01.013] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Cancers arise as a result of an accumulation of genetic aberrations that are either acquired or inborn. Virtually every cancer has its unique set of molecular changes. Technologies have been developed to study cancers and derive molecular characteristics that increasingly have implications for clinical care. Indeed, the identification of key genetic aberrations (molecular drivers) may ultimately translate into dramatic benefit for patients through the development of highly targeted therapies. With the increasing availability of newer, more powerful, and cheaper technologies such as multiplex mutational screening, next generation sequencing, array-based approaches that can determine gene copy numbers, methylation, expression, and others, as well as more sophisticated interpretation of high-throughput molecular information using bioinformatics tools like signatures and predictive algorithms, cancers will routinely be characterized in the near future. This review examines the background information and technologies that clinicians and physician-scientists will need to interpret in order to develop better, personalized treatment strategies.
Collapse
Affiliation(s)
- Thomas Stricker
- Department of Pathology, The University of Chicago, Chicago, IL 60637, USA
| | | | | |
Collapse
|
25
|
Wu JY, Shih JY, Chen KY, Yang CH, Yu CJ, Yang PC. Gefitinib therapy in patients with advanced non-small cell lung cancer with or without testing for epidermal growth factor receptor (EGFR) mutations. Medicine (Baltimore) 2011; 90:159-167. [PMID: 21512416 DOI: 10.1097/md.0b013e31821a16f4] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Gefitinib is effective in treating advanced non-small cell lung cancer (NSCLC), especially in Asian patients in whom the prevalence of epidermal growth factor receptor (EGFR) mutation was high. We analyzed our gefitinib treatment use in patients for advanced NSCLC to study the influence of clinical factors on the treatment outcomes in a tertiary referral medical center in Taiwan. Clinical data and EGFR mutational status of the tumors were collected. A total of 907 patients received gefitinib for advanced NSCLC: 466 patients (51.4%) underwent testing for EGFR mutations, and the other 441 patients did not. In the 466 patients who were tested for EGFR mutations, 272 (58.4%) had EGFR mutations, and an EGFR mutation was a prominent factor for objective response to gefitinib (67.3% vs. 18.3% in wildtype EGFR, p < 0.001). In the 441 patients who did not receive EGFR mutation sequencing, nonsmoker status, female sex, and adenocarcinoma cell type were predictors for better gefitinib response (p < 0.005). We found that testing for EGFR mutations was helpful in NSCLC patients in Taiwan to guide the use of gefitinib. In patients with positive activating EGFR mutations, gefitinib efficacy was prominent and significant. Therefore, analysis for EGFR mutation should be advocated. In those patients who have unknown EGFR mutation status, demographic and histopathology characteristics can be relied on to judge the potential efficacy of gefitinib use.
Collapse
Affiliation(s)
- Jenn-Yu Wu
- From Department of Internal Medicine (JYW), National Taiwan University Hospital Yun-Lin Branch, Yun-Lin; Department of Internal Medicine (JYS, KYC, CJY, PCY) and Department of Oncology (CHY), National Taiwan University Hospital, Taipei, Taiwan
| | | | | | | | | | | |
Collapse
|
26
|
Wu JY, Yu CJ, Chang YC, Yang CH, Shih JY, Yang PC. Effectiveness of tyrosine kinase inhibitors on "uncommon" epidermal growth factor receptor mutations of unknown clinical significance in non-small cell lung cancer. Clin Cancer Res 2011; 17:3812-21. [PMID: 21531810 DOI: 10.1158/1078-0432.ccr-10-3408] [Citation(s) in RCA: 388] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
PURPOSE Clinical features of epidermal growth factor receptor (EGFR) mutations, L858R, deletions in exon 19, T790M, and insertions in exon 20, in non-small cell lung cancer (NSCLC) are well known. The clinical significance of other uncommon EGFR mutations, such as their association with the effectiveness of EGFR tyrosine kinase inhibitors (TKI), is not well understood. This study aimed to improve the understanding of these uncommon EGFR mutations of unknown clinical significance. PATIENTS AND METHODS Specimens from 1,261 patients were tested for EGFR mutations. We surveyed the clinical data and the effectiveness of gefitinib and erlotinib in NSCLC patients with uncommon EGFR mutations. RESULTS Of the 1,261 patients, 627 (49.8%) had EGFR mutations. This included 258 patients with deletions in exon 19, 260 patients with L858R, 25 patients with insertions or duplications in exon 20, 6 patients with de novo T790M, and 78 (12.4%) patients with uncommon mutations. Of the 78 patients, 62 received either gefitinib or erlotinib treatment. The response rate of TKIs treatment was 48.4%, and the median progression-free survival (PFS) was 5.0 months. Mutations on G719 and L861 composed a major part (28 of 62) of uncommon mutations, and were associated with a favorable effectiveness of EGFR TKIs (response rate, 57.1%; median PFS, 6.0 months). Mutations other than G719 and L861 led to a worse response to EGFR TKIs (response rate, 20.0%; median PFS, 1.6 months). CONCLUSIONS Uncommon EGFR mutations constituted a distinct part of the whole group of EGFR mutations. Their composition was heterogeneous, and their associations with EGFR TKIs differed.
Collapse
Affiliation(s)
- Jenn-Yu Wu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | | | | | | | | | | |
Collapse
|
27
|
Wu JY, Wu SG, Yang CH, Chang YL, Chang YC, Hsu YC, Shih JY, Yang PC. Comparison of gefitinib and erlotinib in advanced NSCLC and the effect of EGFR mutations. Lung Cancer 2010; 72:205-12. [PMID: 20832137 DOI: 10.1016/j.lungcan.2010.08.013] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2010] [Revised: 08/09/2010] [Accepted: 08/11/2010] [Indexed: 11/19/2022]
Abstract
INTRODUCTION Erlotinib and gefitinib are tyrosine kinase (TK) inhibitors of epidermal growth factor receptor (EGFR) that are effective in treating non-small cell lung cancer (NSCLC). This study aimed to compare their clinical uses and the influence of EGFR mutation. METHODS The usages of erlotinib and gefitinib in advanced NSCLC were analyzed. Clinical data and EGFR mutational status of tumors were collected. RESULTS Seven hundred and sixteen (716) patients received gefitinib (n=440) or erlotinib (n=276) for stage IIIb or IV NSCLC. Erlotinib was prescribed more frequently than gefitinib in males (58.2% vs. 41.8%, p<0.001), smokers (60.5% vs. 39.5%, p<0.001), and non-adenocarcinoma (70.6% vs. 29.4%, p<0.001). Of the 716 study patients, 327 underwent testing for EGFR mutations (170 with mutant EGFR and 157 with wild-type EGFR). Adenocarcinoma in patients with mutant EGFR and non-smoker status in patients with wild-type EGFR were associated with better overall survival after TK inhibitor treatment. In both patient groups with mutant EGFR or wild-type EGFR, the effectiveness of gefitinib and erlotinib, including drug response or overall survival, were not different. CONCLUSIONS Our study revealed the obvious disparity in drug selection between erlotinib and gefitinib in clinical practice. Type of TK inhibitors did not influence treatment outcomes in patients with EGFR mutation or wild-type EGFR.
Collapse
Affiliation(s)
- Jenn-Yu Wu
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin, Taiwan
| | | | | | | | | | | | | | | |
Collapse
|
28
|
Abstract
As the upward spiral of novel cancer gene discoveries and novel molecular compounds continues to accelerate, a repetitive theme in molecular drug development remains the lack of activity of initially promising agents when given to patients in clinical trials. It is however invigorating that a few targeted agents directed against a select group of a few 'cancer gene superfamilies' have escaped this all to common fate, and have evolved into novel, clinically meaningful molecular therapy strategies. Targeting dysregulated signaling of the epidermal growth factor family of transmembrane receptors (Erbb family) has encompassed over the last decade an ever increasing role in personalized treatment approaches in an increasing number of human malignancies. Erbbs are receptor tyrosine kinases that are important regulators of several signaling pathways. Two of its family members (Erbb1/EGFR and Erbb2/HER2) have previously been shown to be somatically mutated in large fraction of human cancers. To determine if this family is somatically mutated in melanoma, its sequences were recently analyzed and one of its members, Erbb4, was found to be somatically mutated in 19% of melanoma cases. Functional analysis of seven of its mutations was shown to increase its catalytic and transformation abilities as well as providing essential survival signals. Similar to other Erbb family members, mutant Erbb4 seems to confer 'oncogene addiction' on melanoma cells, making it an attractive therapeutic target. Gaining further understanding into the oncogenic mechanism of Erbb4 may not only help in the development of targeted therapy in melanoma patients but might accelerate the acceptance of a novel taxonomy of cancer which is based on the genomic perturbations in cancer genes and cancer gene families and their response to targeted agents.
Collapse
Affiliation(s)
- Udo Rudloff
- National Cancer Institute, Surgery Branch, Bethesda, MD, USA
| | | |
Collapse
|
29
|
Papakyriakou A, Vourloumis D, Tzortzatou-Stathopoulou F, Karpusas M. Conformational dynamics of the EGFR kinase domain reveals structural features involved in activation. Proteins 2010; 76:375-86. [PMID: 19173306 DOI: 10.1002/prot.22353] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The epidermal growth factor receptor (EGFR) has been the focus of intensive studies because of its importance in cancer research. Thus, a broader understanding of the molecular mechanism of activation of the EGFR kinase will have profound significance for the development of novel therapeutics. Numerous crystal structures of EGFR kinase, including the structure of the activating-kinase dimer, have provided snapshots of the specific pathway. Herein, we performed unrestrained-, as well as targeted-molecular dynamics simulations based on these data, to gain further insight into the conformational changes responsible for activation. Comparison of the monomer- versus activating-EGFR-dimer simulations indicates that the dimerization is stabilizing structural elements associated with the activated state and predicts new salt-bridge interactions involving activation-loop residues that may also be associated with that state. Targeted molecular dynamics simulations of the inactive-to-active EGFR transition, as well as the reverse pathway, confirm the formation of conserved structural features of functional importance for the activity or stabilization of either conformation. Interestingly, simulations of the L834R mutant, which is associated with cancer, suggest that the structural basis of the activation induced by that mutation might be the ability of the mutated R834 residue to consecutively form salt bridges with neighboring acidic residues and cause destabilization of a hydrophobic cluster in the inactive state.
Collapse
|
30
|
Wu JY, Shih JY, Yang CH, Chen KY, Ho CC, Yu CJ, Yang PC. Second-line treatments after first-line gefitinib therapy in advanced nonsmall cell lung cancer. Int J Cancer 2009; 126:247-55. [PMID: 19536777 DOI: 10.1002/ijc.24657] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Gefitinib is effective as first-line therapy for advanced nonsmall cell lung cancer (NSCLC). However, after failure of gefitinib, it is unknown whether any second-line regimens could lead to better outcomes. To study the influence of different second-line antitumor regimens on the outcomes of patients with NSCLC after failure of first-line gefitinib, we carried out a retrospective study in a tertiary referral medical center to investigate the prognosis of patients with NSCLC receiving second-line antitumor treatment after gefitinib therapy. Clinical data and epidermal growth factor receptor (EGFR) mutational status of tumors were collected. A total of 195 patients with Stage IIIb or IV NSCLC receiving first-line gefitinib and at least 1 subsequent line therapy were identified. A second-line therapy with a platinum-based combination or taxane-containing regimen were associated with a higher therapy response, whereas a platinum-based combination was linked to better overall survival. Ninety-five patients had tumors with known EGFR mutation status; 61 had EGFR mutations and 34 had wild-type EGFR. A second-line therapy with a gemcitabine/platinum combination regimen resulted in better overall survival than erlotinib in patients with EGFR mutations (p = 0.035) but not in patients with wild-type EGFR (p = 0.785). The study suggested that, after failure of first-line gefitinib therapy, second-line platinum-based combination regimens were associated with a better overall survival than other regimens, including erlotinib. The survival benefit of platinum-based combination regimens existed in patients with mutant EGFR but not wild-type EGFR.
Collapse
Affiliation(s)
- Jenn-Yu Wu
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin, Taiwan
| | | | | | | | | | | | | |
Collapse
|
31
|
Wang L, Xiong Y, Sun Y, Fang Z, Li L, Ji H, Shi T. HLungDB: an integrated database of human lung cancer research. Nucleic Acids Res 2009; 38:D665-9. [PMID: 19900972 PMCID: PMC2808962 DOI: 10.1093/nar/gkp945] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023] Open
Abstract
The human lung cancer database (HLungDB) is a database with the integration of the lung cancer-related genes, proteins and miRNAs together with the corresponding clinical information. The main purpose of this platform is to establish a network of lung cancer-related molecules and to facilitate the mechanistic study of lung carcinogenesis. The entries describing the relationships between molecules and human lung cancer in the current release were extracted manually from literatures. Currently, we have collected 2585 genes and 212 miRNA with the experimental evidences involved in the different stages of lung carcinogenesis through text mining. Furthermore, we have incorporated the results from analysis of transcription factor-binding motifs, the promoters and the SNP sites for each gene. Since epigenetic alterations also play an important role in lung carcinogenesis, genes with epigenetic regulation were also included. We hope HLungDB will enrich our knowledge about lung cancer biology and eventually lead to the development of novel therapeutic strategies. HLungDB can be freely accessed at http://www.megabionet.org/bio/hlung.
Collapse
Affiliation(s)
- Lishan Wang
- Center for Bioinformatics and Computational Biology, and The Institute of Biomedical Sciences, College of Life Science, East China Normal University, Shanghai 200241, China
| | | | | | | | | | | | | |
Collapse
|
32
|
Zhang J, Xiao L, Yin Y, Sirois P, Gao H, Li K. A law of mutation: power decay of small insertions and small deletions associated with human diseases. Appl Biochem Biotechnol 2009; 162:321-8. [PMID: 19816659 DOI: 10.1007/s12010-009-8793-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2009] [Accepted: 09/24/2009] [Indexed: 11/28/2022]
Abstract
Indels in evolutionary studies are rapidly decayed obeying a power law. The present study analyzed the length distribution of small insertions and deletions associated with human diseases and confirmed that the decay pattern of these small mutations is similar to that of indels when the mutation datasets are large enough. The describable decay pattern of somatic mutations may have application in the evaluation of varied penetrance of different mutations and in association study of gene mutation with carcinogenesis.
Collapse
Affiliation(s)
- Jia Zhang
- Clinical Molecular Diagnostic Center, the Second Affiliated Hospital of Soochow University, Suzhou 215004, China
| | | | | | | | | | | |
Collapse
|
33
|
Chen Z, Feng J, Buzin CH, Liu Q, Weiss L, Kernstine K, Somlo G, Sommer SS. Analysis of cancer mutation signatures in blood by a novel ultra-sensitive assay: monitoring of therapy or recurrence in non-metastatic breast cancer. PLoS One 2009; 4:e7220. [PMID: 19789704 PMCID: PMC2749210 DOI: 10.1371/journal.pone.0007220] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2008] [Accepted: 04/20/2009] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Tumor DNA has been shown to be present both in circulating tumor cells in blood and as fragments in the plasma of metastatic cancer patients. The identification of ultra-rare tumor-specific mutations in blood would be the ultimate marker to measure efficacy of cancer therapy and/or early recurrence. Herein we present a method for detecting microinsertions/deletions/indels (MIDIs) at ultra-high analytical selectivity. MIDIs comprise about 15% of mutations. METHODS AND FINDINGS We describe MIDI-Activated Pyrophosphorolysis (MAP), a method of ultra-high analytical selectivity for detecting MIDIs. The high analytical selectivity of MAP is putatively due to serial coupling of two rare events: heteroduplex slippage and mis-pyrophosphorolysis. MAP generally has an analytical selectivity of one mutant molecule per >1 billion wild type molecules and an analytical sensitivity of one mutant molecule per reaction. The analytical selectivity of MAP is about 100,000-fold better than that of our previously described method of Pyrophosphorolysis Activated Polymerization-Allele specific amplification (PAP-A) for detecting MIDIs. The utility of this method is illustrated in two ways. 1) We demonstrate that two EGFR deletions commonly found in lung cancers are not present in tissue from four normal human lungs (10(7) copies of gDNA each) or in blood samples from 10 healthy individuals (10(7) copies of gDNA each). This is inconsistent, at least at an analytical sensitivity of 10(-7), with the hypotheses of (a) hypermutation or (b) strong selection of these growth factor-mutated cells during normal lung development leads to accumulation of pre-neoplastic cells with these EGFR mutations, which sometimes can lead to lung cancer in late adulthood. Moreover, MAP was used for large scale, high throughput "gene pool" analysis. No germline or early embryonic somatic mosaic mutation was detected (at a frequency of >0.3%) for the 15/18 bp EGFR deletion mutations in 6,400 individuals, suggesting that early embryonic EGFR somatic mutation is very rare, inconsistent with hypermutation or strong selection of these deletions in the embryo. 2) The second illustration of MAP utility is in personalized monitoring of therapy and early recurrence in cancer. Tumor-specific p53 mutations identified at diagnosis in the plasma of six patients with stage II and III breast cancer were undetectable after therapy in four women, consistent with clinical remission, and continued to be detected after treatment in two others, reflecting tumor progression. CONCLUSIONS MAP has an analytical selectivity of one part per billion for detection of MIDIs and an analytical sensitivity of one molecule. MAP provides a general tool for monitoring ultra-rare mutations in tissues and blood. As an example, we show that the personalized cancer signature in six out of six patients with non-metastatic breast cancer can be detected and that levels over time are correlated with the clinical course of disease.
Collapse
Affiliation(s)
- Zhenbin Chen
- Department of Molecular Genetics, City of Hope National Medical Center, Duarte, California, United States of America
| | - Jinong Feng
- Department of Molecular Genetics, City of Hope National Medical Center, Duarte, California, United States of America
| | - Carolyn H. Buzin
- Department of Molecular Diagnosis, City of Hope National Medical Center, Duarte, California, United States of America
- MEDomics, LLC, Azusa, California, United States of America
| | - Qiang Liu
- Department of Molecular Diagnosis, City of Hope National Medical Center, Duarte, California, United States of America
| | - Lawrence Weiss
- Department of Anatomic Pathology, City of Hope National Medical Center, Duarte, California, United States of America
| | - Kemp Kernstine
- Division of Surgery, City of Hope National Medical Center, Duarte, California, United States of America
| | - George Somlo
- Department of Medical Oncology, City of Hope National Medical Center, Duarte, California, United States of America
| | - Steve S. Sommer
- Department of Molecular Genetics, City of Hope National Medical Center, Duarte, California, United States of America
- Department of Molecular Diagnosis, City of Hope National Medical Center, Duarte, California, United States of America
- MEDomics, LLC, Azusa, California, United States of America
| |
Collapse
|
34
|
Linardou H, Dahabreh IJ, Bafaloukos D, Kosmidis P, Murray S. Somatic EGFR mutations and efficacy of tyrosine kinase inhibitors in NSCLC. Nat Rev Clin Oncol 2009; 6:352-66. [PMID: 19483740 DOI: 10.1038/nrclinonc.2009.62] [Citation(s) in RCA: 177] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Early clinical studies of tyrosine kinase inhibitors (TKIs) that target the EGFR in patients with advanced non-small-cell lung cancer (NSCLC) showed that some patients experienced rapid, durable, complete or partial responses. These data were the basis for attempts to identify specific subgroups of patients who would further benefit from these agents. The discovery of somatic mutations in EGFR that correlated with sensitivity to TKIs identified a plausible explanation for these observations. Clinical and pathological factors such as female sex, never having smoked, Asian origin and adenocarcinoma histology correlate with the presence of EGFR mutations and objective responses to TKIs in patients with NSCLC. Recent studies in metastatic colorectal cancer highlighted that somatic mutations in KRAS represent a negative predictor of response to anti-EGFR monoclonal antibodies; KRAS mutations also represent an important mechanism of resistance to TKIs in NSCLC. Many large clinical studies are currently investigating the predictive and prognostic value of EGFR mutational status and other candidate biomarkers. We summarize the literature and present an overview of the field of anti-EGFR therapy in NSCLC, focusing on the influence of somatic EGFR mutations on selection of patients for TKI therapy and the influence of EGFR pathway regulation.
Collapse
Affiliation(s)
- Helena Linardou
- First Department of Oncology, Metropolitan Hospital, Athens, Greece
| | | | | | | | | |
Collapse
|
35
|
Wu JY, Yu CJ, Shih JY, Yang CH, Yang PC. Influence of first-line chemotherapy and EGFR mutations on second-line gefitinib in advanced non-small cell lung cancer. Lung Cancer 2009; 67:348-54. [PMID: 19473721 DOI: 10.1016/j.lungcan.2009.04.018] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2009] [Revised: 04/16/2009] [Accepted: 04/27/2009] [Indexed: 01/30/2023]
Abstract
PURPOSE Gefitinib is a valid second-line therapy for previously treated non-small cell lung cancer (NSCLC) patients. The influences of various chemotherapy regimens and EGFR mutations on effectiveness of second-line gefitinib are not clear, and laboratory studies revealed that previous chemotherapy changed the effectiveness of treatment with gefitinib. In order to clarify the factors changing the effectiveness of second-line gefitinib, we performed a retrospective analysis of the prognosis of NSCLC patients who received gefitinib after first-line chemotherapy. DESIGN We analyzed the clinical data and mutational studies of NSCLC patients with EGFR mutations from the National Taiwan University Hospital. RESULTS One hundred and two previously treated patients received second-line gefitinib for stage IIIB or IV NSCLC. Fifty of all the 102 patients were sequenced for EGFR status. Twenty-eight had EGFR mutation and 22 had wild type EGFR. The response rate and progression-free survival of second-line gefitinib was not changed by different previous chemotherapy regimens. The potent factor with regards to the effectiveness of second-line gefitinib was EGFR mutation which led to a better response rate and longer progression-free survival of gefitinib than wild type EGFR. CONCLUSIONS Gefitinib is effective as a second-line therapy for previously treated NSCLC patients. The effectiveness was influenced by EGFR status rather than previous chemotherapy regimens.
Collapse
Affiliation(s)
- Jenn-Yu Wu
- Department of Internal Medicine, National Taiwan University Hospital Yun-Lin Branch, Yun-Lin, Taiwan
| | | | | | | | | |
Collapse
|
36
|
Pernas FG, Allen CT, Winters ME, Yan B, Friedman J, Dabir B, Saigal K, Mundinger GS, Xu X, Morris JC, Calvo KR, Van Waes C, Chen Z. Proteomic signatures of epidermal growth factor receptor and survival signal pathways correspond to gefitinib sensitivity in head and neck cancer. Clin Cancer Res 2009; 15:2361-72. [PMID: 19318490 PMCID: PMC6689817 DOI: 10.1158/1078-0432.ccr-08-1011] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Gefitinib targeting of the epidermal growth factor receptor (EGFR) has shown limited activity in clinical trials of head and neck squamous cell carcinoma (HNSCC). To investigate the underlying molecular mechanism, the proteomic signatures and responses of EGFR and downstream signals have been studied in a panel of HNSCC cell lines and tumor specimens pre- and post-gefitinib treatment. EXPERIMENTAL DESIGN The IC(50) of gefitinib for HNSCC cell lines were determined using 3-(4,5-dmethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide proliferation assay. The effects of gefitinib on activation of EGFR and downstream signaling molecules were determined by Western blot, ELISA, and reverse-phase protein microarray (RPMA). The biomarkers involved in the signaling pathways were examined in HNSCC tumor specimens from patients in a phase I gefitinib trial. RESULTS In vitro, gefitinib inhibited cell proliferation with differing IC(50), and suppressed activation of EGFR and downstream signaling molecules protein kinase B (AKT), extracellular signal-regulated kinase 1/2, signal transducer and activator of transcription 3 (STAT3), and nuclear factor kappaB. The drug sensitivity was statistically correlated with activation of phosphorylated AKT (p-AKT) and phosphorylated STAT3 (p-STAT3) detected by ELISA, and consistent with results measured by RPMA. In patient samples, a broad suppression of activation of EGFR and downstream signaling molecules was observed in a molecular responder patient, in contrast to a lack of inhibition or increased activation of biomarkers in different pathways in nonresponder patients. CONCLUSIONS Gefitinib sensitivity is correlated with p-AKT and p-STAT3 activation in HNSCC cell lines and tumor specimens. p-AKT and p-STAT3 could serve as potentially useful biomarkers and drug targets for further development of novel therapeutic agents for HNSCC.
Collapse
Affiliation(s)
- Francisco G. Pernas
- Tumor Biology Section, Head and Neck Surgery Branch, National Institute on Deafness and Other Communication Disorders
| | - Clint T. Allen
- Tumor Biology Section, Head and Neck Surgery Branch, National Institute on Deafness and Other Communication Disorders
| | - Mary E. Winters
- Laboratory of Pathology, National Cancer Institute, NIH, Bethesda, Maryland
| | - Bin Yan
- Tumor Biology Section, Head and Neck Surgery Branch, National Institute on Deafness and Other Communication Disorders
| | - Jay Friedman
- Tumor Biology Section, Head and Neck Surgery Branch, National Institute on Deafness and Other Communication Disorders
| | - Bhavana Dabir
- Laboratory of Pathology, National Cancer Institute, NIH, Bethesda, Maryland
| | - Kunal Saigal
- Tumor Biology Section, Head and Neck Surgery Branch, National Institute on Deafness and Other Communication Disorders
| | | | - Xiaojiang Xu
- Biochemistry and Molecular Genetics, University of Virginia, Charlottesville, Virginia
| | - John C. Morris
- Metabolism Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland
| | - Katherine R. Calvo
- Laboratory of Pathology, National Cancer Institute, NIH, Bethesda, Maryland
| | - Carter Van Waes
- Tumor Biology Section, Head and Neck Surgery Branch, National Institute on Deafness and Other Communication Disorders
| | - Zhong Chen
- Tumor Biology Section, Head and Neck Surgery Branch, National Institute on Deafness and Other Communication Disorders
| |
Collapse
|
37
|
Wu SG, Chang YL, Hsu YC, Wu JY, Yang CH, Yu CJ, Tsai MF, Shih JY, Yang PC. Good response to gefitinib in lung adenocarcinoma of complex epidermal growth factor receptor (EGFR) mutations with the classical mutation pattern. Oncologist 2008; 13:1276-84. [PMID: 19060236 DOI: 10.1634/theoncologist.2008-0093] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND Epidermal growth factor receptor (EGFR) mutations are usually detected in lung adenocarcinoma and are associated with a response to EGFR tyrosine kinase inhibitors (TKIs). However, not all EGFR mutations have similarly high clinical response rates. This study aimed to investigate the clinical characteristics and response to gefitinib in lung adenocarcinoma patients with complex EGFR mutations. MATERIALS AND METHODS Three hundred thirty-nine specimens of lung adenocarcinoma from patients treated with gefitinib were collected for EGFR sequencing. Nineteen patients with complex EGFR mutations were enrolled for the study after excluding three patients with the EGFR T790M mutation, which confers resistance to gefitinib. RESULTS Among the 19 patients, 12 had complex mutations with the classical mutation pattern (L858R or deletion in exon 19). When compared with those without the classical mutation pattern, patients with this mutation pattern had a higher response rate (83% versus 29%), longer progression-free survival duration (median, 12.7 months versus 4.9 months), and longer overall survival time (median, 24.7 months versus 12.3 months) after gefitinib treatment. Comparing patients harboring complex EGFR mutations with a classical mutation pattern with those harboring single classical mutations, there were no statistical differences in the response rate (83% versus 73%), progression-free survival time (median, 12.7 months versus 8.1 months,) or overall survival time (median, 24.7 months versus 16.4 months). CONCLUSION Patients with complex EGFR mutations with the classical mutation pattern had the same response rate, progression-free survival duration, and overall survival time as those with single classical mutations. EGFR TKIs may be the choice of treatment for this type of lung adenocarcinoma.
Collapse
Affiliation(s)
- Shang-Gin Wu
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | | | | | | | | | | | | | | | | |
Collapse
|
38
|
Somatic mutations of the tyrosine kinase domain of epidermal growth factor receptor and tyrosine kinase inhibitor response to TKIs in non-small cell lung cancer: an analytical database. J Thorac Oncol 2008; 3:832-9. [PMID: 18670300 DOI: 10.1097/jto.0b013e31818071f3] [Citation(s) in RCA: 112] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND After the discovery of somatic mutations in the tyrosine kinase domain (exons 18-24) of the epidermal growth factor receptor (EGFR) correlating with responses of non-small cell lung cancer (NSCLC) to the tyrosine kinase inhibitors (TKIs) gefitinib and erlotinib, there has been increasing interest in utilizing this molecular marker for treatment selection. We aimed to analytically catalogue the mutational spectrum of somatic mutations in EGFR and format a database allowing correlation of specific mutations with clinico-pathologic factors and response to TKIs. METHODS A computerized search of MEDLINE (January 1, 2004 to June 30, 2007) was performed to identify articles reporting on NSCLC patients harboring somatic mutations in EGFR. Demographic, clinico-pathologic, mutational, and response data were extracted and tabulated. RESULTS A total of 202 eligible articles were identified. We report data on 12,244 patients with 3381 somatic EGFR mutations. The majority of mutations have been reported on only one occasion (158 of 254, 62.2%), and only nine mutations occur at a rate of >or=1%. L858R and delE746-A750 account for 32.84% and 24.28% of all mutations, respectively; with 50% of mutations being exon 19 deletions or "deletional-insertions." There is a clear association between the presence of mutations and response to TKI. CONCLUSIONS We have generated a free access, nonprofit online analytical database of somatic EGFR mutations in NSCLC. Cumulative information will be made available through a routine update of both database tables and associated graphical representations. Direct updates and submissions through the online site (www.somaticmutations-EGFR.org) are encouraged, as are comments and suggestions.
Collapse
|
39
|
Chen Z, Feng J, Buzin CH, Sommer SS. Epidemiology of doublet/multiplet mutations in lung cancers: evidence that a subset arises by chronocoordinate events. PLoS One 2008; 3:e3714. [PMID: 19005564 PMCID: PMC2579325 DOI: 10.1371/journal.pone.0003714] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2008] [Accepted: 10/10/2008] [Indexed: 01/01/2023] Open
Abstract
Background Evidence strongly suggests that spontaneous doublet mutations in normal mouse tissues generally arise from chronocoordinate events. These chronocoordinate mutations sometimes reflect “mutation showers”, which are multiple chronocoordinate mutations spanning many kilobases. However, little is known about mutagenesis of doublet and multiplet mutations (domuplets) in human cancer. Lung cancer accounts for about 25% of all cancer deaths. Herein, we analyze the epidemiology of domuplets in the EGFR and TP53 genes in lung cancer. The EGFR gene is an oncogene in which doublets are generally driver plus driver mutations, while the TP53 gene is a tumor suppressor gene with a more typical situation in which doublets derive from a driver and passenger mutation. Methodology/Principal Findings EGFR mutations identified by sequencing were collected from 66 published papers and our updated EGFR mutation database (www.egfr.org). TP53 mutations were collected from IARC version 12 (www-p53.iarc.fr). For EGFR and TP53 doublets, no clearly significant differences in race, ethnicity, gender and smoking status were observed. Doublets in the EGFR and TP53 genes in human lung cancer are elevated about eight- and three-fold, respectively, relative to spontaneous doublets in mouse (6% and 2.3% versus 0.7%). Conclusions/Significance Although no one characteristic is definitive, the aggregate properties of doublet and multiplet mutations in lung cancer are consistent with a subset derived from chronocoordinate events in the EGFR gene: i) the eight frameshift doublets (present in 0.5% of all patients with EGFR mutations) are clustered and produce a net in-frame change; ii) about 32% of doublets are very closely spaced (≤30 nt); and iii) multiplets contain two or more closely spaced mutations. TP53 mutations in lung cancer are very closely spaced (≤30 nt) in 33% of doublets, and multiplets generally contain two or more very closely spaced mutations. Work in model systems is necessary to confirm the significance of chronocoordinate events in lung and other cancers.
Collapse
Affiliation(s)
- Zhenbin Chen
- Department of Molecular Genetics, City of Hope National Medical Center, Duarte, California, United States of America
| | - Jinong Feng
- Department of Molecular Genetics, City of Hope National Medical Center, Duarte, California, United States of America
| | - Carolyn H. Buzin
- Department of Molecular Genetics, City of Hope National Medical Center, Duarte, California, United States of America
| | - Steve S. Sommer
- Department of Molecular Genetics, City of Hope National Medical Center, Duarte, California, United States of America
- * E-mail:
| |
Collapse
|
40
|
Wu JY, Yu CJ, Yang CH, Wu SG, Chiu YH, Gow CH, Chang YC, Hsu YC, Wei PF, Shih JY, Yang PC. First- or Second-line Therapy with Gefitinib Produces Equal Survival in Non–Small Cell Lung Cancer. Am J Respir Crit Care Med 2008; 178:847-53. [DOI: 10.1164/rccm.200803-389oc] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
|
41
|
Scaringe WA, Li K, Gu D, Gonzalez KD, Chen Z, Hill KA, Sommer SS. Somatic microindels in human cancer: the insertions are highly error-prone and derive from nearby but not adjacent sense and antisense templates. Hum Mol Genet 2008; 17:2910-8. [PMID: 18632684 DOI: 10.1093/hmg/ddn190] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Somatic microindels (microdeletions with microinsertions) have been studied in normal mouse tissues using the Big Blue lacI transgenic mutation detection system. Here we analyze microindels in human cancers using an endogenous and transcribed gene, the TP53 gene. Microindel frequency, the enhancement of 1-2 microindels and other features are generally similar to that observed in the non-transcribed lacI gene in normal mouse tissues. The current larger sample of somatic microindels reveals recurroids: mutations in which deletions are identical and the co-localized insertion is similar. The data reveal that the inserted sequences derive from nearby but not adjacent sequences in contrast to the slippage that characterizes the great majority of pure microinsertions. The microindel inserted sequences derive from a template on the sense or antisense strand with similar frequency. The estimated error rate of the insertion process of 13% per bp is by far the largest reported in vivo, with the possible exception of somatic hypermutation in the immunoglobulin gene. The data constrain possible mechanisms of microindels and raise the question of whether microindels are 'scars' from the bypass of large DNA adducts by a translesional polymerase, e.g. the 'Tarzan model' presented herein.
Collapse
Affiliation(s)
- William A Scaringe
- Department of Molecular Genetics, City of Hope National Medical Center, 1500 E. Duarte Rd, Duarte, CA 91010, USA
| | | | | | | | | | | | | |
Collapse
|
42
|
EGFR tyrosine kinase inhibitors for the treatment of NSCLC in East Asia: present and future. Lung Cancer 2008; 60 Suppl 2:S23-30. [DOI: 10.1016/s0169-5002(08)70102-8] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
|
43
|
Chen Z, Feng J, Saldivar JS, Gu D, Bockholt A, Sommer SS. EGFR somatic doublets in lung cancer are frequent and generally arise from a pair of driver mutations uncommonly seen as singlet mutations: one-third of doublets occur at five pairs of amino acids. Oncogene 2008; 27:4336-43. [PMID: 18372921 DOI: 10.1038/onc.2008.71] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Doublet mutations in cancer are not well studied. We find that allelic somatic doublet mutations are present at high frequency in the epidermal growth factor receptor (EGFR) tyrosine kinase (TK) domain in lung cancers. When doublets from the literature are added, a total of 96 doublets are available for analysis. The frequency of doublets overall is 6%, which is sevenfold greater than that observed in normal tissue in mouse. All characterized doublets are allelic, and silent mutations occur rarely. About half of all doublets contain one or two of 12 distinct missense mutations at five amino acids: E709, G719, S768, T790 and L861. The mutations at these five amino acids are seldom reported as singlets. Moreover, when the common L858 target is included, more than one-third of EGFR doublets are one of five specific missense pairs: G719/E709, G719/S768, G719/L861, L858/E709 and L858/T790. Structure suggests function: The data imply that most EGFR doublets are NOT consistent with a 'driver and passenger' mutation mechanism. EGFR doublets are highly skewed relative to singlets, consistent with functional selection of two individually suboptimal mutations that, in combination, have enhanced oncogenic potential.
Collapse
Affiliation(s)
- Z Chen
- Department of Molecular Genetics, City of Hope National Medical Center, Duarte, CA 91010-3000, USA
| | | | | | | | | | | |
Collapse
|