1
|
Xiang Y, Liu X, Sun Q, Liao K, Liu X, Zhao Z, Feng L, Liu Y, Wang B. The development of cancers research based on mitochondrial heat shock protein 90. Front Oncol 2023; 13:1296456. [PMID: 38098505 PMCID: PMC10720920 DOI: 10.3389/fonc.2023.1296456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Accepted: 11/23/2023] [Indexed: 12/17/2023] Open
Abstract
Mitochondrial heat shock protein 90 (mtHsp90), including Tumor necrosis factor receptor-associated protein 1 (TRAP1) and Hsp90 translocated from cytoplasm, modulating cellular metabolism and signaling pathways by altering the conformation, activity, and stability of numerous client proteins, and is highly expressed in tumors. mtHsp90 inhibition results in the destabilization and eventual degradation of its client proteins, leading to interference with various tumor-related pathways and efficient control of cancer cell development. Among these compounds, gamitrinib, a specific mtHsp90 inhibitor, has demonstrated its safety and efficacy in several preclinical investigations and is currently undergoing evaluation in clinical trials. This review aims to provide a comprehensive overview of the present knowledge pertaining to mtHsp90, encompassing its structure and function. Moreover, our main emphasis is on the development of mtHsp90 inhibitors for various cancer therapies, to present a thorough overview of the recent pre-clinical and clinical advancements in this field.
Collapse
Affiliation(s)
- Yuchu Xiang
- West China Hospital of Sichuan University, Sichuan University, Chengdu, China
| | - Xudong Liu
- Institute of Medical Microbiology and Hygiene, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Qi Sun
- Department of Pharmacology and Pharmacy, Li Ka Shing Faculty of Medicine, Centre for Safe Medication Practice and Research, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR, China
| | - Kuo Liao
- School of Biology and Biological Engineering, South China University of Technology, Guangzhou, China
| | - Xiaohan Liu
- Multiscale Research Institute of Complex Systems, Fudan University, Shanghai, China
| | - Zihui Zhao
- Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lishuang Feng
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Yan Liu
- Department of Organ Transplantation, Guizhou Provincial People’s Hospital, Guiyang, Guizhou, China
| | - Bo Wang
- Institute of Medical Microbiology and Hygiene, Faculty of Medicine, University of Freiburg, Freiburg, Germany
- Department of Urology, Guizhou Provincial People’s Hospital, Guiyang, Guizhou, China
| |
Collapse
|
2
|
Saltos AN, Creelan BC, Tanvetyanon T, Chiappori AA, Antonia SJ, Shafique MR, Ugrenovic-Petrovic M, Sansil S, Neuger A, Ozakinci H, Boyle TA, Kim J, Haura EB, Gray JE. A phase I/IB trial of binimetinib in combination with erlotinib in NSCLC harboring activating KRAS or EGFR mutations. Lung Cancer 2023; 183:107313. [PMID: 37499521 DOI: 10.1016/j.lungcan.2023.107313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 07/17/2023] [Accepted: 07/20/2023] [Indexed: 07/29/2023]
Abstract
BACKGROUND Activating mutations in EGFR or KRAS are highly prevalent in NSCLC, share activation of the MAPK pathway and may be amenable to combination therapy to prevent negative feedback activation. METHODS In this phase 1/1B trial, we tested the combination of binimetinib and erlotinib in patients with advanced NSCLC with at least 1 prior line of treatment (unless with activating EGFR mutation which could be treatment-naïve). A subsequent phase 1B expansion accrued patients with either EGFR- or KRAS-mutation using the recommended phase 2 dose (RP2D) from Phase 1. The primary objective was to evaluate the safety of binimetinib plus erlotinib and establish the RP2D. RESULTS 43 patients enrolled (dose-escalation = 23; expansion = 20). 17 harbored EGFR mutation and 22 had KRAS mutation. The RP2D was erlotinib 100 mg daily and binimetinib 15 mg BID × 5 days/week. Common AEs across all doses included diarrhea (69.8%), rash (44.2%), fatigue (32.6%), and nausea (32.6%), and were primarily grade 1/2. Among KRAS mutant patients, 1 (5%) had confirmed partial response and 8 (36%) achieved stable disease as best overall response. Among EGFR mutant patients, 9 were TKI-naïve with 8 (89%) having partial response, and 8 were TKI-pretreated with no partial responses and 1 (13%) stable disease as best overall response. CONCLUSIONS Binimetinib plus erlotinib demonstrated a manageable safety profile and modest efficacy including one confirmed objective response in a KRAS mutant patient. While clinical utility of this specific combination was limited, these results support development of combinations using novel small molecule inhibitors of RAS, selective EGFR- and other MAPK pathway inhibitors, many of which have improved therapeutic indices. CLINICAL TRIAL REGISTRATION NCT01859026.
Collapse
Affiliation(s)
- Andreas N Saltos
- Department of Thoracic Oncology, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA.
| | - Ben C Creelan
- Department of Thoracic Oncology, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA
| | - Tawee Tanvetyanon
- Department of Thoracic Oncology, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA
| | - Alberto A Chiappori
- Department of Thoracic Oncology, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA
| | - Scott J Antonia
- Center for Cancer Immunotherapy, Duke Cancer Institute, 20 Duke Medicine Cir., Durham, NC 27710, USA
| | - Michael R Shafique
- Department of Thoracic Oncology, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA
| | | | - Samer Sansil
- Cancer Pharmacokinetics & Pharmacodynamics Core, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA
| | - Anthony Neuger
- Cancer Pharmacokinetics & Pharmacodynamics Core, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA
| | - Hilal Ozakinci
- Department of Thoracic Oncology, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA
| | - Theresa A Boyle
- Department of Pathology, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA
| | - Jongphil Kim
- Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA
| | - Eric B Haura
- Department of Thoracic Oncology, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA
| | - Jhanelle E Gray
- Department of Thoracic Oncology, Moffitt Cancer Center, 12902 Magnolia Dr., Tampa, FL 33612, USA
| |
Collapse
|
3
|
Prencipe B, Delprete C, Garolla E, Corallo F, Gravina M, Natalicchio MI, Buongiorno D, Bevilacqua V, Altini N, Brunetti A. An Explainable Radiogenomic Framework to Predict Mutational Status of KRAS and EGFR in Lung Adenocarcinoma Patients. Bioengineering (Basel) 2023; 10:747. [PMID: 37508774 PMCID: PMC10376018 DOI: 10.3390/bioengineering10070747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 06/17/2023] [Accepted: 06/20/2023] [Indexed: 07/30/2023] Open
Abstract
The complex pathobiology of lung cancer, and its spread worldwide, has prompted research studies that combine radiomic and genomic approaches. Indeed, the early identification of genetic alterations and driver mutations affecting the tumor is fundamental for correctly formulating the prognosis and therapeutic response. In this work, we propose a radiogenomic workflow to detect the presence of KRAS and EGFR mutations using radiomic features extracted from computed tomography images of patients affected by lung adenocarcinoma. To this aim, we investigated several feature selection algorithms to identify the most significant and uncorrelated sets of radiomic features and different classification models to reveal the mutational status. Then, we employed the SHAP (SHapley Additive exPlanations) technique to increase the understanding of the contribution given by specific radiomic features to the identification of the investigated mutations. Two cohorts of patients with lung adenocarcinoma were used for the study. The first one, obtained from the Cancer Imaging Archive (TCIA), consisted of 60 cases (25% EGFR, 23% KRAS); the second one, provided by the Azienda Ospedaliero-Universitaria 'Ospedali Riuniti' of Foggia, was composed of 55 cases (16% EGFR, 28% KRAS). The best-performing models proposed in our study achieved an AUC of 0.69 and 0.82 on the validation set for predicting the mutational status of EGFR and KRAS, respectively. The Multi-layer Perceptron model emerged as the top-performing model for both oncogenes, in some cases outperforming the state of the art. This study showed that radiomic features can be associated with EGFR and KRAS mutational status in patients with lung adenocarcinoma.
Collapse
Affiliation(s)
- Berardino Prencipe
- Department of Electrical and Information Engineering, Polytechnic University of Bari, Via Orabona 4, 70126 Bari, Italy
| | - Claudia Delprete
- Department of Electrical and Information Engineering, Polytechnic University of Bari, Via Orabona 4, 70126 Bari, Italy
| | - Emilio Garolla
- Department of Medical and Surgical Sciences, University of Foggia, Viale Pinto 1, 71122 Foggia, Italy
| | - Fabio Corallo
- Department of Medical and Surgical Sciences, University of Foggia, Viale Pinto 1, 71122 Foggia, Italy
| | - Matteo Gravina
- Department of Medical and Surgical Sciences, University of Foggia, Viale Pinto 1, 71122 Foggia, Italy
| | - Maria Iole Natalicchio
- Molecular Oncology and Pharmacogenomics Laboratory, University of Foggia, Viale Pinto 1, 71122 Foggia, Italy
| | - Domenico Buongiorno
- Department of Electrical and Information Engineering, Polytechnic University of Bari, Via Orabona 4, 70126 Bari, Italy
- Apulian Bioengineering SRL, Via delle Violette 14, 70026 Modugno, Italy
| | - Vitoantonio Bevilacqua
- Department of Electrical and Information Engineering, Polytechnic University of Bari, Via Orabona 4, 70126 Bari, Italy
- Apulian Bioengineering SRL, Via delle Violette 14, 70026 Modugno, Italy
| | - Nicola Altini
- Department of Electrical and Information Engineering, Polytechnic University of Bari, Via Orabona 4, 70126 Bari, Italy
| | - Antonio Brunetti
- Department of Electrical and Information Engineering, Polytechnic University of Bari, Via Orabona 4, 70126 Bari, Italy
- Apulian Bioengineering SRL, Via delle Violette 14, 70026 Modugno, Italy
| |
Collapse
|
4
|
Peng D, Liang P, Zhong C, Xu P, He Y, Luo Y, Wang X, Liu A, Zeng Z. Effect of EGFR amplification on the prognosis of EGFR-mutated advanced non-small-cell lung cancer patients: a prospective observational study. BMC Cancer 2022; 22:1323. [PMID: 36528578 PMCID: PMC9758842 DOI: 10.1186/s12885-022-10390-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 12/01/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Epidermal growth factor receptor (EGFR) amplification refers to the copy number increase of EGFR gene, and is often identified as a "bypass" way of Epidermal growth factor receptor Tyrosine kinase inhibitors (EGFR-TKI) resistance. We aimed to explore the effect of EGFR amplification on EGFR mutation treatment-naive advanced non-squamous non-small cell lung cancer (NSCLC) patients. METHODS We conducted a prospective observational study in single center, enrolling advanced non-squamous NSCLC patients receiving Tyrosine kinase inhibitors (TKIs) between March 3, 2019, and February 1, 2022. Next-generation sequencing (NGS) was used to detect genetic alterations in tumor tissue samples. Progression-free survival (PFS) curves were performed using the Kaplan-Meier method. Univariate and multivariate analyses were used to evaluate factors affecting the efficacy of TKIs. RESULTS A total of 117 treatment-naive advanced NSCLC patients were identified in this study. EGFR amplification was found in 22 of 117 (18.8%) patients with EGFR mutations. Of 22 patients with EGFR amplification, 10 patients harbored EGFR 19 del, 11 patients with 21-L858R. The median follow-up time was 22.47 months. The median PFS of the patients with or without EGFR amplification was 8.25 months and 10.67 months, respectively (log-rank test, P = 0.63). In multivariate analysis, EGFR amplification was not an independent prognosis factor for the patients receiving first-line TKIs [HR = 1.38, 95%CI (0.73-2.58), P = 0.321]. Subgroup analysis revealed that EGFR amplification is a risk factor for progression in the brain metastasis population. [HR = 2.28, 95%CI (1.01, 5.14), P = 0.047]. CONCLUSION EGFR amplification is not an independent prognosis factor for PFS in advanced non-squamous NSCLC patients receiving first-line TKIs. However, it is an independent risk factor for PFS in the brain metastasis population.
Collapse
Affiliation(s)
- Duanyang Peng
- grid.412455.30000 0004 1756 5980Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang University, Nanchang, Jiangxi Province PR China ,Jiangxi Key Laboratory of Clinical Translational Cancer Research, Nanchang, Jiangxi Province PR China
| | - Pingan Liang
- grid.412455.30000 0004 1756 5980Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang University, Nanchang, Jiangxi Province PR China ,Jiangxi Key Laboratory of Clinical Translational Cancer Research, Nanchang, Jiangxi Province PR China
| | - Congying Zhong
- grid.412455.30000 0004 1756 5980Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang University, Nanchang, Jiangxi Province PR China ,Jiangxi Key Laboratory of Clinical Translational Cancer Research, Nanchang, Jiangxi Province PR China
| | - Peng Xu
- grid.412455.30000 0004 1756 5980Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang University, Nanchang, Jiangxi Province PR China ,Jiangxi Key Laboratory of Clinical Translational Cancer Research, Nanchang, Jiangxi Province PR China
| | - Yanqing He
- grid.412455.30000 0004 1756 5980Department of Nosocomial Infection Control, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi Province PR China
| | - Yuxi Luo
- grid.412455.30000 0004 1756 5980Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang University, Nanchang, Jiangxi Province PR China ,Jiangxi Key Laboratory of Clinical Translational Cancer Research, Nanchang, Jiangxi Province PR China
| | - Xia Wang
- grid.412455.30000 0004 1756 5980Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang University, Nanchang, Jiangxi Province PR China ,Jiangxi Key Laboratory of Clinical Translational Cancer Research, Nanchang, Jiangxi Province PR China
| | - Anwen Liu
- grid.412455.30000 0004 1756 5980Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang University, Nanchang, Jiangxi Province PR China ,Jiangxi Key Laboratory of Clinical Translational Cancer Research, Nanchang, Jiangxi Province PR China ,grid.260463.50000 0001 2182 8825Radiation Induced Heart Damage Institute of Nanchang University, Nanchang, Jiangxi Province PR China
| | - Zhimin Zeng
- grid.412455.30000 0004 1756 5980Department of Oncology, The Second Affiliated Hospital of Nanchang University, Nanchang University, Nanchang, Jiangxi Province PR China ,Jiangxi Key Laboratory of Clinical Translational Cancer Research, Nanchang, Jiangxi Province PR China ,grid.260463.50000 0001 2182 8825Radiation Induced Heart Damage Institute of Nanchang University, Nanchang, Jiangxi Province PR China
| |
Collapse
|
5
|
Zhao D, Wang L, Chen Z, Zhang L, Xu L. KRAS is a prognostic biomarker associated with diagnosis and treatment in multiple cancers. Front Genet 2022; 13:1024920. [PMID: 36330448 PMCID: PMC9624065 DOI: 10.3389/fgene.2022.1024920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 09/20/2022] [Indexed: 11/21/2022] Open
Abstract
KRAS encodes K-Ras proteins, which take part in the MAPK pathway. The expression level of KRAS is high in tumor patients. Our study compared KRAS expression levels between 33 kinds of tumor tissues. Additionally, we studied the association of KRAS expression levels with diagnostic and prognostic values, clinicopathological features, and tumor immunity. We established 22 immune-infiltrating cell expression datasets to calculate immune and stromal scores to evaluate the tumor microenvironment. KRAS genes, immune check-point genes and interacting genes were selected to construct the PPI network. We selected 79 immune checkpoint genes and interacting related genes to calculate the correlation. Based on the 33 tumor expression datasets, we conducted GSEA (genome set enrichment analysis) to show the KRAS and other co-expressed genes associated with cancers. KRAS may be a reliable prognostic biomarker in the diagnosis of cancer patients and has the potential to be included in cancer-targeted drugs.
Collapse
Affiliation(s)
- Da Zhao
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China
- School of food and drug, Shenzhen Polytechnic, Shenzhen, China
| | - Lizhuang Wang
- Beidahuang Industry Group General Hospital, Harbin, China
| | - Zheng Chen
- Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China
- School of food and drug, Shenzhen Polytechnic, Shenzhen, China
| | - Lijun Zhang
- School of food and drug, Shenzhen Polytechnic, Shenzhen, China
| | - Lei Xu
- School of Electronic and Communication Engineering, Shenzhen Polytechnic, Shenzhen, China
- *Correspondence: Lei Xu,
| |
Collapse
|
6
|
Liu Z, Lin G, Yan Z, Li L, Wu X, Shi J, He J, Zhao L, Liang H, Wang W. Predictive mutation signature of immunotherapy benefits in NSCLC based on machine learning algorithms. Front Immunol 2022; 13:989275. [PMID: 36238300 PMCID: PMC9552174 DOI: 10.3389/fimmu.2022.989275] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 09/08/2022] [Indexed: 11/13/2022] Open
Abstract
Background Developing prediction tools for immunotherapy approaches is a clinically important and rapidly emerging field. The routinely used prediction biomarker is inaccurate and may not adequately utilize large amounts of medical data. Machine learning is a promising way to predict the benefit of immunotherapy from individual data by individuating the most important features from genomic data and clinical characteristics. Methods Machine learning was applied to identify a list of candidate genes that may predict immunotherapy benefits using data from the published cohort of 853 patients with NSCLC. We used XGBoost to capture nonlinear relations among many mutation genes and ICI benefits. The value of the derived machine learning-based mutation signature (ML-signature) on immunotherapy efficacy was evaluated and compared with the tumor mutational burden (TMB) and other clinical characteristics. The predictive power of ML-signature was also evaluated in independent cohorts of patients with NSCLC treated with ICI. Results We constructed the ML-signature based on 429 (training/validation = 8/2) patients who received immunotherapy and extracted 88 eligible predictive genes. Additionally, we conducted internal and external validation with the utility of the OAK+POPLAR dataset and independent cohorts, respectively. This ML-signature showed the enrichment in immune-related signaling pathways and compared to TMB, ML-signature was equipped with favorable predictive value and stratification. Conclusion Previous studies proposed no predictive difference between original TMB and modified TMB, and original TMB contains some genes with no predictive value. To demonstrate that fewer genetic tests are sufficient to predict immunotherapy efficacy, we used machine learning to screen out gene panels, which are used to calculate TMB. Therefore, we obtained the 88-gene panel, which showed the favorable prediction performance and stratification effect compared to the original TMB.
Collapse
Affiliation(s)
- Zhichao Liu
- Department of Thoracic Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, China
- Department of Thoracic Surgery, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Guo Lin
- Department of Thoracic Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, China
- Department of Thoracic Oncology, Cancer Center and State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, China
| | - Zeping Yan
- Department of Thoracic Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, China
| | - Linduo Li
- College of Engineering, Northeastern University, Boston, MA, United States
| | - Xingchen Wu
- Department of Thoracic Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, China
| | | | - Jianxing He
- Department of Thoracic Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, China
| | - Lei Zhao
- Department of Physiology, School of Basic Medical Sciences, Guangzhou Medical University, Guangzhou, China
- *Correspondence: Lei Zhao, ; Hengrui Liang, ; Wei Wang,
| | - Hengrui Liang
- Department of Thoracic Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, China
- *Correspondence: Lei Zhao, ; Hengrui Liang, ; Wei Wang,
| | - Wei Wang
- Department of Thoracic Oncology, The First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, Guangzhou, China
- *Correspondence: Lei Zhao, ; Hengrui Liang, ; Wei Wang,
| |
Collapse
|
7
|
Alsulaiman AS, Alharthi SB, Albariqi AS, Mutabaqani RA, Bokhari FF, Tayeb IM, Alharthi DR, Tariq MU, Babaier YH. KRAS G12C-Mutant Non-Small-Cell Lung Adenocarcinoma: First Documented Report in the Arabian Gulf. Cureus 2022; 14:e27090. [PMID: 36004014 PMCID: PMC9391965 DOI: 10.7759/cureus.27090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/21/2022] [Indexed: 11/05/2022] Open
Abstract
We report the first documented case series of two lung adenocarcinoma patients demonstrating Kirsten rat sarcoma viral oncogene homolog (KRAS) G12C mutations by reverse transcription-polymerase chain reaction techniques from Saudi Arabia. Both patients were males aged 64 and 76 years. The first had a heavy smoking history, while the second did not report any history of smoking. The tumor subtype was identified to be non-mucinous lung adenocarcinoma in both cases. The younger patient presented with generalized lymphadenopathy and a right-sided lung mass lesion, while the older patient exhibited stage III-A left lung adenocarcinoma that required rapid response. An initial examination of the first case showed a right-sided mediastinal shift, bilateral neck lymphadenopathy, and poorly differentiated neoplasm from a right supraclavicular core biopsy, leading to treatment with palliatives along with regular checkups. The second case was afebrile after being confirmed to be vitally stable and laboratory testing (Neutr 100). Further studies, specifically on large numbers of patients from the Arabian Gulf, are needed to confirm significant differences between the national and international populations. Additionally, future studies should investigate more differences in the differentiation of KRAS-mutant lung adenocarcinoma between patients from the Arabian Gulf and others.
Collapse
|
8
|
Vogelmann A, Schiedel M, Wössner N, Merz A, Herp D, Hammelmann S, Colcerasa A, Komaniecki G, Hong JY, Sum M, Metzger E, Neuwirt E, Zhang L, Einsle O, Groß O, Schüle R, Lin H, Sippl W, Jung M. Development of a NanoBRET assay to validate dual inhibitors of Sirt2-mediated lysine deacetylation and defatty-acylation that block prostate cancer cell migration. RSC Chem Biol 2022; 3:468-485. [PMID: 35441145 PMCID: PMC8985159 DOI: 10.1039/d1cb00244a] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 02/28/2022] [Indexed: 11/21/2022] Open
Abstract
Sirtuin2 (Sirt2) with its NAD+-dependent deacetylase and defatty-acylase activities plays a central role in the regulation of specific cellular functions. Dysregulation of Sirt2 activity has been associated with the pathogenesis of many diseases, thus making Sirt2 a promising target for pharmaceutical intervention. Herein, we present new high affinity Sirt2 selective Sirtuin-Rearranging Ligands (SirReals) that inhibit both Sirt2-dependent deacetylation and defatty-acylation in vitro and in cells. We show that simultaneous inhibition of both Sirt2 activities results in strongly reduced levels of the oncoprotein c-Myc and an inhibition of cancer cell migration. Furthermore, we describe the development of a NanoBRET-based assay for Sirt2, thereby providing a method to study cellular target engagement for Sirt2 in a straightforward and accurately quantifiable manner. Applying this assay, we could confirm cellular Sirt2 binding of our new Sirt2 inhibitors and correlate their anticancer effects with their cellular target engagement. Sirt2 inhibitors that show simultaneous inhibition of Sirt2 deacetylase and defatty-acylase activity block prostate cancer cell migration and their target engagement is shown by a newly developed NanoBRET assay.![]()
Collapse
Affiliation(s)
- A Vogelmann
- Institute of Pharmaceutical Sciences, University of Freiburg Albertstraße 25 79104 Freiburg Germany
| | - M Schiedel
- Department of Chemistry and Pharmacy, Medicinal Chemistry, Friedrich-Alexander-University Erlangen-Nürnberg Nikolaus-Fiebiger-Straße 10 91058 Erlangen Germany
| | - N Wössner
- Institute of Pharmaceutical Sciences, University of Freiburg Albertstraße 25 79104 Freiburg Germany
| | - A Merz
- Institute of Pharmaceutical Sciences, University of Freiburg Albertstraße 25 79104 Freiburg Germany
| | - D Herp
- Institute of Pharmaceutical Sciences, University of Freiburg Albertstraße 25 79104 Freiburg Germany
| | - S Hammelmann
- Institute of Pharmaceutical Sciences, University of Freiburg Albertstraße 25 79104 Freiburg Germany
| | - A Colcerasa
- Institute of Pharmaceutical Sciences, University of Freiburg Albertstraße 25 79104 Freiburg Germany
| | - G Komaniecki
- Department of Chemistry and Chemical Biology, Cornell University Ithaca NY 14853 USA
| | - J Y Hong
- Department of Chemistry and Chemical Biology, Cornell University Ithaca NY 14853 USA
| | - M Sum
- Department of Urology and Center for Clinical Research, University of Freiburg Medical Center Breisacher Strasse 66 79106 Freiburg Germany
| | - E Metzger
- Department of Urology and Center for Clinical Research, University of Freiburg Medical Center Breisacher Strasse 66 79106 Freiburg Germany
| | - E Neuwirt
- Institute of Neuropathology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg 79106 Freiburg Germany
- CIBSS - Centre for Integrative Biological Signalling Studies, University of Freiburg Germany
- Faculty of Biology, University of Freiburg 79104 Freiburg Germany
| | - L Zhang
- Institute of Biochemistry, University of Freiburg Albertstraße 21 79104 Freiburg Germany
| | - O Einsle
- Institute of Biochemistry, University of Freiburg Albertstraße 21 79104 Freiburg Germany
| | - O Groß
- Institute of Neuropathology, Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg 79106 Freiburg Germany
- CIBSS - Centre for Integrative Biological Signalling Studies, University of Freiburg Germany
- Center for Basics in NeuroModulation (NeuroModulBasics), Faculty of Medicine, University of Freiburg 79106 Freiburg Germany
| | - R Schüle
- Department of Urology and Center for Clinical Research, University of Freiburg Medical Center Breisacher Strasse 66 79106 Freiburg Germany
- CIBSS - Centre for Integrative Biological Signalling Studies, University of Freiburg Germany
| | - H Lin
- Department of Chemistry and Chemical Biology, Cornell University Ithaca NY 14853 USA
- Howard Hughes Medical Institute; Department of Chemistry and Chemical Biology, Cornell University Ithaca NY 14853 USA
| | - W Sippl
- Department of Medicinal Chemistry, Institute of Pharmacy, University of Halle-Wittenberg Kurt-Mothes-Str. 3 06120 Halle Germany
| | - M Jung
- Institute of Pharmaceutical Sciences, University of Freiburg Albertstraße 25 79104 Freiburg Germany
- CIBSS - Centre for Integrative Biological Signalling Studies, University of Freiburg Germany
| |
Collapse
|
9
|
Deep Radiotranscriptomics of Non-Small Cell Lung Carcinoma for Assessing Molecular and Histology Subtypes with a Data-Driven Analysis. Diagnostics (Basel) 2021; 11:diagnostics11122383. [PMID: 34943617 PMCID: PMC8700168 DOI: 10.3390/diagnostics11122383] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 12/15/2021] [Accepted: 12/16/2021] [Indexed: 11/17/2022] Open
Abstract
Radiogenomic and radiotranscriptomic studies have the potential to pave the way for a holistic decision support system built on genomics, transcriptomics, radiomics, deep features and clinical parameters to assess treatment evaluation and care planning. The integration of invasive and routine imaging data into a common feature space has the potential to yield robust models for inferring the drivers of underlying biological mechanisms. In this non-small cell lung carcinoma study, a multi-omics representation comprised deep features and transcriptomics was evaluated to further explore the synergetic and complementary properties of these diverse multi-view data sources by utilizing data-driven machine learning models. The proposed deep radiotranscriptomic analysis is a feature-based fusion that significantly enhances sensitivity by up to 0.174 and AUC by up to 0.22, compared to the baseline single source models, across all experiments on the unseen testing set. Additionally, a radiomics-based fusion was also explored as an alternative methodology yielding radiomic signatures that are comparable to several previous publications in the field of radiogenomics. Furthermore, the machine learning multi-omics analysis based on deep features and transcriptomics achieved an AUC performance of up to 0.831 ± 0.09/0.925 ± 0.04 for the examined molecular and histology subtypes analysis, respectively. The clinical impact of such high-performing models can add prognostic value and lead to optimal treatment assessment by targeting specific oncogenes, namely the response of tyrosine kinase inhibitors of EGFR mutated or predicting the chemotherapy resistance of KRAS mutated tumors.
Collapse
|
10
|
Sunaga N, Miura Y, Kasahara N, Sakurai R. Targeting Oncogenic KRAS in Non-Small-Cell Lung Cancer. Cancers (Basel) 2021; 13:cancers13235956. [PMID: 34885068 PMCID: PMC8656763 DOI: 10.3390/cancers13235956] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Revised: 11/24/2021] [Accepted: 11/24/2021] [Indexed: 12/12/2022] Open
Abstract
Simple Summary v-Ki-ras2 Kirsten rat sarcoma viral oncogene (KRAS) is the most common driver in NSCLC, and targeting oncogenic KRAS is a major challenge in the treatment of non-small-cell lung cancer (NSCLC). While several covalent KRAS G12C inhibitors have emerged as a novel anti-KRAS therapy, the development of combined therapies involving the targeting of oncogenic KRAS plus other targeted drugs is still required given the vast heterogeneity of KRAS-mutated tumors. In this review, we summarize the biological and immunological characteristics of oncogenic KRAS-driven NSCLC and the preclinical and clinical evidence for mutant KRAS-targeted therapies. We also discuss the mechanisms of resistance to KRAS G12C inhibitors and possible therapeutic strategies to overcome this drug resistance. Abstract Recent advances in molecular biology and the resultant identification of driver oncogenes have achieved major progress in precision medicine for non-small-cell lung cancer (NSCLC). v-Ki-ras2 Kirsten rat sarcoma viral oncogene (KRAS) is the most common driver in NSCLC, and targeting KRAS is considerably important. The recent discovery of covalent KRAS G12C inhibitors offers hope for improving the prognosis of NSCLC patients, but the development of combination therapies corresponding to tumor characteristics is still required given the vast heterogeneity of KRAS-mutated NSCLC. In this review, we summarize the current understanding of KRAS mutations regarding the involvement of malignant transformation and describe the preclinical and clinical evidence for targeting KRAS-mutated NSCLC. We also discuss the mechanisms of resistance to KRAS G12C inhibitors and possible combination treatment strategies to overcome this drug resistance.
Collapse
Affiliation(s)
- Noriaki Sunaga
- Department of Respiratory Medicine, Gunma University Graduate School of Medicine, 3-39-15 Showa-machi, Maebashi 371-8511, Gunma, Japan;
- Correspondence: ; Tel.: +81-27-220-8000
| | - Yosuke Miura
- Department of Respiratory Medicine, Gunma University Graduate School of Medicine, 3-39-15 Showa-machi, Maebashi 371-8511, Gunma, Japan;
| | - Norimitsu Kasahara
- Innovative Medical Research Center, Gunma University Hospital, 3-39-15 Showa-machi, Maebashi 371-8511, Gunma, Japan;
| | - Reiko Sakurai
- Oncology Center, Gunma University Hospital, 3-39-15 Showa-machi, Maebashi 371-8511, Gunma, Japan;
| |
Collapse
|
11
|
FARP1, ARHGEF39, and TIAM2 are essential receptor tyrosine kinase effectors for Rac1-dependent cell motility in human lung adenocarcinoma. Cell Rep 2021; 37:109905. [PMID: 34731623 PMCID: PMC8627373 DOI: 10.1016/j.celrep.2021.109905] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 08/27/2021] [Accepted: 10/07/2021] [Indexed: 12/14/2022] Open
Abstract
Despite the undisputable role of the small GTPase Rac1 in the regulation of actin cytoskeleton reorganization, the Rac guanine-nucleotide exchange factors (Rac-GEFs) involved in Rac1-mediated motility and invasion in human lung adenocarcinoma cells remain largely unknown. Here, we identify FARP1, ARHGEF39, and TIAM2 as essential Rac-GEFs responsible for Rac1-mediated lung cancer cell migration upon EGFR and c-Met activation. Noteworthily, these Rac-GEFs operate in a non-redundant manner by controlling distinctive aspects of ruffle dynamics formation. Mechanistic analysis reveals a leading role of the AXL-Gab1-PI3K axis in conferring pro-motility traits downstream of EGFR. Along with the positive association between the overexpression of Rac-GEFs and poor lung adenocarcinoma patient survival, we show that FARP1 and ARHGEF39 are upregulated in EpCam+ cells sorted from primary human lung adenocarcinomas. Overall, our study reveals fundamental insights into the complex intricacies underlying Rac-GEF-mediated cancer cell motility signaling, hence underscoring promising targets for metastatic lung cancer therapy.
Collapse
|
12
|
Takahashi T, Sakai K, Kenmotsu H, Yoh K, Daga H, Ohira T, Ueno T, Aoki T, Hayashi H, Yamazaki K, Hosomi Y, Chen-Yoshikawa TF, Okumura N, Takiguchi Y, Sekine A, Haruki T, Yamamoto H, Sato Y, Akamatsu H, Seto T, Saeki S, Sugio K, Nishio M, Inokawa H, Yamamoto N, Nishio K, Tsuboi M. Predictive value of EGFR mutation in non-small-cell lung cancer patients treated with platinum doublet postoperative chemotherapy. Cancer Sci 2021; 113:287-296. [PMID: 34689382 PMCID: PMC8748214 DOI: 10.1111/cas.15171] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 08/24/2021] [Accepted: 08/25/2021] [Indexed: 01/02/2023] Open
Abstract
The mutation status of tumor tissue DNA (n = 389) of resected stage II‐III non‐squamous non–small‐cell lung cancer (Ns‐NSCLC) was analyzed using targeted deep sequencing as an exploratory biomarker study (JIPANG‐TR) for the JIPANG study, a randomized phase III study of pemetrexed/cisplatin (Pem/Cis) vs vinorelbine/cisplatin (Vnr/Cis). The TP53 mutation, common EGFR mutations (exon 19 deletion and L858R), and KRAS mutations were frequently detected. The frequency of the EGFR mutation was significant among female patients. Patients with an EGFR mutation‐positive status had a significantly shorter recurrence‐free survival (RFS) time (24 mo vs not reached) (HR, 1.64; 95% CI, 1.22‐2.21; P = .0011 for EGFR mutation status). Multivariable analysis identified both the pathological stage and EGFR mutation status as independent prognostic factors for RFS (HR, 1.78; 95% CI, 1.30‐2.44; P = .0003 for disease stage; and HR, 1.57; 95% CI, 1.15‐2.16; P = .0050 for EGFR mutation status). This study demonstrated that the EGFR mutation has either a poor prognostic or predictive impact on a poor response to postoperative chemotherapy with platinum doublet chemotherapy for stage II‐III Ns‐NSCLC patients. This result supports a role for mandatory molecular diagnosis of early‐stage Ns‐NSCLC for precision oncology and signifies the importance of adjuvant for the 3rd generation tyrosine kinase inhibitor rather than platinum‐based chemotherapy. This study is registered with the UMIN Clinical Trial Registry (UMIN 000012237).
Collapse
Affiliation(s)
- Toshiaki Takahashi
- Division of Thoracic Oncology, Shizuoka Cancer Center, Nagaizumi-cho, Sunto-gun, Japan
| | - Kazuko Sakai
- Department of Genome Biology, Kindai University Faculty of Medicine, Osaka-sayama, Japan
| | - Hirotsugu Kenmotsu
- Division of Thoracic Oncology, Shizuoka Cancer Center, Nagaizumi-cho, Sunto-gun, Japan
| | - Kiyotaka Yoh
- Department of Thoracic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Haruko Daga
- Department of Medical Oncology, Osaka City General Hospital, Osaka, Japan
| | - Tatsuo Ohira
- Department of Surgery, Tokyo Medical University, Tokyo, Japan
| | - Tsuyoshi Ueno
- Department of Thoracic Surgery, National Hospital Organization, Shikoku Cancer Center, Matsuyama, Japan
| | - Tadashi Aoki
- Department of Chest Surgery, Niigata Cancer Center Hospital, Niigata, Japan
| | - Hidetoshi Hayashi
- Department of Medical Oncology, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Koji Yamazaki
- Department of Thoracic Surgery, Clinical Research Institute, National Hospital Organization, Kyushu Medical Center, Fukuoka, Japan
| | - Yukio Hosomi
- Department of Thoracic Oncology and Respiratory Medicine, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Tokyo, Japan
| | | | - Norihito Okumura
- Department of Thoracic Surgery, Kurashiki Central Hospital, Kurashiki, Japan
| | - Yuichi Takiguchi
- Department of Medical Oncology, Chiba University Hospital, Chiba, Japan
| | - Akimasa Sekine
- Department of Respiratory Medicine, Kanagawa Cardiovascular and Respiratory Center, Yokohama, Japan
| | - Tomohiro Haruki
- Division of General Thoracic Surgery, Department of Surgery, Faculty of Medicine, Tottori University, Tottori, Japan
| | - Hiromasa Yamamoto
- Department of Thoracic Surgery, Okayama University Hospital, Okayama, Japan
| | - Yuki Sato
- Department of Respiratory Medicine, Kobe City Medical Center General Hospital, Kobe, Japan
| | - Hiroaki Akamatsu
- Internal Medicine III, Wakayama Medical University, Wakayama, Japan
| | - Takashi Seto
- Department of Thoracic Oncology, National Hospital Organization Kyushu Cancer Center, Fukuoka, Japan
| | - Sho Saeki
- Department of Respiratory Medicine, Kumamoto University Hospital, Kumamoto, Japan
| | - Kenji Sugio
- Department of Thoracic and Breast Surgery, Oita University, Oita, Japan
| | - Makoto Nishio
- Department of Thoracic Medical Oncology, The Cancer Institute Hospital, Japanese Foundation For Cancer Research, Tokyo, Japan
| | - Hidetoshi Inokawa
- Division of Thoracic Surgery, Yamaguchi Ube Medical Center, Ube, Japan
| | | | - Kazuto Nishio
- Department of Genome Biology, Kindai University Faculty of Medicine, Osaka-sayama, Japan
| | - Masahiro Tsuboi
- Division of Thoracic Surgery, National Cancer Center Hospital East, Kashiwa, Japan
| |
Collapse
|
13
|
Carter BW, Altan M, Shroff GS, Truong MT, Vlahos I. Post-chemotherapy and targeted therapy imaging of the chest in lung cancer. Clin Radiol 2021; 77:e1-e10. [PMID: 34538577 DOI: 10.1016/j.crad.2021.08.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 08/03/2021] [Indexed: 12/22/2022]
Abstract
Non-small-cell lung cancer (NSCLC) is frequently diagnosed when it is not amenable to local therapies; therefore, systemic agents are the mainstay of therapy for many patients. In recent years, treatment of advanced NSCLC has evolved from a general approach primarily involving chemotherapy to a more personalised strategy in which biomarkers such as the presence of genomic tumour aberrations and the expression of immune proteins such as programmed death-ligand 1 (PD-L1), in combination with other elements of clinical information such as histology and clinical stage, guide management. For instance, pathways resulting in uncontrolled growth and proliferation of tumour cells due to epidermal growth factor receptor (EGFR) mutations and anaplastic lymphoma kinase (ALK) rearrangements may be targeted by tyrosine kinase inhibitors (TKIs). In this article, we review the current state of medical oncology, imaging characteristics of mutations, pitfalls in response assessments and the imaging of complications.
Collapse
Affiliation(s)
- B W Carter
- Department of Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | - M Altan
- Department of Thoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - G S Shroff
- Department of Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - M T Truong
- Department of Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - I Vlahos
- Department of Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| |
Collapse
|
14
|
Suda K, Mitsudomi T. Drug Tolerance to EGFR Tyrosine Kinase Inhibitors in Lung Cancers with EGFR Mutations. Cells 2021; 10:1590. [PMID: 34202566 PMCID: PMC8306990 DOI: 10.3390/cells10071590] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 06/19/2021] [Accepted: 06/22/2021] [Indexed: 12/31/2022] Open
Abstract
Epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs) serve as the standard of care for the first-line treatment of patients with lung cancers with EGFR-activating mutations. However, the acquisition of resistance to EGFR TKIs is almost inevitable, with extremely rare exceptions, and drug-tolerant cells (DTCs) that demonstrate reversible drug insensitivity and that survive the early phase of TKI exposure are hypothesized to be an important source of cancer cells that eventually acquire irreversible resistance. Numerous studies on the molecular mechanisms of drug tolerance of EGFR-mutated lung cancers employ lung cancer cell lines as models. Here, we reviewed these studies to generally describe the features, potential origins, and candidate molecular mechanisms of DTCs. The rapid development of an optimal treatment for EGFR-mutated lung cancer will require a better understanding of the underlying molecular mechanisms of the drug insensitivity of DTCs.
Collapse
Affiliation(s)
- Kenichi Suda
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama 589-8511, Japan;
| | | |
Collapse
|
15
|
Koga T, Suda K, Fujino T, Ohara S, Hamada A, Nishino M, Chiba M, Shimoji M, Takemoto T, Arita T, Gmachl M, Hofmann MH, Soh J, Mitsudomi T. KRAS Secondary Mutations That Confer Acquired Resistance to KRAS G12C Inhibitors, Sotorasib and Adagrasib, and Overcoming Strategies: Insights From In Vitro Experiments. J Thorac Oncol 2021; 16:1321-1332. [PMID: 33971321 DOI: 10.1016/j.jtho.2021.04.015] [Citation(s) in RCA: 115] [Impact Index Per Article: 38.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 04/15/2021] [Accepted: 04/22/2021] [Indexed: 12/11/2022]
Abstract
INTRODUCTION KRAS mutations have been recognized as undruggable for many years. Recently, novel KRAS G12C inhibitors, such as sotorasib and adagrasib, are being developed in clinical trials and have revealed promising results in metastatic NSCLC. Nevertheless, it is strongly anticipated that acquired resistance will limit their clinical use. In this study, we developed in vitro models of the KRAS G12C cancer, derived from resistant clones against sotorasib and adagrasib, and searched for secondary KRAS mutations as on-target resistance mechanisms to develop possible strategies to overcome such resistance. METHODS We chronically exposed Ba/F3 cells transduced with KRASG12C to sotorasib or adagrasib in the presence of N-ethyl-N-nitrosourea and searched for secondary KRAS mutations. Strategies to overcome resistance were also investigated. RESULTS We generated 142 Ba/F3 clones resistant to either sotorasib or adagrasib, of which 124 (87%) harbored secondary KRAS mutations. There were 12 different secondary KRAS mutations. Y96D and Y96S were resistant to both inhibitors. A combination of novel SOS1 inhibitor, BI-3406, and trametinib had potent activity against this resistance. Although G13D, R68M, A59S and A59T, which were highly resistant to sotorasib, remained sensitive to adagrasib, Q99L was resistant to adagrasib but sensitive to sotorasib. CONCLUSIONS We identified many secondary KRAS mutations causing resistance to sotorasib, adagrasib, or both, in vitro. The differential activities of these two inhibitors depending on the secondary mutations suggest sequential use in some cases. In addition, switching to BI-3406 plus trametinib might be a useful strategy to overcome acquired resistance owing to the secondary Y96D and Y96S mutations.
Collapse
Affiliation(s)
- Takamasa Koga
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Kenichi Suda
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Toshio Fujino
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Shuta Ohara
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Akira Hamada
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Masaya Nishino
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Masato Chiba
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Masaki Shimoji
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Toshiki Takemoto
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Takeo Arita
- Specialty Care Medicine, Medicine Division, Nippon Boehringer Ingelheim Co., Ltd., Tokyo, Japan
| | | | | | - Junichi Soh
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan
| | - Tetsuya Mitsudomi
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan.
| |
Collapse
|
16
|
Ramazani A, Karimi M, Hosseinzadeh Z, Rezayati S, Hanifehpour Y, Joo SW. Syntheses and Antitumor Properties of Furoxan Derivatives. CURR ORG CHEM 2021. [DOI: 10.2174/1385272825666210208183751] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Cancer is the second leading cause of death in Iran, next to heart disease. Current
therapy suffers from the major limitations of side effects and drug resistance, so the characterization
of new structures that can be power-selective and less-toxic anticancer agents is the
main challenge to medicinal chemistry research. Furoxan (1,2,5-oxadiazole-2-oxide) is a crucial
compound with many medicinal and pharmaceutical properties. The most important aspect
of furoxan is the nitric oxide (NO) molecule. One of the most essential furoxan derivatives,
which could be utilized in medicinal goals and pharmaceutical affairs, is benzofuroxan.
Furoxan could be described as a NO-donating compound in a variety of reactions, which
could also appear as hybridised with different medicinal compounds. This review article presents
a summary of syntheses and antitumor properties of furoxan derivatives as possible
chemotherapy agents for cancer. Furoxan can inhibit tumor growth in vivo without any side
effects in normal cells. Furthermore, due to NO-releasing in high levels in vivo and a wide
range of anticancer compounds, furoxan derivatives and especially its hybridised compounds could be considered as
antitumor, cytotoxic and apoptosis compounds to be applied in the human body.
Collapse
Affiliation(s)
- Ali Ramazani
- Department of Chemistry, Faculty of Science, University of Zanjan, Zanjan 45371-38791, Iran
| | - Masoud Karimi
- Department of Chemistry, Faculty of Science, University of Zanjan, Zanjan 45371-38791, Iran
| | - Zahra Hosseinzadeh
- Department of Chemistry, Faculty of Science, University of Zanjan, Zanjan 45371-38791, Iran
| | - Sobhan Rezayati
- Department of Chemistry, Faculty of Science, University of Zanjan, Zanjan 45371-38791, Iran
| | - Younes Hanifehpour
- School of Mechanical Engineering, Yeungnam University, Gyeongsan 38541, Korea
| | - Sang Woo Joo
- School of Mechanical Engineering, Yeungnam University, Gyeongsan 38541, Korea
| |
Collapse
|
17
|
Song T, Zhou P, Sun C, He N, Li H, Ran J, Zhou J, Wu Y, Liu M. Enkurin domain containing 1 (ENKD1) regulates the proliferation, migration and invasion of non-small cell lung cancer cells. Asia Pac J Clin Oncol 2021; 18:e39-e45. [PMID: 33724673 DOI: 10.1111/ajco.13550] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Non-small cell lung cancer (NSCLC) is the most common cause of cancer mortality worldwide. NSCLC has an aggressive phenotype and poor prognosis, and is quite heterogeneous without effective and specific targeted therapies. Therefore, exploring new tumor markers and drug targets for NSCLC is crucial towards individualized treatment. Here, we demonstrate that enkurin domain containing 1 (ENKD1), a protein with unknown structure and function, is significantly downregulated in NSCLC tumor tissues compared with their non-tumor counterparts. We also show that ENKD1 expression is decreased in NSCLC cells compared to normal human lung epithelial cells. EdU incorporation, wound healing, and transwell invasion assays reveal that ENKD1 regulates the proliferation, migration, and invasion of NSCLC cells. Collectively, these results suggest that ENKD1 plays an important role in NSCLC progression and that ENKD1 is a tumor marker and a potential molecular drug target for the treatment of NSCLC patients.
Collapse
Affiliation(s)
- Ting Song
- Institute of Biomedical Sciences, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
| | - Peng Zhou
- Institute of Biomedical Sciences, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
| | - Chunjiao Sun
- Institute of Biomedical Sciences, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
| | - Na He
- Institute of Biomedical Sciences, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
| | - Haixia Li
- Institute of Biomedical Sciences, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
| | - Jie Ran
- Institute of Biomedical Sciences, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
| | - Jun Zhou
- Institute of Biomedical Sciences, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
| | - Yue Wu
- Institute of Biomedical Sciences, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
| | - Min Liu
- Institute of Biomedical Sciences, Shandong Provincial Key Laboratory of Animal Resistance Biology, Collaborative Innovation Center of Cell Biology in Universities of Shandong, College of Life Sciences, Shandong Normal University, Jinan, China
| |
Collapse
|
18
|
Yonesaka K. HER2-/HER3-Targeting Antibody-Drug Conjugates for Treating Lung and Colorectal Cancers Resistant to EGFR Inhibitors. Cancers (Basel) 2021; 13:1047. [PMID: 33801379 PMCID: PMC7958627 DOI: 10.3390/cancers13051047] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 02/25/2021] [Accepted: 02/26/2021] [Indexed: 12/13/2022] Open
Abstract
Epidermal growth factor receptor (EGFR) is one of the anticancer drug targets for certain malignancies, including nonsmall cell lung cancer (NSCLC), colorectal cancer (CRC), and head and neck squamous cell carcinoma. However, the grave issue of drug resistance through diverse mechanisms persists, including secondary EGFR-mutation and its downstream RAS/RAF mutation. Since the discovery of the role of human epidermal growth factor receptor 2 (HER2) and HER3 in drug resistance, HER2- or HER3-targeting treatment strategies using monoclonal antibodies have been intensively examined and have demonstrated impressive responsiveness and limitations. Finally, an innovative targeted therapy called antibody drug conjugates (ADC) has provided a solution to overcome this resistance. Specifically, a new cleavable linker-payload system enables stable drug delivery to cancer cells, causing selective destruction. HER2-targeting ADC trastuzumab deruxtecan demonstrated promising responsiveness in patients with HER2-positive CRC, in a phase 2 clinical trial (objective response rate = 45.3%). Furthermore, HER3-targeting patritumab deruxtecan, another ADC, exhibited impressive tumor shrinkage in pretreated patients with EGFR-mutated NSCLC, in a phase 1 clinical trial. This manuscript presents an overview of the accumulated evidence on HER2- and HER3-targeting therapy, especially ADCs, and discussion of remaining issues for further improving these treatments in cancers resistant to EGFR inhibitors.
Collapse
Affiliation(s)
- Kimio Yonesaka
- Department of Medical Oncology, Kindai University Faculty of Medicine, 377-2 Ohno-Higashi Osaka-Sayamashi, Osaka 589-8511, Japan
| |
Collapse
|
19
|
Ohara S, Suda K, Mitsudomi T. Cell Line Models for Acquired Resistance to First-Line Osimertinib in Lung Cancers-Applications and Limitations. Cells 2021; 10:cells10020354. [PMID: 33572269 PMCID: PMC7915563 DOI: 10.3390/cells10020354] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2021] [Revised: 02/03/2021] [Accepted: 02/05/2021] [Indexed: 02/06/2023] Open
Abstract
Epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs) are first-line drugs for lung cancers with activating EGFR mutations. Although first- and second-generation EGFR-TKIs were standard first-line treatments, acquired resistance (AR) to these drugs is almost inevitable. Cell line models have been widely used to explore the molecular mechanisms of AR to first- and second-generation EGFR-TKIs. Many research groups, including ours, have established AR cell lines that harbor the EGFR T790M secondary mutation, MET gene amplification, or epithelial–mesenchymal transition (EMT) features, which are all found in clinical specimens obtained from TKI-refractory lesions. Currently, many oncologists prescribe osimertinib, a third-generation EGFR-TKI that can overcome T790M-mediated resistance, as a first-line TKI. Although few clinical data are available about AR mechanisms that arise when osimertinib is used as a first-line therapy, many research groups have established cell lines with AR to osimertinib and have reported on their AR mechanisms. In this review, we summarize the findings on AR mechanisms against first-line osimertinib obtained from analyses of cell line models.
Collapse
|
20
|
Chen YJ, Roumeliotis TI, Chang YH, Chen CT, Han CL, Lin MH, Chen HW, Chang GC, Chang YL, Wu CT, Lin MW, Hsieh MS, Wang YT, Chen YR, Jonassen I, Ghavidel FZ, Lin ZS, Lin KT, Chen CW, Sheu PY, Hung CT, Huang KC, Yang HC, Lin PY, Yen TC, Lin YW, Wang JH, Raghav L, Lin CY, Chen YS, Wu PS, Lai CT, Weng SH, Su KY, Chang WH, Tsai PY, Robles AI, Rodriguez H, Hsiao YJ, Chang WH, Sung TY, Chen JS, Yu SL, Choudhary JS, Chen HY, Yang PC, Chen YJ. Proteogenomics of Non-smoking Lung Cancer in East Asia Delineates Molecular Signatures of Pathogenesis and Progression. Cell 2021; 182:226-244.e17. [PMID: 32649875 DOI: 10.1016/j.cell.2020.06.012] [Citation(s) in RCA: 167] [Impact Index Per Article: 55.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 03/13/2020] [Accepted: 06/03/2020] [Indexed: 12/13/2022]
Abstract
Lung cancer in East Asia is characterized by a high percentage of never-smokers, early onset and predominant EGFR mutations. To illuminate the molecular phenotype of this demographically distinct disease, we performed a deep comprehensive proteogenomic study on a prospectively collected cohort in Taiwan, representing early stage, predominantly female, non-smoking lung adenocarcinoma. Integrated genomic, proteomic, and phosphoproteomic analysis delineated the demographically distinct molecular attributes and hallmarks of tumor progression. Mutational signature analysis revealed age- and gender-related mutagenesis mechanisms, characterized by high prevalence of APOBEC mutational signature in younger females and over-representation of environmental carcinogen-like mutational signatures in older females. A proteomics-informed classification distinguished the clinical characteristics of early stage patients with EGFR mutations. Furthermore, integrated protein network analysis revealed the cellular remodeling underpinning clinical trajectories and nominated candidate biomarkers for patient stratification and therapeutic intervention. This multi-omic molecular architecture may help develop strategies for management of early stage never-smoker lung adenocarcinoma.
Collapse
Affiliation(s)
- Yi-Ju Chen
- Institute of Chemistry, Academia Sinica, Taipei, Taiwan
| | - Theodoros I Roumeliotis
- Functional Proteomics Group, Chester Beatty Laboratories, The Institute of Cancer Research, London SW3 6JB, UK
| | - Ya-Hsuan Chang
- Institute of Statistical Science, Academia Sinica, Taipei, Taiwan
| | - Ching-Tai Chen
- Institute of Information Science, Academia Sinica, Taipei, Taiwan
| | - Chia-Li Han
- Master Program in Clinical Pharmacogenomics and Pharmacoproteomics, College of Pharmacy, Taipei Medical University, Taipei, Taiwan.
| | - Miao-Hsia Lin
- Institute of Chemistry, Academia Sinica, Taipei, Taiwan
| | - Huei-Wen Chen
- Graduate Institute of Toxicology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Gee-Chen Chang
- Division of Chest Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan; Faculty of Medicine, School of Medicine, National Yang-Ming University, Taipei, Taiwan
| | - Yih-Leong Chang
- Department of Pathology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chen-Tu Wu
- Department of Pathology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Mong-Wei Lin
- Division of Thoracic Surgery, Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Min-Shu Hsieh
- Department of Pathology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Yu-Tai Wang
- National Applied Research Laboratories, National Center for High-performance Computing, Hsinchu, Taiwan
| | - Yet-Ran Chen
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan
| | - Inge Jonassen
- Computational Biology Unit (CBU), Informatics Department, University of Bergen, Bergen, Norway
| | | | - Ze-Shiang Lin
- Department of Clinical Laboratory Sciences and Medical Biotechnology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Kuen-Tyng Lin
- Institute of Chemistry, Academia Sinica, Taipei, Taiwan
| | - Ching-Wen Chen
- Department of Clinical Laboratory Sciences and Medical Biotechnology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Pei-Yuan Sheu
- Department of Clinical Laboratory Sciences and Medical Biotechnology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Chen-Ting Hung
- Department of Clinical Laboratory Sciences and Medical Biotechnology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | | | - Hao-Chin Yang
- Institute of Chemistry, Academia Sinica, Taipei, Taiwan
| | - Pei-Yi Lin
- Institute of Chemistry, Academia Sinica, Taipei, Taiwan
| | - Ta-Chi Yen
- Institute of Chemistry, Academia Sinica, Taipei, Taiwan
| | - Yi-Wei Lin
- Division of Thoracic Surgery, Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan
| | - Jen-Hung Wang
- Institute of Information Science, Academia Sinica, Taipei, Taiwan
| | - Lovely Raghav
- Institute of Statistical Science, Academia Sinica, Taipei, Taiwan; Institute of Bioinformatics and Systems Biology, National Chiao Tung University, Bioinformatics Program, Taiwan International Graduate Program, Hsinchu, Taiwan
| | - Chien-Yu Lin
- Institute of Statistical Science, Academia Sinica, Taipei, Taiwan
| | - Yan-Si Chen
- Institute of Statistical Science, Academia Sinica, Taipei, Taiwan
| | - Pei-Shan Wu
- Institute of Chemistry, Academia Sinica, Taipei, Taiwan
| | - Chi-Ting Lai
- Institute of Chemistry, Academia Sinica, Taipei, Taiwan
| | | | - Kang-Yi Su
- Department of Clinical Laboratory Sciences and Medical Biotechnology, College of Medicine, National Taiwan University, Taipei, Taiwan; Department of Laboratory Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Wei-Hung Chang
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan
| | - Pang-Yan Tsai
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan
| | - Ana I Robles
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Henry Rodriguez
- Office of Cancer Clinical Proteomics Research, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Yi-Jing Hsiao
- Department of Clinical Laboratory Sciences and Medical Biotechnology, College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Wen-Hsin Chang
- Institute of Molecular Medicine, National Taiwan University College of Medicine, Taipei, Taiwan
| | - Ting-Yi Sung
- Institute of Information Science, Academia Sinica, Taipei, Taiwan.
| | - Jin-Shing Chen
- Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan.
| | - Sung-Liang Yu
- Department of Clinical Laboratory Sciences and Medical Biotechnology, College of Medicine, National Taiwan University, Taipei, Taiwan; Department of Laboratory Medicine, National Taiwan University Hospital, Taipei, Taiwan.
| | - Jyoti S Choudhary
- Functional Proteomics Group, Chester Beatty Laboratories, The Institute of Cancer Research, London SW3 6JB, UK.
| | - Hsuan-Yu Chen
- Institute of Statistical Science, Academia Sinica, Taipei, Taiwan; Ph.D. Program in Microbial Genomics, National Chung Hsing University, Taichung, Taiwan.
| | - Pan-Chyr Yang
- Department of Internal Medicine, National Taiwan University, Taipei, Taiwan; Institute of Biomedical Sciences, Academia Sinica, Taipei, Taiwan.
| | - Yu-Ju Chen
- Institute of Chemistry, Academia Sinica, Taipei, Taiwan; Department of Chemistry, National Taiwan University, Taipei, Taiwan.
| |
Collapse
|
21
|
Kobayashi K, Terai H, Yasuda H, Hamamoto J, Hayashi Y, Takeuchi O, Mitsuishi Y, Masuzawa K, Manabe T, Ikemura S, Kawada I, Suzuki Y, Soejima K, Fukunaga K. Functional dissection of the KRAS G12C mutation by comparison among multiple oncogenic driver mutations in a lung cancer cell line model. Biochem Biophys Res Commun 2021; 534:1-7. [PMID: 33302159 DOI: 10.1016/j.bbrc.2020.11.110] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 11/27/2020] [Indexed: 01/12/2023]
Abstract
The development of molecular targeted therapy has improved clinical outcomes in patients with life-threatening advanced lung cancers with driver oncogenes. However, selective treatment for KRAS-mutant lung cancer remains underdeveloped. We have successfully characterised specific molecular and pathological features of KRAS-mutant lung cancer utilising newly developed cell line models that can elucidate the differences in driver oncogenes among tissues with identical genetic backgrounds. Among these KRAS-mutation-associated specific features, we focused on the IGF2-IGF1R pathway, which has been implicated in the drug resistance mechanisms to AMG 510, a recently developed selective inhibitor of KRAS G12C lung cancer. Experimental data derived from our cell line model can be used as a tool for clinical treatment strategy development through understanding of the biology of lung cancer. The model developed in this paper may help understand the mechanism of anticancer drug resistance in KRAS-mutated lung cancer and help develop new targeted therapies to treat patients with this disease.
Collapse
Affiliation(s)
- Keigo Kobayashi
- Division of Pulmonary Medicine, Department of Medicine, Keio University, School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Hideki Terai
- Division of Pulmonary Medicine, Department of Medicine, Keio University, School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan; Clinical and Translational Research Center, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan; Division of Bioreguratory Medicine, Kitasato University School of Pharmacy, 5-9-1, Shirokane, Minato-ku, Tokyo, 108-8641, Japan.
| | - Hiroyuki Yasuda
- Division of Pulmonary Medicine, Department of Medicine, Keio University, School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Junko Hamamoto
- Division of Pulmonary Medicine, Department of Medicine, Keio University, School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan; Division of Bioreguratory Medicine, Kitasato University School of Pharmacy, 5-9-1, Shirokane, Minato-ku, Tokyo, 108-8641, Japan
| | - Yuichiro Hayashi
- Department of Diagnostic Pathology, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Osamu Takeuchi
- BioMedical Laboratory, Department of Research, Kitasato University, Kitasato Institute Hospital, 5-9-1, Shirokane, Minato-ku, Tokyo, 108-8642, Japan
| | - Yoichiro Mitsuishi
- Division of Pulmonary Medicine, Department of Medicine, Juntendo University, School of Medicine, 2-1-1, Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan
| | - Keita Masuzawa
- Division of Pulmonary Medicine, Department of Medicine, Keio University, School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Tadashi Manabe
- Division of Pulmonary Medicine, Department of Medicine, Keio University, School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Shinnosuke Ikemura
- Division of Pulmonary Medicine, Department of Medicine, Keio University, School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan; Keio Cancer Center, Keio University, School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Ichiro Kawada
- Division of Pulmonary Medicine, Department of Medicine, Keio University, School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Yukio Suzuki
- Division of Bioreguratory Medicine, Kitasato University School of Pharmacy, 5-9-1, Shirokane, Minato-ku, Tokyo, 108-8641, Japan
| | - Kenzo Soejima
- Division of Pulmonary Medicine, Department of Medicine, Keio University, School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan; Clinical and Translational Research Center, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| | - Koichi Fukunaga
- Division of Pulmonary Medicine, Department of Medicine, Keio University, School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo, 160-8582, Japan
| |
Collapse
|
22
|
Ruiz CF, Montal ED, Haley JA, Bott AJ, Haley JD. SREBP1 regulates mitochondrial metabolism in oncogenic KRAS expressing NSCLC. FASEB J 2020; 34:10574-10589. [PMID: 32568455 DOI: 10.1096/fj.202000052r] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 05/08/2020] [Accepted: 05/27/2020] [Indexed: 12/18/2022]
Abstract
Cancer cells require extensive metabolic reprograming in order to provide the bioenergetics and macromolecular precursors needed to sustain a malignant phenotype. Mutant KRAS is a driver oncogene that is well-known for its ability to regulate the ERK and PI3K signaling pathways. However, it is now appreciated that KRAS can promote the tumor growth via upregulation of anabolic metabolism. We recently reported that oncogenic KRAS promotes a gene expression program of de novo lipogenesis in non-small cell lung cancer (NSCLC). To define the mechanism(s) responsible, we focused on the lipogenic transcription factor SREBP1. We observed that KRAS increases SREBP1 expression and genetic knockdown of SREBP1 significantly inhibited the cell proliferation of mutant KRAS-expressing cells. Unexpectedly, lipogenesis was not significantly altered in cells subject to SREBP1 knockdown. Carbon tracing metabolic studies showed a significant decrease in oxidative phosphorylation and RNA-seq data revealed a significant decrease in mitochondrial encoded subunits of the electron transport chain (ETC). Taken together, these data support a novel role, distinct from lipogenesis, of SREBP1 on mitochondrial function in mutant KRAS NSCLC.
Collapse
Affiliation(s)
- Christian F Ruiz
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Emily D Montal
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - John A Haley
- Program in Molecular Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - Alex J Bott
- Department of Biochemistry, University of Utah, Salt Lake City, UT, USA
| | - John D Haley
- Department of Pathology, Stony Brook University School of Medicine, Stony Brook, NY, USA
| |
Collapse
|
23
|
Lui NS, Benson J, He H, Imielski BR, Kunder CA, Liou DZ, Backhus LM, Berry MF, Shrager JB. Sub-solid lung adenocarcinoma in Asian versus Caucasian patients: different biology but similar outcomes. J Thorac Dis 2020; 12:2161-2171. [PMID: 32642121 PMCID: PMC7330405 DOI: 10.21037/jtd.2020.04.37] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Background Asian and Caucasian patients with lung cancer have been compared in several database studies, with conflicting findings regarding survival. However, these studies did not include proportion of ground-glass opacity or mutational status in their analyses. Asian patients commonly develop sub-solid lung adenocarcinomas that harbor EGFR mutations, which have a better prognosis. We hypothesized that among patients undergoing surgery for sub-solid lung adenocarcinomas, Asian patients have better survival compared to Caucasian patients. Methods We identified Asian and Caucasian patients who underwent surgical resection for a sub-solid lung adenocarcinoma from 2002 to 2015 at our institution. Sub-solid was defined as ≥10% ground-glass opacity on preoperative CT scan or ≥10% lepidic component on surgical pathology. Time-to-event multivariable analysis was performed to determine which characteristics were associated with recurrence and survival. Results Two hundred twenty-four patients were included with median follow up 48 months. Asian patients were more likely to be never smokers (76.3% vs. 29.0%, P<0.01) and have an EGFR mutation (69.4% vs. 25.6% of those tested, P<0.01), while Caucasian patients were more likely to have a KRAS mutation (23.5% vs. 4.9% of those tested, P<0.01). There was a trend towards Asian patients having a higher proportion of ground-glass opacity (38.8% vs. 30.5%, P=0.11). Time-to-event multivariable analysis showed that higher proportion of ground-glass opacity was significantly associated with better recurrence-free survival (HR 0.76 per 20% increase, P=0.02). However, mutational status and race did not have a significant impact on recurrence-free or overall survival. Conclusions Asian and Caucasian patients with sub-solid lung adenocarcinoma have different tumor biology, but recurrence-free and overall survival after surgical resection is similar.
Collapse
Affiliation(s)
- Natalie S Lui
- Division of Thoracic Surgery, Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA
| | - Jalen Benson
- Division of Thoracic Surgery, Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA
| | - Hao He
- Division of Thoracic Surgery, Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA
| | - Bartlomiej R Imielski
- Division of Thoracic Surgery, Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA.,Department of Surgery, Northwestern University, Chicago, IL, USA
| | | | - Douglas Z Liou
- Division of Thoracic Surgery, Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA
| | - Leah M Backhus
- Division of Thoracic Surgery, Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA
| | - Mark F Berry
- Division of Thoracic Surgery, Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA
| | - Joseph B Shrager
- Division of Thoracic Surgery, Department of Cardiothoracic Surgery, Stanford University, Stanford, CA, USA
| |
Collapse
|
24
|
Dang ATH, Tran VU, Tran TT, Thi Pham HA, Le DT, Nguyen L, Nguyen NV, Thi Nguyen TH, Nguyen CV, Le HT, Thi Nguyen ML, Le VT, Nguyen PH, Vo BT, Thi Dao HT, Nguyen LT, Van Nguyen TC, Bui QTN, Nguyen LH, Nguyen NH, Thi Nguyen QT, Le TX, Do TTT, Dinh KT, Do HN, Phan MD, Nguyen HN, Tran LS, Giang H. Actionable Mutation Profiles of Non-Small Cell Lung Cancer patients from Vietnamese population. Sci Rep 2020; 10:2707. [PMID: 32066856 PMCID: PMC7026432 DOI: 10.1038/s41598-020-59744-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Accepted: 01/09/2020] [Indexed: 12/24/2022] Open
Abstract
Comprehensive profiling of actionable mutations in non-small cell lung cancer (NSCLC) is vital to guide targeted therapy, thereby improving the survival rate of patients. Despite the high incidence and mortality rate of NSCLC in Vietnam, the actionable mutation profiles of Vietnamese patients have not been thoroughly examined. Here, we employed massively parallel sequencing to identify alterations in major driver genes (EGFR, KRAS, NRAS, BRAF, ALK and ROS1) in 350 Vietnamese NSCLC patients. We showed that the Vietnamese NSCLC patients exhibited mutations most frequently in EGFR (35.4%) and KRAS (22.6%), followed by ALK (6.6%), ROS1 (3.1%), BRAF (2.3%) and NRAS (0.6%). Interestingly, the cohort of Vietnamese patients with advanced adenocarcinoma had higher prevalence of EGFR mutations than the Caucasian MSK-IMPACT cohort. Compared to the East Asian cohort, it had lower EGFR but higher KRAS mutation prevalence. We found that KRAS mutations were more commonly detected in male patients while EGFR mutations was more frequently found in female. Moreover, younger patients (<61 years) had higher genetic rearrangements in ALK or ROS1. In conclusions, our study revealed mutation profiles of 6 driver genes in the largest cohort of NSCLC patients in Vietnam to date, highlighting significant differences in mutation prevalence to other cohorts.
Collapse
Affiliation(s)
- Anh-Thu Huynh Dang
- University of Medicine and Pharmacy at Ho Chi Minh city, Ho Chi Minh city, Vietnam
| | | | | | | | | | - Lam Nguyen
- Pham Ngoc Thach Hospital, Ho Chi Minh city, Vietnam
| | | | | | | | - Ha Thu Le
- Ha Noi Oncology hospital, Ha Noi, Vietnam
| | | | | | - Phuc Huu Nguyen
- University of Medicine and Pharmacy at Ho Chi Minh city, Ho Chi Minh city, Vietnam
| | | | | | | | | | | | | | | | | | - Truong Xuan Le
- University of Medicine and Pharmacy at Ho Chi Minh city, Ho Chi Minh city, Vietnam
| | - Thanh-Thuy Thi Do
- University of Medicine and Pharmacy at Ho Chi Minh city, Ho Chi Minh city, Vietnam
| | | | | | - Minh-Duy Phan
- Gene Solutions, Ho Chi Minh city, Vietnam
- School of Chemistry and Molecular Biosciences, University of Queensland, Brisbane, Australia
| | - Hoai-Nghia Nguyen
- University of Medicine and Pharmacy at Ho Chi Minh city, Ho Chi Minh city, Vietnam.
| | - Le Son Tran
- Gene Solutions, Ho Chi Minh city, Vietnam.
- Institute of Molecular and Cellular Biology, Astar, Singapore.
| | - Hoa Giang
- Gene Solutions, Ho Chi Minh city, Vietnam.
- Medical Genetics Institute, Ho Chi Minh City, Vietnam.
| |
Collapse
|
25
|
Aras G, Kanmaz ZD, Tuncay E, Çetinkaya E, Yentürk E, Kocatürk C, Öz B, Çermik TF, Purisa S. Relationship of radiometabolic biomarkers to KRAS mutation status and ALK rearrangements in cases of lung adenocarcinoma. TUMORI JOURNAL 2020; 105:501-508. [PMID: 31910789 DOI: 10.1177/0300891620902334] [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: 11/17/2022]
Abstract
PURPOSE Rapid diagnosis of genetic mutations is important for targeted therapies such as EGFR tyrosine kinase inhibitors. KRAS mutation and ALK rearrangement are also important in determining treatment. The purpose of our study was to evaluate the diagnostic value of 18F-FDG PET to predict KRAS mutation and ALK rearrangement in order to determine the frequency of these genetic markers in our lung adenocarcinoma cases and contribute to forthcoming meta-analysis studies. METHODS A total of 218 patients with lung adenocarcinoma (EGFR analyzed) who were seen at our clinic between 2012 and 2014 were included in the study. The results of the 18 F-FDG-PET scans for each patient were retrospectively recorded with the associated medical documents. ALK rearrangements were analyzed in 166 of the 218 patients, while 50 of the 218 patients were analyzed for KRAS mutational status. SPSS 15.0 for Windows was used for statistical analysis. RESULTS FDG avidity was higher in cases with KRAS mutations and ALK rearrangements than those without, but the difference was not significant. ALK rearrangements were more common in younger, female, and nonsmoking patients with lung adenocarcinoma. CONCLUSIONS The small numbers of KRAS mutations and ALK rearrangements are the limitation of this study for evaluation of diagnostic imaging. The frequency of these genetic alterations was as reported in the literature. We believe that our work will contribute to future meta-analysis.
Collapse
Affiliation(s)
- Gulfidan Aras
- Yedikule Chest Disease and Training Hospital, Istanbul - Turkey
| | | | - Esin Tuncay
- Yedikule Chest Disease and Training Hospital, Istanbul - Turkey
| | | | - Esin Yentürk
- Yedikule Chest Disease and Training Hospital, Istanbul - Turkey
| | | | - Büge Öz
- Cerrahpasa Medical Faculty, Pathology Department, Istanbul University, Istanbul - Turkey
| | - Tevfik Fikret Çermik
- Department of Nuclear Medicine, Istanbul Training and Research Hospital, Istanbul - Turkey
| | - Sevim Purisa
- Department of Statistics, Istanbul University, Istanbul - Turkey
| |
Collapse
|
26
|
Tran LS, Pham HAT, Tran VU, Tran TT, Dang ATH, Le DT, Nguyen SL, Nguyen NV, Nguyen TV, Vo BT, Dao HTT, Nguyen NH, Tran TH, Nguyen CV, Pham PC, Dang-Mai AT, Dinh-Nguyen TK, Phan VH, Do TTT, Truong Dinh K, Do HN, Phan MD, Giang H, Nguyen HN. Ultra-deep massively parallel sequencing with unique molecular identifier tagging achieves comparable performance to droplet digital PCR for detection and quantification of circulating tumor DNA from lung cancer patients. PLoS One 2019; 14:e0226193. [PMID: 31841547 PMCID: PMC6913927 DOI: 10.1371/journal.pone.0226193] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Accepted: 11/21/2019] [Indexed: 12/24/2022] Open
Abstract
The identification and quantification of actionable mutations are of critical importance for effective genotype-directed therapies, prognosis and drug response monitoring in patients with non-small-cell lung cancer (NSCLC). Although tumor tissue biopsy remains the gold standard for diagnosis of NSCLC, the analysis of circulating tumor DNA (ctDNA) in plasma, known as liquid biopsy, has recently emerged as an alternative and noninvasive approach for exploring tumor genetic constitution. In this study, we developed a protocol for liquid biopsy using ultra-deep massively parallel sequencing (MPS) with unique molecular identifier tagging and evaluated its performance for the identification and quantification of tumor-derived mutations from plasma of patients with advanced NSCLC. Paired plasma and tumor tissue samples were used to evaluate mutation profiles detected by ultra-deep MPS, which showed 87.5% concordance. Cross-platform comparison with droplet digital PCR demonstrated comparable detection performance (91.4% concordance, Cohen's kappa coefficient of 0.85 with 95% CI = 0.72-0.97) and great reliability in quantification of mutation allele frequency (Intraclass correlation coefficient of 0.96 with 95% CI = 0.90-0.98). Our results highlight the potential application of liquid biopsy using ultra-deep MPS as a routine assay in clinical practice for both detection and quantification of actionable mutation landscape in NSCLC patients.
Collapse
Affiliation(s)
- Le Son Tran
- Gene Solutions, Ho Chi Minh, Vietnam
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
| | - Hong-Anh Thi Pham
- Gene Solutions, Ho Chi Minh, Vietnam
- Graduate program of Genetics, Ho Chi Minh city University of Science, Ho Chi Minh city, Vietnam
| | - Vu-Uyen Tran
- Gene Solutions, Ho Chi Minh, Vietnam
- Graduate program of Genetics, Ho Chi Minh city University of Science, Ho Chi Minh city, Vietnam
| | - Thanh-Truong Tran
- Gene Solutions, Ho Chi Minh, Vietnam
- Graduate program of Genetics, Ho Chi Minh city University of Science, Ho Chi Minh city, Vietnam
| | | | | | | | | | | | - Binh Thanh Vo
- Gene Solutions, Ho Chi Minh, Vietnam
- Graduate program of Genetics, Ho Chi Minh city University of Science, Ho Chi Minh city, Vietnam
| | - Hong-Thuy Thi Dao
- Gene Solutions, Ho Chi Minh, Vietnam
- Graduate program of Genetics, Ho Chi Minh city University of Science, Ho Chi Minh city, Vietnam
| | | | - Tam Huu Tran
- Center for Standardization and QC in Medical Lab of Ho Chi Minh City, Ho Chi Minh City, Vietnam
| | | | | | | | | | - Van Hieu Phan
- Center for Forensic Science, Ho Chi Minh City, Vietnam
| | | | | | | | - Minh-Duy Phan
- Gene Solutions, Ho Chi Minh, Vietnam
- School of Chemistry and Molecular Biosciences, University of Queensland, Brisbane, Australia
| | - Hoa Giang
- Gene Solutions, Ho Chi Minh, Vietnam
- Medical Genetics Institute, Ho Chi Minh City, Vietnam
| | | |
Collapse
|
27
|
Xie Y, Zhao F, Zhang P, Duan P, Shen Y. miR-29b inhibits non-small cell lung cancer progression by targeting STRN4. Hum Cell 2019; 33:220-231. [PMID: 31813135 DOI: 10.1007/s13577-019-00305-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 11/16/2019] [Indexed: 12/25/2022]
Abstract
Non-small cell lung cancer (NSCLC) is a malignant tumor with a high fatality, low overall cure, and survival rates worldwide. When only palliative therapy is available, the disease leads to malignant proliferation. Previous studies showed miR-29b serves as an NSCLC suppressor by inhibiting cells proliferation, migration, and invasion. However, the mechanism underlying NSCLC progression remains elusive. In this study, we identified Striatin 4 (STRN4), a target of miR-29b, which serves as a pro-oncogenic protein by promoting cells proliferation, migration, and invasion in NSCLC. Besides, the STRN4 was highly expressed in NSCLC and negatively regulated by miR-29b. Down-regulation of STRN4 inhibits NSCLC cells proliferation, migration, invasion, and promotes apoptosis in vitro, whereas overexpression-induced enhanced cell migration and invasion could be reverved by miR-29b. Notably, overexpression of miR-29b and down-regulation of STRN4 by shRNA suppressed cellular proliferation and delayed tumor progression in vivo. Together, these findings identify a miR-29b/STRN4 regulatory pathway in NSCLC progression, which may provide a new sight for the treatment of NSCLC.
Collapse
Affiliation(s)
- Yuping Xie
- Department of Oncology, Chengdu City First People's Hospital, Chengdu, 610041, People's Republic of China
| | - Fen Zhao
- Department of Oncology, Chengdu City First People's Hospital, Chengdu, 610041, People's Republic of China
| | - Ping Zhang
- Department of Oncology, Chengdu City First People's Hospital, Chengdu, 610041, People's Republic of China
| | - Ping Duan
- Department of Oncology, Chengdu City First People's Hospital, Chengdu, 610041, People's Republic of China
| | - Yangmei Shen
- Department of Pathology, West China Second University Hospital, Sichuan University, Chengdu, 610041, People's Republic of China.
| |
Collapse
|
28
|
Mapping lung cancer epithelial-mesenchymal transition states and trajectories with single-cell resolution. Nat Commun 2019; 10:5587. [PMID: 31811131 PMCID: PMC6898514 DOI: 10.1038/s41467-019-13441-6] [Citation(s) in RCA: 118] [Impact Index Per Article: 23.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 10/30/2019] [Indexed: 01/01/2023] Open
Abstract
Elucidating the spectrum of epithelial-mesenchymal transition (EMT) and mesenchymal-epithelial transition (MET) states in clinical samples promises insights on cancer progression and drug resistance. Using mass cytometry time-course analysis, we resolve lung cancer EMT states through TGFβ-treatment and identify, through TGFβ-withdrawal, a distinct MET state. We demonstrate significant differences between EMT and MET trajectories using a computational tool (TRACER) for reconstructing trajectories between cell states. In addition, we construct a lung cancer reference map of EMT and MET states referred to as the EMT-MET PHENOtypic STAte MaP (PHENOSTAMP). Using a neural net algorithm, we project clinical samples onto the EMT-MET PHENOSTAMP to characterize their phenotypic profile with single-cell resolution in terms of our in vitro EMT-MET analysis. In summary, we provide a framework to phenotypically characterize clinical samples in the context of in vitro EMT-MET findings which could help assess clinical relevance of EMT in cancer in future studies. Intermediate transitions between epithelial and mesenchymal states are associated with tumor progression. Here using mass cytometry, Plevritis and colleagues develop a computational framework to resolve and map these trajectories in lung cancer cells and clinical specimens.
Collapse
|
29
|
He H, Xu C, Cheng Z, Qian X, Zheng L. Drug Combinatorial Therapies for the Treatment of KRAS Mutated Lung Cancers. Curr Top Med Chem 2019; 19:2128-2142. [PMID: 31475900 DOI: 10.2174/1568026619666190902150555] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Revised: 06/23/2019] [Accepted: 07/04/2019] [Indexed: 02/08/2023]
Abstract
KRAS is the most common oncogene to be mutated in lung cancer, and therapeutics directly targeting KRAS have proven to be challenging. The mutations of KRAS are associated with poor prognosis, and resistance to both adjuvant therapy and targeted EGFR TKI. EGFR TKIs provide significant clinical benefit for patients whose tumors bear EGFR mutations. However, tumors with KRAS mutations rarely respond to the EGFR TKI therapy. Thus, combination therapy is essential for the treatment of lung cancers with KRAS mutations. EGFR TKI combined with inhibitors of MAPKs, PI3K/mTOR, HDAC, Wee1, PARP, CDK and Hsp90, even miRNAs and immunotherapy, were reviewed. Although the effects of the combination vary, the combined therapeutics are one of the best options at present to treat KRAS mutant lung cancer.
Collapse
Affiliation(s)
- Hao He
- School of Pharmacy, Xi'an Medical University, Xi'an, Shaanxi, China
| | - Chang Xu
- National Vaccine & Serum Institute, Beijing, China
| | - Zhao Cheng
- School of Pharmacy, Xi'an Medical University, Xi'an, Shaanxi, China
| | - Xiaoying Qian
- School of Pharmacy, Xi'an Medical University, Xi'an, Shaanxi, China
| | - Lei Zheng
- School of Pharmacy, Xi'an Medical University, Xi'an, Shaanxi, China
| |
Collapse
|
30
|
Li M, Zhang L, Tang W, Duan JC, Jin YJ, Qi LL, Wu N. Dual-energy spectral CT characteristics in surgically resected lung adenocarcinoma: comparison between Kirsten rat sarcoma viral oncogene mutations and epidermal growth factor receptor mutations. Cancer Imaging 2019; 19:77. [PMID: 31783917 PMCID: PMC6884869 DOI: 10.1186/s40644-019-0261-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 11/06/2019] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Kirsten rat sarcoma viral oncogene homolog (KRAS) and epidermal growth factor receptor (EGFR) are the two most frequent and well-known oncogene of lung adenocarcinoma. The purpose of this study is to compare the characteristics measured with dual-energy spectral computed tomography (DESCT) in lung adenocarcinoma patients who have KRAS and EGFR gene mutations. METHODS Patients with surgically resected lung adenocarcinoma (n = 72) were enrolled, including 12 patients with KRAS mutations and 60 patients with EGFR mutations. DESCT quantitative parameters, including the CT number at 70 keV, the slopes of the spectral attenuation curves (slope λ HU), normalized iodine concentration (NIC), normalized water concentration (NWC), and effective atomic number (effective Z), were analyzed. A multiple logistic regression model was applied to discriminate clinical and DESCT characteristics between the types of mutations. RESULTS The KRAS mutation was more common in people who smoked than the EGFR mutation. Nodule type differed significantly between the KRAS and EGFR groups (P = 0.035), and all KRAS mutation adenocarcinomas were solid nodules. Most DESCT quantitative parameters differed significantly between solid nodules and subsolid nodules. CT number at 70 keV, slope λ HU, NIC, and effective Z differed significantly between the KRAS and EGFR groups (P = 0.006, 0.017, 0.013 and 0.010) with solid lung adenocarcinoma. Multivariate logistic analysis of DESCT and clinical features indicated that besides smoking history, the CT value at 70 keV (OR = 0.938, P = 0.009) was significant independent factor that could be used to differentiate KRAS and EGFR mutations in solid lung adenocarcinoma. CONCLUSIONS DESCT would be a potential tool to differentiate lung adenocarcinoma patients with a KRAS mutation from those with an EGFR mutation.
Collapse
Affiliation(s)
- Meng Li
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Li Zhang
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Wei Tang
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jian-Chun Duan
- 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, 100021, China
| | - Yu-Jing Jin
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Lin-Lin Qi
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Ning Wu
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China. .,PET-CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| |
Collapse
|
31
|
Provencio M, Carcereny E, Rodríguez-Abreu D, López-Castro R, Guirado M, Camps C, Bosch-Barrera J, García-Campelo R, Ortega-Granados AL, González-Larriba JL, Casal-Rubio J, Domine M, Massutí B, Sala MÁ, Bernabé R, Oramas J, Del Barco E. Lung cancer in Spain: information from the Thoracic Tumors Registry (TTR study). Transl Lung Cancer Res 2019; 8:461-475. [PMID: 31555519 DOI: 10.21037/tlcr.2019.08.05] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Background Lung cancer remains a leading cause of cancer incidence and mortality worldwide. Although Spain contributes to global statistics related to cancer, it is difficult to discern aspects linked to clinical presentation of the disease or molecular testing. The Thoracic Tumor Registry (TTR) was created with the aim of filling this gap. Methods Observational cohort multicenter study performed in Spain, including patients with lung cancer or other types of thoracic tumors undergoing active treatment or palliative care only. Enrollment took place between August 2016 and December 2018. The evaluation included a review of demographic, epidemiological, clinical and molecular data. Results A total of 6,600 patients diagnosed with non-small cell lung cancer (NSCLC) were recruited at 56 Spanish hospitals. The mean age at diagnosis was 64 years. The majority of patients (80%) presented with advanced disease, being adenocarcinoma the most frequent histological type. Up to 86% of patients were current- or ex-smokers, with men starting to smoke earlier than women (average age 17.9 vs. 19.2 years). Sixty-seven percent of patients underwent some type of molecular testing. Mutations in EGFR and KRAS genes were found in 18% and 28% of patients, respectively. Conclusions Our findings suggest that the TTR study accurately describes the clinical reality of lung cancer in Spain, including useful information on smoking status as well as molecular profiling and tumor histology, and can therefore be used to drive improvements in health care. Social and political pressure to reduce tobacco consumption among the population should be reinforced, particularly among youth.
Collapse
Affiliation(s)
| | - Enric Carcereny
- Instituto Catalán de Oncología, Hospital Universitari Germans Trias i Pujol, Badalona, Barcelona, Spain
| | | | | | | | | | | | | | | | | | | | | | | | | | - Reyes Bernabé
- Hospital Universitario Virgen del Rocío, Sevilla, Spain
| | - Juana Oramas
- Hospital Universitario de Canarias, Santa Cruz Tenerife, Spain
| | | |
Collapse
|
32
|
Li M, Zhang L, Tang W, Ma PQ, Zhou LN, Jin YJ, Qi LL, Wu N. Quantitative features of dual-energy spectral computed tomography for solid lung adenocarcinoma with EGFR and KRAS mutations, and ALK rearrangement: a preliminary study. Transl Lung Cancer Res 2019; 8:401-412. [PMID: 31555515 DOI: 10.21037/tlcr.2019.08.13] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Background The present work aimed to evaluate radio-genomic associations of quantitative parameters obtained by dual-energy spectral computed tomography (DESCT) for solid lung adenocarcinoma with epidermal growth factor receptor (EGFR) and Kirsten rat sarcoma viral oncogene homolog (KRAS) mutations, as well as anaplastic lymphoma kinase (ALK) rearrangement. Methods Ninety-six cases of solid lung cancer were selected and assessed for EGFR and KRAS mutations, and ALK rearrangement. Then, they underwent chest DESCT, and quantitative parameters, including water concentration (WC), iodine concentration (IC), CT value at 70 keV, effective atomic number (Effective-Z) and spectral Hounsfield unit curve slope (λHU slope) were measured. Finally, the associations of quantitative radiological features with various gene alterations were evaluated. Results The positive rates were 51.0% (49/96) for EGFR, 13.5% (13/96) for KRAS and 16.7% (16/96) for ALK. In univariate analysis, EGFR mutation was associated with smoking status, CT value at 70 keV, IC, Effective-Z, and λHU slope; KRAS mutation was associated with CT value at 70 keV, IC, Effective-Z, and λHU slope, and ALK rearrangement was correlated with age and WC. In multivariate analysis, smoking status (OR =2.924, P=0.019) and CT value at 70 keV (OR =1.036, P=0.006) were significantly associated with EGFR mutation; Effective-Z and age were significantly associated with KRAS mutation (OR =0.047, P=0.032) and ALK rearrangement (OR =0.933, P=0.008), respectively. Conclusions Quantitative analysis of DESCT could help detect solid lung adenocarcinoma harboring EGFR or KRAS mutation, or ALK rearrangement.
Collapse
Affiliation(s)
- Meng Li
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Li Zhang
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Wei Tang
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Pei-Qing Ma
- 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 100021, China
| | - Li-Na Zhou
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Yu-Jing Jin
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Lin-Lin Qi
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| | - Ning Wu
- Department of Diagnostic Radiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China.,PET-CT Center, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100021, China
| |
Collapse
|
33
|
Duma N, Santana-Davila R, Molina JR. Non-Small Cell Lung Cancer: Epidemiology, Screening, Diagnosis, and Treatment. Mayo Clin Proc 2019; 94:1623-1640. [PMID: 31378236 DOI: 10.1016/j.mayocp.2019.01.013] [Citation(s) in RCA: 1076] [Impact Index Per Article: 215.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 01/04/2019] [Accepted: 01/21/2019] [Indexed: 02/08/2023]
Abstract
Lung cancer remains the leading cause of cancer deaths in the United States. In the past decade, significant advances have been made in the science of non-small cell lung cancer (NSCLC). Screening has been introduced with the goal of early detection. The National Lung Screening Trial found a lung cancer mortality benefit of 20% and a 6.7% decrease in all-cause mortality with the use of low-dose chest computed tomography in high-risk individuals. The treatment of lung cancer has also evolved with the introduction of several lines of tyrosine kinase inhibitors in patients with EGFR, ALK, ROS1, and NTRK mutations. Similarly, immune checkpoint inhibitors (ICIs) have dramatically changed the landscape of NSCLC treatment. Furthermore, the results of new trials continue to help us understand the role of these novel agents and which patients are more likely to benefit; ICIs are now part of the first-line NSCLC treatment armamentarium as monotherapy, combined with chemotherapy, or after definite chemoradiotherapy in patients with stage III unresectable NSCLC. Expression of programmed cell death protein-ligand 1 in malignant cells has been studied as a potential biomarker for response to ICIs. However, important drawbacks exist that limit its discriminatory potential. Identification of accurate predictive biomarkers beyond programmed cell death protein-ligand 1 expression remains essential to select the most appropriate candidates for ICI therapy. Many questions remain unanswered regarding the proper sequence and combinations of these new agents; however, the field is moving rapidly, and the overall direction is optimistic.
Collapse
Affiliation(s)
- Narjust Duma
- Division of Medical Oncology, Mayo Clinic, Rochester, MN
| | - Rafael Santana-Davila
- Division of Medical Oncology, Department of Medicine, University of Washington, Seattle
| | | |
Collapse
|
34
|
Neutralizing monoclonal antibody against Dickkopf2 impairs lung cancer progression via activating NK cells. Cell Death Discov 2019; 5:123. [PMID: 31372243 PMCID: PMC6668384 DOI: 10.1038/s41420-019-0204-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 07/03/2019] [Accepted: 07/12/2019] [Indexed: 12/14/2022] Open
Abstract
Adenomatous polyposis coli (APC) and KRAS proto-oncogene (KRAS) mutations frequently co-occur in non-small cell lung cancer. Inactivating APC mutations in colorectal carcinoma has been well characterized, leading to the approaches targeting on dysregulated APC pathway. However, it remains undetermined whether such approaches are also applicable to non-small cell lung cancer patients harboring similar mutations of APC. Dickkopf-related protein 2 (DKK2) is a Wnt antagonist. Our previous study has proved that anti-DKK2 antibody 5F8 suppressed the growth of colorectal carcinoma with APC mutations, illustrating a new target agent of APC-mutated tumors. This study aimed to investigate the potential of applying anti-DKK2 antibody to non-small cell lung cancer with APC mutations. We found significant upregulation of Dkk2 expression in APC-mutated lung cancers. Administration of DKK2 antibody inhibited cancer growth via modulating tumor immune microenvironment in lung cancer mouse models. Our study provided strong evidence supporting APC mutations-directed applications of anti-DKK2 targeted therapy in a wide range of cancer types, including lung cancer.
Collapse
|
35
|
Choi SY, Kim HW, Jeon SH, Kim BN, Kang N, Yeo CD, Park CK, Kim YK, Lee YH, Lee KY, Lee SH, Park JY, Park MS, Yim HW, Kim SJ. Comparison of PANAMutyper and PNAClamp for Detecting KRAS Mutations from Patients With Malignant Pleural Effusion. In Vivo 2019; 33:945-954. [PMID: 31028221 PMCID: PMC6559923 DOI: 10.21873/invivo.11563] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 02/27/2019] [Accepted: 03/08/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND/AIM KRAS is one of the frequently mutated genes in human cancers and often relates with drug resistance and poor prognosis. PANAMutyper™ is a novel technology that integrates PNAClamp™ and PANA S-Melting™. In the present study, PANAMutyper™ and PNAClamp™ were compared for the detection of KRAS mutations using different samples of patients with malignant pleural effusion. PATIENTS AND METHODS A total of 103 patients (including 56 lung adenocarcinoma, 10 lung squamous carcinoma, 17 small cell lung cancer, 3 large cell lung cancer, 3 stomach cancer, 2 ovarian cancer, and others) with malignant pleural effusion were investigated using matched tumor tissue, cell block, and pleural effusion samples. The diagnostic performance of these two methods was compared. RESULTS KRAS mutations were detected in 18 (17.5%) of 103 patients using tissue, cell block, and pleural effusion samples. All 18 patients with KRAS mutations were detected by PANAMutyper™ using any sample type, however, only 7 cases were detected by PNAClamp™. Among the subtypes of KRAS mutations, substitution in codon 12, 35G>T was the most frequent, followed by substitution in codon 12, 35G>A and codon 12, 34G>A. In pleural effusion specimens, PANAMutyper™ showed a better diagnostic performance compared to PNAClamp™. CONCLUSION PANAMutyper™ had a diagnostic superiority for the detection of KRAS mutations in patients with malignant pleural effusion compared to PNAClamp™, although there was a concordance between PANAMutyper™ and PNAClamp™ results. Therefore, PANAMutyper™ can be used for a more sensitive and accurate detection of KRAS mutations.
Collapse
Affiliation(s)
- Su Yeon Choi
- Division of Pulmonology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Cancer Research Institute, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hyung Woo Kim
- Division of Pulmonology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Sang Hoon Jeon
- Division of Pulmonology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Bit Na Kim
- Division of Pulmonology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Cancer Research Institute, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Nahyeon Kang
- Division of Pulmonology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Cancer Research Institute, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Chang Dong Yeo
- Division of Pulmonology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Cancer Research Institute, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Chan Kwon Park
- Division of Pulmonology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Cancer Research Institute, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Young Kyoon Kim
- Division of Pulmonology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Yoon Ho Lee
- Department of Hospital Pathology, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Kyo Young Lee
- Department of Hospital Pathology, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Sug Hyung Lee
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jong Y Park
- Department of Cancer Epidemiology, Moffitt Cancer Center, Tampa, FL, U.S.A
| | - Mi Sun Park
- Department of Biostatistics, Clinical Research Coordinating Center, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hyeon Woo Yim
- Department of Biostatistics, Clinical Research Coordinating Center, The Catholic University of Korea, Seoul, Republic of Korea
| | - Seung Joon Kim
- Division of Pulmonology, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- The Cancer Research Institute, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| |
Collapse
|
36
|
Russo U, Sabatino V, Nizzoli R, Tiseo M, Cappabianca S, Reginelli A, Carrafiello G, Brunese L, De Filippo M. Transthoracic computed tomography-guided lung biopsy in the new era of personalized medicine. Future Oncol 2019; 15:1125-1134. [PMID: 30880466 DOI: 10.2217/fon-2018-0527] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Computed tomography-guided lung biopsy is a valid and safe procedure for characterizing pulmonary nodules. In the past years, this technique has been mainly used to confirm the malignant nature of undetermined pulmonary lesions; however, today its role has been completely renewed. With the advent of target therapy and immunotherapy, it has arisen for lung cancer, in inoperable patients, the necessity to obtain adequate bioptical material to perform a correct molecular characterization of the lesion. Moreover, the possibility of acquired drug-resistance mechanisms makes it necessary in some cases to rebiopsy these lesions over time. For these reasons, it is likely that the request of computed tomography-guided lung biopsy will increase in the future, therefore every radiologist should be confident with its most important aspects.
Collapse
Affiliation(s)
- Umberto Russo
- Department of Medicine & Surgery, Unit of Radiologic Science, University of Parma, Maggiore Hospital, Via Gramsci 14, Parma, Italy
| | - Vittorio Sabatino
- Department of Medicine & Surgery, Unit of Radiologic Science, University of Parma, Maggiore Hospital, Via Gramsci 14, Parma, Italy
| | - Rita Nizzoli
- Medical Oncology Unit, University of Parma, Maggiore Hospital, Via Gramsci 14, Parma, Italy
| | - Marcello Tiseo
- Medical Oncology Unit, University of Parma, Maggiore Hospital, Via Gramsci 14, Parma, Italy
| | - Salvatore Cappabianca
- Department of Radiology & Radiotherapy, University of Campania 'Luigi Vanvitelli', Napoli, Italy
| | - Alfonso Reginelli
- Department of Radiology & Radiotherapy, University of Campania 'Luigi Vanvitelli', Napoli, Italy
| | | | - Luca Brunese
- Department of Medicine & Health Sciences, University of Molise, Campobasso, Italy
| | - Massimo De Filippo
- Department of Medicine & Surgery, Unit of Radiologic Science, University of Parma, Maggiore Hospital, Via Gramsci 14, Parma, Italy
| |
Collapse
|
37
|
Epidermal Growth Factor Receptor Gene in Non-Small-Cell Lung Cancer: The Importance of Promoter Polymorphism Investigation. Anal Cell Pathol (Amst) 2018; 2018:6192187. [PMID: 30406002 PMCID: PMC6204164 DOI: 10.1155/2018/6192187] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Revised: 07/05/2018] [Accepted: 08/07/2018] [Indexed: 12/13/2022] Open
Abstract
Recently, epidermal growth factor receptor (EGFR) was a key molecule in investigation of lung cancer, and it was a target for a new therapeutic strategy, based on molecular analyses. In this review, we have summarized some issues considering the role of EGFR in lung cancer, its coding gene, and its promoter gene polymorphisms (SNPs) -216G/T and -191C/A in non-small-cell lung cancer (NSCLC). The position of the SNPs indicates their significant role in EGFR regulation. The accumulation of knowledge regarding SNPs lately suggests their significant and important role in the onset of carcinogenesis, the prediction of the onset of metastases, the response to therapy with TKI inhibitors, and the onset of toxic effects of the applied therapy. Based on this, we suggest further studies of the relationship of clinical significance to SNPs in patients with lung tumors.
Collapse
|
38
|
Machado-Rugolo J, Fabro AT, Ascheri D, Farhat C, Ab'Saber AM, de Sá VK, Nagai MA, Takagaki T, Terra R, Parra ER, Capelozzi VL. Usefulness of complementary next-generation sequencing and quantitative immunohistochemistry panels for predicting brain metastases and selecting treatment outcomes of non-small cell lung cancer. Hum Pathol 2018; 83:177-191. [PMID: 30218756 DOI: 10.1016/j.humpath.2018.08.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 08/24/2018] [Accepted: 08/29/2018] [Indexed: 11/29/2022]
Abstract
To demonstrate the usefulness of complementary next-generation sequencing (NGS) and immunohistochemistry (IHC) counting, we analyzed 196 patients with non-small cell lung cancer who underwent surgical resection and adjuvant chemotherapy. Formalin-fixed, paraffin-embedded samples of adenocarcinoma (ADC), squamous cell carcinoma, and large cell carcinoma were used to prepare tissue microarrays and were examined by protein H-score IHC image analysis and NGS for oncogenes and proto-oncogenes and genes of tumor suppressors, immune checkpoints, epithelial-mesenchymal transition factors, tyrosine kinase receptors, and vascular endothelial growth factors. In patients with brain metastases, primary tumors expressed lower PIK3CA protein levels. Overexpression of p53 and a higher PD-L1 protein H-score were detected in patients who underwent surgical treatment followed by chemotherapy as compared with those who underwent only surgical treatment The absence of brain metastases was associated with wild-type sequences of genes EGFR, CD267, CTLA-4, and ZEB1. The combination of protein overexpression according to IHC and mutation according to NGS was rare (ie, represented by a very low percentage of concordant cases), except for p53 and vascular endothelial growth factor. Our data suggest that protein levels detected by IHC may be a useful complementary tool when mutations are not detected by NGS and also support the idea to expand this approach beyond ADC to include squamous cell carcinoma and even large cell carcinoma, particularly for patients with unusual clinical characteristics. Conversely, well-pronounced immunogenotypic features seemed to predict the clinical outcome after univariate and multivariate analyses. Patients with a solid ADC subtype and mutated genes EGFR, CTLA4, PDCD1LG2, or ZEB1 complemented with PD-L1 or p53 protein lower expression that only underwent surgical treatment who develop brain metastases may have the worst prognosis.
Collapse
Affiliation(s)
- Juliana Machado-Rugolo
- Clinicas Hospital, Faculty of Medicine, State University of São Paulo, Botucatu 18618-682, Brazil
| | - Alexandre Todorovic Fabro
- Department of Pathology and Legal Medicine, Ribeirão Preto School of Medicine, University of São Paulo, Ribeirão Preto 14049-900, Brazil
| | - Daniel Ascheri
- Laboratory of Genomics and Histomorphometry, Department of Pathology, University of São Paulo Medical School, São Paulo 01246-903, Brazil
| | - Cecília Farhat
- Laboratory of Genomics and Histomorphometry, Department of Pathology, University of São Paulo Medical School, São Paulo 01246-903, Brazil
| | - Alexandre Muxfeldt Ab'Saber
- Laboratory of Genomics and Histomorphometry, Department of Pathology, University of São Paulo Medical School, São Paulo 01246-903, Brazil
| | - Vanessa Karen de Sá
- Laboratory of Genomics and Histomorphometry, Department of Pathology, University of São Paulo Medical School, São Paulo 01246-903, Brazil
| | | | - Teresa Takagaki
- Division of Pneumology, Heart Institute (Incor), Faculty of Medicine, University of São Paulo, São Paulo 01246-903, Brazil
| | - Ricardo Terra
- Department of Thoracic Surgery, Institute of Cancer of São Paulo, São Paulo 01246-903, Brazil; Department of Thoracic Surgery, Heart Institute (Incor), São Paulo 01246-903, Brazil
| | - Edwin Roger Parra
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Vera Luiza Capelozzi
- Laboratory of Genomics and Histomorphometry, Department of Pathology, University of São Paulo Medical School, São Paulo 01246-903, Brazil.
| |
Collapse
|
39
|
Press RH, Zhang C, Cassidy RJ, Ferris MJ, Zhong J, Steuer CE, Pillai RN, Owonikoko TK, Kahn S, Ramalingam SS, Patel PR, Curran WJ, Shu HKG, Sica GL, Higgins KA. Targeted sequencing and intracranial outcomes of patients with lung adenocarcinoma brain metastases treated with radiotherapy. Cancer 2018; 124:3586-3595. [DOI: 10.1002/cncr.31589] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 04/09/2018] [Accepted: 04/30/2018] [Indexed: 12/18/2022]
Affiliation(s)
- Robert H. Press
- Department of Radiation Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Chao Zhang
- Bioinformatics and Biostatistics; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Richard J. Cassidy
- Department of Radiation Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Matthew J. Ferris
- Department of Radiation Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Jim Zhong
- Department of Radiation Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Conor E. Steuer
- Department of Hematology and Medical Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Rathi N. Pillai
- Department of Hematology and Medical Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Taofeek K. Owonikoko
- Department of Hematology and Medical Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Shannon Kahn
- Department of Radiation Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Suresh S. Ramalingam
- Department of Hematology and Medical Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Pretesh R. Patel
- Department of Radiation Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Walter J. Curran
- Department of Radiation Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Hui-Kuo G. Shu
- Department of Radiation Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Gabriel L. Sica
- Department of Pathology; Winship Cancer Institute, Emory University; Atlanta Georgia
| | - Kristin A. Higgins
- Department of Radiation Oncology; Winship Cancer Institute, Emory University; Atlanta Georgia
| |
Collapse
|
40
|
Wei DM, Chen WJ, Meng RM, Zhao N, Zhang XY, Liao DY, Chen G. Augmented expression of Ki-67 is correlated with clinicopathological characteristics and prognosis for lung cancer patients: an up-dated systematic review and meta-analysis with 108 studies and 14,732 patients. Respir Res 2018; 19:150. [PMID: 30103737 PMCID: PMC6088431 DOI: 10.1186/s12931-018-0843-7] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Accepted: 07/13/2018] [Indexed: 02/08/2023] Open
Abstract
Background Lung cancer ranks as the leading cause of cancer-related deaths worldwide and we performed this meta-analysis to investigate eligible studies and determine the prognostic effect of Ki-67. Methods In total, 108 studies in 95 articles with 14,732 patients were found to be eligible, of which 96 studies reported on overall survival (OS) and 19 studies reported on disease-free survival (DFS) with relation to Ki-67 expression in lung cancer patients. Results The pooled hazard ratio (HR) indicated that a high Ki-67 level could be a valuable prognostic factor for lung cancer (HR = 1.122 for OS, P < 0.001 and HR = 1.894 for DFS, P < 0.001). Subsequently, the results revealed that a high Ki-67 level was significantly associated with clinical parameters of lung cancer including age (odd ratio, OR = 1.246 for older patients, P = 0.018), gender (OR = 1.874 for males, P < 0.001) and smoking status (OR = 3.087 for smokers, P < 0.001). Additionally, significant positive correlations were found between Ki-67 overexpression and poorer differentiation (OR = 1.993, P = 0.003), larger tumor size (OR = 1.436, P = 0.003), and higher pathologic stages (OR = 1.867 for III-IV, P < 0.001). Furthermore, high expression of Ki-67 was found to be a valuable predictive factor for lymph node metastasis positive (OR = 1.653, P < 0.001) and advanced TNM stages (OR = 1.497 for stage III-IV, P = 0.024). Finally, no publication bias was detected in any of the analyses. Conclusions This study highlights that the high expression of Ki-67 is clinically relevant in terms of the prognostic and clinicopathological characteristics for lung cancer. Nevertheless, more prospective well-designed studies are warranted to validate these findings. Electronic supplementary material The online version of this article (10.1186/s12931-018-0843-7) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Dan-Ming Wei
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Wen-Jie Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Rong-Mei Meng
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Na Zhao
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Xiang-Yu Zhang
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Dan-Yu Liao
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Gang Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
| |
Collapse
|
41
|
Yao R, Yu T, Xu Y, Li G, Yin L, Zhou Y, Wang J, Yan Z. Concurrent somatic KRAS mutation and germline 10q22.3-q23.2 deletion in a patient with juvenile myelomonocytic leukemia, developmental delay, and multiple malformations: a case report. BMC Med Genomics 2018; 11:60. [PMID: 30012129 PMCID: PMC6048798 DOI: 10.1186/s12920-018-0377-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Accepted: 07/03/2018] [Indexed: 11/10/2022] Open
Abstract
Background The proto-oncogene KRAS performs an essential function in normal tissue signaling, and the mutation of KRAS gene is a key step in the development of many cancers. Somatic KRAS mutations are often detected in patients with solid and non-solid tumors, whereas germline KRAS mutations are implicated in patients with the Noonan syndrome, cardio-facio-cutaneous (CFC) syndrome and Costello syndrome. The deletion of chromosome 10q22.3-q23.2 is a rare cytogenetic abnormality, which often leads to distinct facial appearance and delays in speech and global development. Case presentation Herein, we report the case of a 4-year-old boy diagnosed with juvenile myelomonocytic leukemia. The boy also had syndromic features, such as speech and motor developmental delay, multiple congenital malformations, including distinct facial features, club feet, and cryptorchidism. Using whole-exome sequencing, we identified a pathogenic mutation in KRAS [c.34G > A, p.Gly12Ser] isolated from peripheral blood DNA. Sanger sequencing confirmed the wild-type sequence in the parents and patient’s salivary cell DNA indicating its somatic state. A 7311-kb deletion in 10q22.3-q23.2 was also revealed by chromosomal microarray analysis, which was later proved as a germline de novo variant. Conclusion Juvenile myelomonocytic leukemia in the patient was attributed to a somatic KRAS mutation, whereas the syndromic features of the patient were considered a consequence of germline chromosome 10q22.3-q23.2 deletion. Genetic testing for patients with complicated phenotypes can be valuable in detecting multiple pathogenic variants.
Collapse
Affiliation(s)
- Ruen Yao
- Department of Medical Genetics and Molecular Diagnostic Laboratory, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, People's Republic of China.,Institute for Pediatric Translational Medicine, Shanghai Children's Medical Center, Shanghai Jiaotong University School of Medicine, Shanghai, 200127, People's Republic of China
| | - Tingting Yu
- Department of Medical Genetics and Molecular Diagnostic Laboratory, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, People's Republic of China. .,Institute for Pediatric Translational Medicine, Shanghai Children's Medical Center, Shanghai Jiaotong University School of Medicine, Shanghai, 200127, People's Republic of China.
| | - Yufei Xu
- Department of Medical Genetics and Molecular Diagnostic Laboratory, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, People's Republic of China.,Institute for Pediatric Translational Medicine, Shanghai Children's Medical Center, Shanghai Jiaotong University School of Medicine, Shanghai, 200127, People's Republic of China
| | - Guoqiang Li
- Department of Medical Genetics and Molecular Diagnostic Laboratory, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, People's Republic of China.,Institute for Pediatric Translational Medicine, Shanghai Children's Medical Center, Shanghai Jiaotong University School of Medicine, Shanghai, 200127, People's Republic of China
| | - Lei Yin
- Department of Internal Medicine, Shanghai Children's Medical Center, Shanghai Jiaotong University School of Medicine, Shanghai, 200127, People's Republic of China.,Rare Diseases Outpatient Clinic, Shanghai Children's Medical Center, Shanghai Jiaotong University School of Medicine, Shanghai, 200127, People's Republic of China
| | - Yunfang Zhou
- Rare Diseases Outpatient Clinic, Shanghai Children's Medical Center, Shanghai Jiaotong University School of Medicine, Shanghai, 200127, People's Republic of China
| | - Jian Wang
- Department of Medical Genetics and Molecular Diagnostic Laboratory, Shanghai Children's Medical Center, Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, People's Republic of China.,Institute for Pediatric Translational Medicine, Shanghai Children's Medical Center, Shanghai Jiaotong University School of Medicine, Shanghai, 200127, People's Republic of China
| | - Zhilong Yan
- Department of Pediatric Surgery, Shanghai Children's Medical Center, Shanghai Jiaotong University School of Medicine, Shanghai, 200127, People's Republic of China.
| |
Collapse
|
42
|
Abstract
Non-small cell lung cancer (NSCLC) is usually diagnosed when it is not amenable to curative surgery or radiation. Many of these patients are candidates for systemic therapy. Median survival is only approximately 10 months, and, accordingly, treatment in advanced NSCLC is evolving toward a more personalized approach with the identification of genetic abnormalities based on biomarkers. For example, gene mutations in EGFR (epidermal growth factor receptor) and ALK (anaplastic lymphoma kinase) lead to a cascade of pathways resulting in uncontrolled growth, proliferation, and survival of tumor cells. Targeted therapies are aimed at the products of these mutated genes and include agents such as erlotinib and gefitinib (in EGFR-mutant NSCLC) or crizotinib (in ALK-positive NSCLC). Antiangiogenesis agents such as bevacizumab are another category of targeted therapy that inhibits vascular endothelial growth factors. The imaging characteristics of advanced NSCLC with genetic abnormalities, the evolution of targeted therapies and their imaging manifestations will be discussed.
Collapse
|
43
|
Shroff GS, de Groot PM, Papadimitrakopoulou VA, Truong MT, Carter BW. Targeted Therapy and Immunotherapy in the Treatment of Non-Small Cell Lung Cancer. Radiol Clin North Am 2018; 56:485-495. [PMID: 29622080 DOI: 10.1016/j.rcl.2018.01.012] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
The treatment strategy in advanced non-small cell lung cancer (NSCLC) has evolved from empirical chemotherapy to a personalized approach based on histology and molecular markers of primary tumors. Targeted therapies are directed at the products of oncogenic driver mutations. Immunotherapy facilitates the recognition of cancer as foreign by the host immune system, stimulates the immune system, and alleviates the inhibition that allows the growth and spread of cancer cells. The authors describes the role of targeted therapy and immunotherapy in the treatment of NSCLC, patterns of disease present on imaging studies, and immune-related adverse events encountered with immunotherapy.
Collapse
Affiliation(s)
- Girish S Shroff
- Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA
| | - Patricia M de Groot
- Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA
| | - Vassiliki A Papadimitrakopoulou
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA
| | - Mylene T Truong
- Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA
| | - Brett W Carter
- Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA.
| |
Collapse
|
44
|
Chen E, Zeng Z, Bai B, Zhu J, Song Z. The prognostic value of CSCs biomarker CD133 in NSCLC: a meta-analysis. Oncotarget 2018; 7:56526-56539. [PMID: 27489355 PMCID: PMC5302932 DOI: 10.18632/oncotarget.10964] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2016] [Accepted: 07/19/2016] [Indexed: 12/11/2022] Open
Abstract
The prognostic value of cancer stem cells (CSCs) marker CD133 in non-small-cell lung cancer (NSCLC) remains controversial. We performed this meta-analysis of 32 eligible studies to clarify the prognostic value of CD133 and provide evidence for CSCs hypothesis. We calculated pooled hazard ratio (HR) for survival outcomes and pooled odds ratio (OR) for clinical parameters associated with CD133 in total 3595 NSCLC patients by STATA. Our results showed that NSCLC patients with higher CD133 expression had shorter overall survival time only in Asian patients (HR = 3.80, 95% CI: 3.12-4.04, p < 0.001; I2 = 32%) but not in Caucasian patients (HR = 1.15, 95% CI: 0.88-1.52, p = 0.307; I2 = 0%), suggesting that differential prognostic value of CD133 in distinct ethnic group. We speculated that the intrinsic EGFR gene status of CSCs might be responsible for this racial difference. Additionally, we found that higher expression of CD133 was associated with poor differentiation (OR = 2.03, 95% CI: 1.32-3.14, p = 0.001) and lymph node metastasis (OR = 2.39, 95% CI: 1.62-3.52, p < 0.001) but there was no significant difference of CD133 expression between adenocarcinoma and squamous carcinoma (OR = 1.13, 95% CI: 0.93-1.38, p = 0.3) in NSCLC patients. These results may provide a new therapeutic perspective on the treatment of NSCLC patients according to the expression of CD133 in distinct ethnic group.
Collapse
Affiliation(s)
- Engeng Chen
- Department of Colorectal Surgery, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, 310016, P.R. China.,Key Laboratory of Biotherapy of Zhejiang Province, 310016, P.R. China
| | - Zhiru Zeng
- The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, 310009, P.R. China
| | - Bingjun Bai
- Department of Colorectal Surgery, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, 310016, P.R. China.,Key Laboratory of Biotherapy of Zhejiang Province, 310016, P.R. China
| | - Jing Zhu
- Department of Colorectal Surgery, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, 310016, P.R. China.,Key Laboratory of Biotherapy of Zhejiang Province, 310016, P.R. China
| | - Zhangfa Song
- Department of Colorectal Surgery, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, 310016, P.R. China.,Key Laboratory of Biotherapy of Zhejiang Province, 310016, P.R. China
| |
Collapse
|
45
|
Román M, Baraibar I, López I, Nadal E, Rolfo C, Vicent S, Gil-Bazo I. KRAS oncogene in non-small cell lung cancer: clinical perspectives on the treatment of an old target. Mol Cancer 2018; 17:33. [PMID: 29455666 PMCID: PMC5817724 DOI: 10.1186/s12943-018-0789-x] [Citation(s) in RCA: 202] [Impact Index Per Article: 33.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2017] [Accepted: 02/01/2018] [Indexed: 12/14/2022] Open
Abstract
Lung neoplasms are the leading cause of death by cancer worldwide. Non-small cell lung cancer (NSCLC) constitutes more than 80% of all lung malignancies and the majority of patients present advanced disease at onset. However, in the last decade, multiple oncogenic driver alterations have been discovered and each of them represents a potential therapeutic target. Although KRAS mutations are the most frequently oncogene aberrations in lung adenocarcinoma patients, effective therapies targeting KRAS have yet to be developed. Moreover, the role of KRAS oncogene in NSCLC remains unclear and its predictive and prognostic impact remains controversial. The study of the underlying biology of KRAS in NSCLC patients could help to determine potential candidates to evaluate novel targeted agents and combinations that may allow a tailored treatment for these patients. The aim of this review is to update the current knowledge about KRAS-mutated lung adenocarcinoma, including a historical overview, the biology of the molecular pathways involved, the clinical relevance of KRAS mutations as a prognostic and predictive marker and the potential therapeutic approaches for a personalized treatment of KRAS-mutated NSCLC patients.
Collapse
Affiliation(s)
- Marta Román
- Department of Oncology, Clínica Universidad de Navarra, 31008, Pamplona, Spain.,Program of Solid Tumors and Biomarkers, Center for Applied Medical Research, Pamplona, Spain
| | - Iosune Baraibar
- Department of Oncology, Clínica Universidad de Navarra, 31008, Pamplona, Spain.,Program of Solid Tumors and Biomarkers, Center for Applied Medical Research, Pamplona, Spain
| | - Inés López
- Program of Solid Tumors and Biomarkers, Center for Applied Medical Research, Pamplona, Spain
| | - Ernest Nadal
- Thoracic Oncology Unit, Department of Medical Oncology, Catalan Institute of Oncology (ICO), L'Hospitalet del Llobregat, Barcelona, Spain
| | - Christian Rolfo
- Phase I-Early Clinical Phase I-Early Clinical Trials Unit, Oncology Department, Antwerp University Hospital, Edegem, Belgium
| | - Silvestre Vicent
- Program of Solid Tumors and Biomarkers, Center for Applied Medical Research, Pamplona, Spain.,Navarra Health Research Institute (IDISNA), Pamplona, Spain.,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain
| | - Ignacio Gil-Bazo
- Department of Oncology, Clínica Universidad de Navarra, 31008, Pamplona, Spain. .,Program of Solid Tumors and Biomarkers, Center for Applied Medical Research, Pamplona, Spain. .,Navarra Health Research Institute (IDISNA), Pamplona, Spain. .,Centro de Investigación Biomédica en Red de Cáncer (CIBERONC), Madrid, Spain.
| |
Collapse
|
46
|
Mellert H, Foreman T, Jackson L, Maar D, Thurston S, Koch K, Weaver A, Cooper S, Dupuis N, Sathyanarayana UG, Greer J, Hahn W, Shelton D, Stonemetz P, Pestano GA. Development and Clinical Utility of a Blood-Based Test Service for the Rapid Identification of Actionable Mutations in Non-Small Cell Lung Carcinoma. J Mol Diagn 2018; 19:404-416. [PMID: 28433077 DOI: 10.1016/j.jmoldx.2016.11.004] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2016] [Revised: 11/15/2016] [Accepted: 11/28/2016] [Indexed: 10/19/2022] Open
Abstract
Nearly 80% of cancer patients do not have genetic mutation results available at initial oncology consultation; up to 25% of patients begin treatment before receiving their results. These factors hinder the ability to pursue optimal treatment strategies. This study validates a blood-based genome-testing service that provides accurate results within 72 hours. We focused on targetable variants in advanced non-small cell lung carcinoma-epidermal growth factor receptor gene (EGFR) variant L858R, exon 19 deletion (ΔE746-A750), and T790M; GTPase Kirsten ras gene (KRAS) variants G12C/D/V; and echinoderm microtubule associated protein like and 4 anaplastic lymphoma receptor tyrosine kinase fusion (EML4-ALK) transcripts 1/2/3. Test development included method and clinical validation using samples from donors with (n = 219) or without (n = 30) cancer. Clinical sensitivity and specificity for each variant ranged from 78.6% to 100% and 94.2% to 100%, respectively. We also report on 1643 non-small cell lung carcinoma samples processed in our CLIA-certified laboratory. Mutation results were available within 72 hours for 94% of the tests evaluated. We detected 10.5% mutations for EGFR sensitizing (n = 2801 samples tested), 13.8% mutations for EGFR resistance (n = 1055), 13.2% mutations in KRAS (n = 3477), and 2% mutations for EML4-ALK fusion (n = 304). This rapid, highly sensitive, and actionable blood-based assay service expands testing options and supports faster treatment decisions.
Collapse
Affiliation(s)
| | | | | | - Dianna Maar
- Bio-Rad Digital Biology Center, Pleasanton, California
| | | | | | | | | | | | | | | | | | - Dawne Shelton
- Bio-Rad Digital Biology Center, Pleasanton, California
| | | | | |
Collapse
|
47
|
A case of resistance to tyrosine kinase inhibitor therapy: small cell carcinoma transformation concomitant with plasma-genotyped T790M positivity. Anticancer Drugs 2017; 28:1056-1061. [PMID: 28723866 PMCID: PMC5610567 DOI: 10.1097/cad.0000000000000540] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Although non-small-cell lung cancer patients with epidermal growth factor receptor (EGFR) mutations are responsive to EGFR-tyrosine kinase inhibitors, drug resistances are always inevitable. The secondary somatic EGFR threonine-methionine substitution at position 790 (T790M) mutation accounts for ∼50% of acquired resistance mechanisms. Small cell lung cancer (SCLC) transformation is a relatively rare mechanism, but has recently attracted considerable attention. The coexistence of both the mechanisms in one patient is much more scarce in clinic. In this case report, we described a 37-year-old woman who underwent refractory after second-line gefitinib therapy and was confirmed to have SCLC transformation without the T790M mutation in the left lobar nodule, but concomitant with the plasma-genotyped EGFR T790M mutation. Our case report uncovered the underling relationship between SCLC transformation and the T790M mutation, and the fluid biopsy approach may help overcome the problem of heterogeneity in acquired resistance to EGFR-tyrosine kinase inhibitors.
Collapse
|
48
|
Fatty acid synthase affects expression of ErbB receptors in epithelial to mesenchymal transition of breast cancer cells and invasive ductal carcinoma. Oncol Lett 2017; 14:5934-5946. [PMID: 29113229 PMCID: PMC5661422 DOI: 10.3892/ol.2017.6954] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2015] [Accepted: 06/09/2017] [Indexed: 02/05/2023] Open
Abstract
The aim of the present study was to investigate changes in the expression of ErbBs during epithelial-mesenchymal transition (EMT) of breast cancer cells and its association with the expression of fatty acid synthase (FASN). MCF-7-MEK5 cells were used as the experimental model, while MCF-7 cells were used as a control. Tumor cells were implanted into nude mice for in vivo analysis. Cerulenin was used as a FASN inhibitor. Reverse transcription-polymerase chain reaction and western blot analysis were used to detect expression levels of FASN and ErbB1-4. Immunohistochemistry was used to detect the expression of FASN and ErbB1-4 in 58 invasive ductal carcinomas (IDC), as well as their association with clinicopathological characteristics. The expression of FASN and ErbB1-4 in MCF-7-MEK5 cells and tumor tissues increased significantly compared with controls (P<0.001). Inhibition of FASN by cerulenin resulted in a significant decrease in expression of ErbB1, 2 and 4 (P<0.001), whereas there was no evident change in ErbB3. In IDC samples, the expression of FASN and ErbB1-4 increased considerably in lymph node metastases compared with non-lymph node metastases (P<0.05). ErbB2 expression increased in advanced clinical stages (II, III and IV) of IDC and in tumors with larger diameters (P<0.05). The expression of ErbB3 increased in ER-positive tumors (P<0.05). Additionally, a positive association between the expression of FASN and ErbB1, 2 and 4 was observed (P<0.05). FASN activates ErbB1, 2 and 4, and their dimers, which are polymerized via the microstructural domain of the cell membrane. This may initiate EMT and consequentlyincrease the invasion and migration of cancer cells. However, ErbB3 may also affect tumor progression via a FASN-independent pathway.
Collapse
|
49
|
Affiliation(s)
- Martin Reck
- From LungenClinic Grosshansdorf and Airway Research Center North, Grosshansdorf (M.R., K.F.R.), the German Center for Lung Research, Giessen (M.R., K.F.R.), University of Lübeck, Lübeck (M.R.), and Christian Albrechts University Kiel, Kiel (K.F.R.) - all in Germany
| | - Klaus F Rabe
- From LungenClinic Grosshansdorf and Airway Research Center North, Grosshansdorf (M.R., K.F.R.), the German Center for Lung Research, Giessen (M.R., K.F.R.), University of Lübeck, Lübeck (M.R.), and Christian Albrechts University Kiel, Kiel (K.F.R.) - all in Germany
| |
Collapse
|
50
|
Qasrawi A, Tolentino A, Abu Ghanimeh M, Abughanimeh O, Albadarin S. BRAF V600Q-mutated lung adenocarcinoma with duodenal metastasis and extreme leukocytosis. World J Clin Oncol 2017; 8:360-365. [PMID: 28848703 PMCID: PMC5554880 DOI: 10.5306/wjco.v8.i4.360] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2017] [Revised: 06/11/2017] [Accepted: 07/03/2017] [Indexed: 02/06/2023] Open
Abstract
Driver mutations in patients with non-small cell lung cancer (NSCLC) can lead to distinct behaviors and patterns of metastasis. Mutations in the proto-oncogene B-raf (BRAF) occur in approximately 3% of NSCLC cases. In the literature, reports of patients with lung adenocarcinomas metastasizing to the duodenum are rare, and most of the only 21 cases reported were from before the advent of next-generation sequencing. We present here a case involving a 57-year-old female who had a lytic lesion in her lesser trochanter. Biopsy showed metastatic adenocarcinoma of lung origin. Chest X-ray showed a large left upper lobe mass. Next-generation sequencing analysis confirmed the presence of BRAF V600Q mutation. The patient presented with persistent anemia and melena. Esophagogastroduodenoscopy confirmed the presence of duodenal metastasis. She also had suspected paraneoplastic leukemoid reaction. To our knowledge, this is only the second well-documented case of gastrointestinal metastasis from BRAF-mutated lung cancer.
Collapse
|