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Oh SY, Park S, Lee S, Lee EJ, Kim TH, Choi SJ, Park SY, Kim JH, Lim SM, Lee JB, Cho BC, Hong MH, Yun MR. The potential of lazertinib and amivantamab combination therapy as a treatment strategy for uncommon EGFR-mutated NSCLC. Cell Rep Med 2025:101929. [PMID: 39874964 DOI: 10.1016/j.xcrm.2025.101929] [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: 04/02/2024] [Revised: 09/28/2024] [Accepted: 01/03/2025] [Indexed: 01/30/2025]
Abstract
Uncommon epidermal growth factor receptor (EGFR) mutations in non-small cell lung cancer (NSCLC) pose therapeutic challenge due to limited response to EGFR tyrosine kinase inhibitors (TKIs). This study presents preclinical evidence and mechanistic insights into the combination of lazertinib, a third-generation EGFR-TKI; and amivantamab, an EGFR-MET bispecific antibody, for treating NSCLC with uncommon EGFR mutations. The lazertinib-amivantamab combination demonstrates significant antitumor activity in patient-derived models with uncommon EGFR mutations either before treatment or after progressing on EGFR-TKIs. Lazertinib enhances the inhibitory capacity of amivantamab by increasing its on-target expression. Notably, the combination surpasses afatinib, a first-line treatment for uncommon EGFR mutations in NSCLC, in terms of in vivo efficacy. Promising clinical activity is also observed in two case studies of patients treated with this combination (NCT04077463). Our findings highlight the potential of the lazertinib-amivantamab combination as a therapeutic strategy for uncommon EGFR mutations, an area of unmet medical need, and support further clinical investigation.
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Affiliation(s)
- Seung Yeon Oh
- Department of Medical Science, Graduated School of Medical Science, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sewon Park
- JEUK Institute for Cancer Research, JEUK Co., Ltd., Gumi-City, Kyungbuk, Republic of Korea
| | - Seoyoung Lee
- Division of Medical Oncology, Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Eun Ji Lee
- Department of Medical Science, Graduated School of Medical Science, Brain Korea 21 Project, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Tae Ho Kim
- Department of Research Support, Yonsei Biomedical Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Su-Jin Choi
- Department of Research Support, Yonsei Biomedical Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - So Young Park
- Department of Research Support, Yonsei Biomedical Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jae Hwan Kim
- Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sun Min Lim
- Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Jii Bum Lee
- Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Byoung Chul Cho
- Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea
| | - Min Hee Hong
- Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Severance Hospital, Yonsei University College of Medicine, Seoul, South Korea.
| | - Mi Ran Yun
- Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea; Yonsei New ΙΙ Han Institute for Integrative Lung Cancer Research, Yonsei University of Medicine, Seoul, Republic of Korea.
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Wang B, Yin Y, Wang A, Liu W, Chen J, Li T. SMR-guided molecular subtyping and machine learning model reveals novel prognostic biomarkers and therapeutic targets in non-small cell lung adenocarcinoma. Sci Rep 2025; 15:1640. [PMID: 39794414 PMCID: PMC11723915 DOI: 10.1038/s41598-025-85471-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 01/03/2025] [Indexed: 01/13/2025] Open
Abstract
Non-small cell lung adenocarcinoma (LUAD) is a markedly heterogeneous disease, with its underlying molecular mechanisms and prognosis prediction presenting ongoing challenges. In this study, we integrated data from multiple public datasets, including TCGA, GSE31210, and GSE13213, encompassing a total of 867 tumor samples. By employing Mendelian randomization (MR) analysis, machine learning techniques, and comprehensive bioinformatics approaches, we conducted an in-depth investigation into the molecular characteristics, prognostic markers, and potential therapeutic targets of LUAD. Our analysis identified 321 genes significantly associated with LUAD, with CENP-A, MCM7, and DLGAP5 emerging as highly connected nodes in network analyses. By performing correlation analysis and Cox regression analysis, we identified 26 prognostic genes and classified LUAD samples into two molecular subtypes with significantly distinct survival outcomes. The Random Survival Forest (RSF) model exhibited robust prognostic predictive capabilities across multiple independent cohorts (AUC > 0.75). Beyond merely predicting patient outcomes, this model also captures key features of the tumor immune microenvironment and potential therapeutic responses. Functional enrichment analysis revealed the complex interplay of cell cycle regulation, DNA repair, immune response, and metabolic reprogramming in the progression of LUAD. Furthermore, we observed a strong correlation between risk scores and the expression of specific cytokines, such as CCL17, CCR2, and CCL20, suggesting novel avenues for developing cytokine network-based therapeutic strategies. This study offers fresh insights into the molecular subtyping, prognostic prediction, and personalized therapeutic decision-making in LUAD, laying a critical foundation for future clinical applications and targeted therapy research.
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Affiliation(s)
- Baozhen Wang
- School of Clinical Medicine, Ningxia Medical University, 1160 Shengli Street, Yinchuan, Ningxia, 750004, China
- Key Laboratory of Fertility Preservation and Maintenance (Ningxia Medical University), Ministry of Education, 1160 Shengli Street, Yinchuan, Ningxia, 750004, China
- Department of Surgical Oncology II, The General Hospital of Ningxia Medical University, 804 Shengli Street, Yinchuan, Ningxia, 750004, China
| | - Yichen Yin
- School of Clinical Medicine, Ningxia Medical University, 1160 Shengli Street, Yinchuan, Ningxia, 750004, China
- Key Laboratory of Fertility Preservation and Maintenance (Ningxia Medical University), Ministry of Education, 1160 Shengli Street, Yinchuan, Ningxia, 750004, China
- Department of Surgical Oncology II, The General Hospital of Ningxia Medical University, 804 Shengli Street, Yinchuan, Ningxia, 750004, China
| | - Anqi Wang
- Key Laboratory of Fertility Preservation and Maintenance (Ningxia Medical University), Ministry of Education, 1160 Shengli Street, Yinchuan, Ningxia, 750004, China
- School of Basic Medical Sciences, Ningxia Medical University, 1160 Shengli Street, Yinchuan, Ningxia, 750004, China
| | - Weidi Liu
- School of Clinical Medicine, Ningxia Medical University, 1160 Shengli Street, Yinchuan, Ningxia, 750004, China
- Key Laboratory of Fertility Preservation and Maintenance (Ningxia Medical University), Ministry of Education, 1160 Shengli Street, Yinchuan, Ningxia, 750004, China
- Department of Surgical Oncology II, The General Hospital of Ningxia Medical University, 804 Shengli Street, Yinchuan, Ningxia, 750004, China
| | - Jing Chen
- Key Laboratory of Fertility Preservation and Maintenance (Ningxia Medical University), Ministry of Education, 1160 Shengli Street, Yinchuan, Ningxia, 750004, China.
- School of Basic Medical Sciences, Ningxia Medical University, 1160 Shengli Street, Yinchuan, Ningxia, 750004, China.
| | - Tao Li
- Department of Surgical Oncology II, The General Hospital of Ningxia Medical University, 804 Shengli Street, Yinchuan, Ningxia, 750004, China.
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Wang Y, Zhang G, Zhou Z, Zhang N, Jiang H, Liu Y, Fu T, Zhu Y, Li J. Antitumor Activity of a Bispecific Chimera Targeting EGFR and Met in Gefitinib-Resistant Non-Small Cell Lung Cancer. Adv Healthc Mater 2025; 14:e2402884. [PMID: 39586988 DOI: 10.1002/adhm.202402884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2024] [Revised: 09/28/2024] [Indexed: 11/27/2024]
Abstract
Non-small cell lung cancers (NSCLC) frequently acquire resistance to tyrosine kinase inhibitors (TKI) due to epidermal growth factor receptor (EGFR) mutation or activation of the bypass pathway involving mesenchymal-epithelial transition factor (Met). To address this challenge, a bispecific nanobody-aptamer chimera is designed to target mutated EGFR and Met simultaneously to block their cross-talk in NSCLC. The EGFR-Met chimera is cost-effectively engineered using microbial transglutaminase and click chemistry strategies. With enhanced binding affinity toward the target proteins, the as-developed chimera inhibits efficiently the cross-talk between signaling pathways associated with EGFR and Met. This inhibition leads to the suppression of downstream pathways, such as Erk and Akt, and induces upregulation of cell cycle arrest-related proteins, including Rb, p21, and p27. Additionally, the chimera activates the caspase-dependent apoptotic signaling pathway. Consequently, it inhibits cell migration, induces cell death, and causes cell cycle arrest in vitro. Moreover, the chimera exhibits significant antitumor efficacy in drug-resistant xenograft mouse models, showcasing improved tissue penetration and low toxicity. This study accentuates the potential of the bispecific EGFR-Met chimera as a promising therapeutic option for NSCLC resistant to EGFR TKIs.
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Affiliation(s)
- Ya Wang
- School of Chemistry and Materials, University of Science and Technology of China, Hefei, 230026, China
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
| | - Guixi Zhang
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
| | - Zhilan Zhou
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
| | - Ning Zhang
- School of Chemistry and Materials, University of Science and Technology of China, Hefei, 230026, China
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
| | - Hang Jiang
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
| | - Yichang Liu
- School of Pharmacy, Nantong University, Nantong, 226019, China
| | - Ting Fu
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
| | - Yingdi Zhu
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
| | - Juan Li
- School of Chemistry and Materials, University of Science and Technology of China, Hefei, 230026, China
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
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Zhang J, Zhang Z, Zhou Y, Huang C. Clinical effect of Almonertinib in treating epidermal growth factor receptor mutation-positive residual ground-glass opacities after stage I lung cancer resection. Am J Transl Res 2024; 16:7553-7562. [PMID: 39822544 PMCID: PMC11733316 DOI: 10.62347/toyk7025] [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: 07/13/2024] [Accepted: 10/31/2024] [Indexed: 01/19/2025]
Abstract
OBJECTIVE To investigate the clinical effect of Almonertinib in in patients with epidermal growth factor receptor (EGFR) mutation-positive residual ground-glass opacities following resection of stage I lung cancer. METHODS A retrospective analysis of 75 patients with EGFR mutation-positive residual ground-glass opacities post-stage I lung cancer surgery was conducted at Tianjin Medical University Cancer Institute and Hospital between January 2021 and December 2023. Patients were categorized into the control group (CG, n = 33, treated with pemetrexed and cisplatin) and the observation group (OG, n = 42, treated with Almonertinib). Cellular immune markers, tumor markers, CT nodule characteristics (size, density), malignancy risk scores before (T0) and after treatment (T1), treatment efficacy at T1, and adverse drug reactions were evaluated. RESULTS At T1, both groups showed an increase in CD3+ and CD4+ levels, and a decrease in CD8+ levels compared to T0. The OG group had significantly higher CD3+ and CD4+ levels and lower CD8+ levels compared to the CG group (all P < 0.05). Serum levels of IL-6, IL-8, and TNF-α decreased significantly in both groups at T1, with greater reductions observed in the OG group (all P < 0.05). Additionally, the OG group demonstrated a more substantial reduction in serum carcinoembryonic antigen, carbohydrate antigen 125, carbohydrate antigen 50, cytokeratin 19 fragment antigen 21-1, neuron-specific enolase, and carbohydrate antigen 19-9 levels compared to the CG group (all P < 0.05). Nodule size and density also decreased in both groups, with more significant reductions in the OG group at T1 (all P < 0.05). The Mayo and Brock model predictions indicated a significantly lower risk of malignancy at T1 in the OG group compared to T0 (all P < 0.05). The objective response rate (ORR) and disease control rate (DCR) were significantly higher in the OG group (P < 0.05), and adverse reaction rates were lower in the OG group compared to the CG group at T1 (all P < 0.05). CONCLUSION Almonertinib demonstrates good clinical efficacy and safety for the treatment of EGFR mutation-positive residual ground-glass opacities following stage I lung cancer resection.
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Affiliation(s)
- Jing Zhang
- Department of Integrative Oncology, Tianjin Cancer Hospital Airport HospitalTianjin 300000, China
- Department of Integrative Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and TherapyTianjin 300060, China
| | - Zhao Zhang
- Department of Anesthesiology, Tianjin Medical University Cancer Institute and HospitalTianjin 300060, China
- Department of Anesthesiology, Tianjin Cancer Hospital Airport HospitalTianjin 300000, China
| | - Ying Zhou
- Department of Integrative Oncology, Tianjin Cancer Hospital Airport HospitalTianjin 300000, China
- Department of Integrative Oncology, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and TherapyTianjin 300060, China
| | - Chongbiao Huang
- Department of Pancreatic Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin Key Laboratory of Cancer Prevention and TherapyTianjin 300060, China
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Goldman JW, Bueno AM, Dooms C, Jhaveri K, de Miguel M, Piha-Paul SA, Unni N, Zick A, Mahipal A, Suga JM, Naltet C, Antoñanzas M, Crown J, Bebchuk J, Eli LD, Lowenthal BH, Mahalingam D. Neratinib Efficacy in Patients With EGFR Exon 18-Mutant Non-Small-Cell Lung Cancer: Findings From the SUMMIT Basket Trial. Clin Lung Cancer 2024:S1525-7304(24)00266-3. [PMID: 39828466 DOI: 10.1016/j.cllc.2024.12.003] [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: 08/12/2024] [Revised: 11/21/2024] [Accepted: 12/05/2024] [Indexed: 01/22/2025]
Abstract
BACKGROUND Activating mutations in the epidermal growth factor receptor (EGFR) gene occur in 7% to 23% of patients with non-small-cell lung cancer (NSCLC). A small proportion of these (3-5%) are exon 18 mutations. Neratinib, an irreversible pan-HER tyrosine kinase inhibitor (TKI), had activity in the phase II SUMMIT basket study. We report efficacy and safety of neratinib in patients with EGFR exon 18-mutant NSCLC in SUMMIT, according to prior EGFR TKI treatment. PATIENTS AND METHODS Eligible patients had ECOG performance status 0-2. Prior EGFR TKIs, chemotherapy, and checkpoint inhibitors were allowed. Patients received neratinib (240 mg orally daily) and mandatory diarrhea prophylaxis with loperamide. The primary endpoint was objective response rate (ORR) at 8 weeks (ORR8); other endpoints included ORR, progression-free survival (PFS), duration of response, and safety. RESULTS Thirty-one patients were included (24/7 with/without prior TKI). ORR8 was 19.4% (95% CI 7.5-37.5); ORR was 32.3% (95% CI: 16.7-51.4); median PFS 5.75 months (95% CI: 2.27-9.23). Two of 7 patients with baseline central nervous system metastasis had partial responses (median PFS 3.6 months; 95% CI: 1.9-9.1). Six patients with G719A/X/C mutations had partial responses >10 months. Diarrhea was generally controlled (10% grade 3, no grade 4; one patient discontinued treatment because of diarrhea). CONCLUSION Neratinib had meaningful activity in selected patients with EGFR exon 18-mutant NSCLC, including patients pretreated with ≥1 TKI. Diarrhea was generally low grade. Given the lack of effective treatments after EGFR TKI failure for NSCLC with uncommon mutations, further examination of neratinib is warranted.
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Affiliation(s)
| | | | - Christophe Dooms
- University Hospitals Leuven, Respiratory Diseases, Leuven, Belgium
| | - Komal Jhaveri
- Memorial Sloan Kettering Cancer Center, New York, NY
| | | | | | - Nisha Unni
- The University of Texas Southwestern Medical Center, Dallas, TX
| | - Aviad Zick
- Hadassah Medical Center Hebrew University of Jerusalem, Oncology, Jerusalem, Israel
| | | | | | | | | | - John Crown
- St Vincent's University Hospital, Oncology, Dublin, Ireland
| | | | - Lisa D Eli
- Puma Biotechnology Inc., Los Angeles, CA
| | | | - Devalingam Mahalingam
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University, Medicine, Chicago, IL
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Alanzi AR, Moussa AY, Alsalhi MS, Nawaz T, Ali I. Integration of pharmacophore-based virtual screening, molecular docking, ADMET analysis, and MD simulation for targeting EGFR: A comprehensive drug discovery study using commercial databases. PLoS One 2024; 19:e0311527. [PMID: 39652601 PMCID: PMC11627428 DOI: 10.1371/journal.pone.0311527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 09/06/2024] [Indexed: 12/12/2024] Open
Abstract
The epidermal growth factor receptor (EGFR), a crucial component of cellular signaling pathways, is frequently dysregulated in a range of cancers. EGFR targeting has become a viable approach in the development of anti-cancer medications. This study employs an integrated approach to drug discovery, combining multiple computational methodologies to identify potential EGFR inhibitors. The co-crystal ligand for the EGFR protein (R85) (PDB ID: 7AEI) was employed as a model for developing pharmacophore hypotheses. Nine databases underwent a ligand-based virtual screening, and 1271 hits meeting the screening criteria were chosen. EGFR protein crystal structure was obtained from the PDB database (PDB ID: 7AEI) and prepared. The hit compounds identified during virtual screening were docked to the prepared EGFR receptor to predict binding affinities by using the glide tool's standard precision mode. The top ten compounds were chosen, and their affinities of binding ranged from -7.691 to -7.338 kcal/mol. The ADMET properties of the selected compounds were predicted, and three compounds MCULE-6473175764, CSC048452634, and CSC070083626 showed better QPPCaco values compared to other identified compounds, so these were selected for further stability analysis. To confirm the stability of the protein-ligand complexes, a 200 ns molecular dynamics (MD) simulation was run using the binding sites of the top three compounds against the EGFR receptor. These results suggest that the selected compounds may be lead compounds in suppressing the biological activity of EGFR, additional experimental investigation is required.
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Affiliation(s)
- Abdullah R. Alanzi
- Department of Pharmacognosy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Ashaimaa Y. Moussa
- Faculty of Pharmacy, Department of Pharmacognosy, Ain-Shams University, Cairo, Egypt
| | - Mohammed S. Alsalhi
- Department of Pharmaceutical Chemistry, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Tayyab Nawaz
- Department of Mathematics, University of Illinois at Urbana Champaign, Champaign, IL, United States of America
| | - Ijaz Ali
- Centre for Applied Mathematics and Bioinformatics (CAMB), Gulf University for Science and Technology, Hawally, Kuwait
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Huang Z, Han Z, Zheng K, Zhang Y, Liang Y, Zhu X, Zhou J. Development and application of a predictive model for survival and drug therapy based on COVID-19-related lncRNAs in non-small cell lung cancer. Medicine (Baltimore) 2024; 103:e40629. [PMID: 39654255 PMCID: PMC11631024 DOI: 10.1097/md.0000000000040629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 12/29/2023] [Accepted: 11/04/2024] [Indexed: 12/12/2024] Open
Abstract
Numerous studies have substantiated the pivotal role of long non-coding RNAs (lncRNAs) in the progression of non-small cell lung cancer (NSCLC) and the prognosis of afflicted patients. Notably, individuals with NSCLC may exhibit heightened vulnerability to the novel coronavirus disease (COVID-19), resulting in a more unfavorable prognosis subsequent to infection. Nevertheless, the impact of COVID-19-related lncRNAs on NSCLC remains unexplored. The aim of our study was to develop an innovative model that leverages COVID-19-related lncRNAs to optimize the prognosis of NSCLC patients. Pertinent genes and patient data were procured from reputable databases, including TCGA, Finngen, and RGD. Through co-expression analysis, we identified lncRNAs associated with COVID-19. Subsequently, we employed univariate, LASSO, and multivariate COX regression techniques to construct a risk model based on these COVID-19-related lncRNAs. The validity of the risk model was assessed using KM analysis, PCA, and ROC. Furthermore, functional enrichment analysis was conducted to elucidate the functional pathways linked to the identified lncRNAs. Lastly, we performed TME analysis and predicted the drug sensitivity of the model. Based on risk scores, patients were categorized into high- and low-risk subgroups, revealing distinct clinicopathological factors, immune pathways, and chemotherapy sensitivity between the subgroups. Four COVID-19-related lncRNAs (AL161431.1, AC079949.1, AC123595.1, and AC108136.1) were identified as potential candidates for constructing prognostic prediction models for NSCLC. We also observed a positive correlation between risk score and MDSC, exclusion, and CAF. Additionally, two immune pathways associated with high-risk and low-risk subgroups were identified. Our findings further support the association between COVID-19 infection and neuroactive ligand-receptor interaction, as well as steroid metabolism in NSCLC. Moreover, we identified several highly sensitive chemotherapy drugs for NSCLC treatment. The developed model holds significant value in predicting the prognosis of NSCLC patients and guiding treatment decisions.
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Affiliation(s)
- Ziyuan Huang
- Department of Clinical Laboratory, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, China
- The Second Affiliated Hospital, Guangdong Medical University, Zhanjiang, China
| | - Zenglei Han
- Department of Pathology, Qingdao Municipal Hospital, Qingdao, China
| | - Kairong Zheng
- The Second Affiliated Hospital, Guangdong Medical University, Zhanjiang, China
| | - Yidan Zhang
- The Second Affiliated Hospital, Guangdong Medical University, Zhanjiang, China
| | - Yanjun Liang
- The Second Affiliated Hospital, Guangdong Medical University, Zhanjiang, China
| | - Xiao Zhu
- The Second Affiliated Hospital, Guangdong Medical University, Zhanjiang, China
- The Marine Biomedical Research Institute of Guangdong Zhanjiang, School of Ocean and Tropical Medicine, Guangdong Medical University, Zhanjiang, China
| | - Jiajun Zhou
- Department of Clinical Laboratory, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, China
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Pisapia P, Russo A, De Luca C, Pepe F, Drago F, Rolfo C, Troncone G, Malapelle U. The relevance of the reference range for EGFR testing in non-small cell lung cancer patients. Lung Cancer 2024; 198:108002. [PMID: 39509773 DOI: 10.1016/j.lungcan.2024.108002] [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: 09/03/2024] [Revised: 10/24/2024] [Accepted: 10/25/2024] [Indexed: 11/15/2024]
Abstract
INTRODUCTION Identifying mutations in the epidermal growth factor receptor (EGFR) gene is crucial for individualized treatment of non-small cell lung cancer (NSCLC) patients. Accordingly, several methodologies and instruments are now commercially available to detect these alterations. The aim of this study was to examine the performance of next generation sequencing (NGS) in detecting both common and uncommon EGFR gene mutations in advanced NSCLC patients. METHODS We retrospectively retrieved molecular data from n = 1312 advanced stage NSCLC patients tested by our NGS DNA-based panel (namely SiRe® panel) from January 2018 to December 2022. We subsequently compared the NGS results with the reference ranges of the most popular real time PCR (RT-qPCR) assays (cobas® EGFR Mutation Test v2, EasyPGX® ready EGFR, Idylla™ EGFR mutation test, and therascreen® EGFR Plus RGQ). RESULTS Overall, NGS detected n = 234 mutations in n = 192 (15.9 %) patients. Conversely, when these results were compared with the reference ranges of the four most common commercially available RT-qPCR assays, far fewer mutations were identified: n = 18 (9.4 %), n = 17 (8.9 %), n = 17 (8.9 %), and n = 18 (9.4 %) mutations. These results suggest that if patients were tested solely using RT-qPCR assays, a substantial proportion would have been ineligible for targeted therapies. CONCLUSIONS Our study highlights that NGS is able to identify a much higher number of actionable EGFR mutations than RT-qPCR approaches, thereby providing many more patients the opportunity to receive targeted EGFR treatments.
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Affiliation(s)
- Pasquale Pisapia
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Alessandro Russo
- Medical Oncology, Humanitas Istituto Clinico Catanese, Catania, Italy
| | - Caterina De Luca
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Francesco Pepe
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Francesco Drago
- Department of Public Health, University of Naples Federico II, Naples, Italy
| | - Christian Rolfo
- Department of Internal Medicine, Division of Medical Oncology, The Arthur G. James Comprehensive Cancer Center, Columbus, OH, USA
| | - Giancarlo Troncone
- Department of Public Health, University of Naples Federico II, Naples, Italy.
| | - Umberto Malapelle
- Department of Public Health, University of Naples Federico II, Naples, Italy
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He Y, Wu Y, He R, Xu M, Chen H, Meng Y, Zheng L, Wang L. Case report: Favorable efficacy of combined afatinib and anlotinib treatment in a lung adenocarcinoma patient harboring uncommon EGFR L858M/L861R mutations. Front Pharmacol 2024; 15:1437086. [PMID: 39679364 PMCID: PMC11638705 DOI: 10.3389/fphar.2024.1437086] [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: 05/23/2024] [Accepted: 11/18/2024] [Indexed: 12/17/2024] Open
Abstract
Targeted therapy has significantly prolonged survival of non-small cell lung cancer (NSCLC) patients carrying common EGFR mutations, but the standard care for patients with rare mutations has not been well established. Here, we report a 65-year-old female diagnosed with stage IIIC lung adenocarcinoma located in the right inferior lobe, harboring uncommon EGFR L858M/L861R mutations. Remarkably, 24 days post-treatment of afatinib and anlotinib, chest CT scans demonstrated significant shrinkage of primary lesion, indicating a partial response. Except for mild hand-foot syndrome and diarrhea, no other severe adverse symptoms were observed throughout treatment. The patient, now on combination therapy for exceeding 12 months, exhibits further decreased tumor size and a high quality of life. This case underscores the importance of precise molecular diagnosis in guiding therapeutic strategies and provides a valuable reference for clinical decision-making in EGFR-positive NSCLC cases with atypical mutations.
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Affiliation(s)
- Yueming He
- Department of Respiratory and Critical Care Medicine, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, China
| | - Yitao Wu
- Department of Respiratory and Critical Care Medicine, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, China
| | - Rongqi He
- Department of Thoracic Surgery, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, China
| | - Meng Xu
- Department of Respiratory and Critical Care Medicine, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, China
| | - Heshan Chen
- Department of Thoracic Surgery, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, China
| | - Yiran Meng
- Department of R&D, Hangzhou Repugene Technology Co., Ltd., Hangzhou, China
| | - Liuqing Zheng
- Department of R&D, Hangzhou Repugene Technology Co., Ltd., Hangzhou, China
| | - Li Wang
- Department of R&D, Hangzhou Repugene Technology Co., Ltd., Hangzhou, China
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10
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Kim Y, Oh HC, Lee S, Kim HH. Saturation profiling of drug-resistant genetic variants using prime editing. Nat Biotechnol 2024:10.1038/s41587-024-02465-z. [PMID: 39533107 DOI: 10.1038/s41587-024-02465-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Accepted: 10/04/2024] [Indexed: 11/16/2024]
Abstract
Methods to characterize the functional effects of genetic variants of uncertain significance (VUSs) have been limited by incomplete coverage of the mutational space. In clinical oncology, drug resistance arising from VUSs can prevent optimal treatment. Here we introduce PEER-seq, a high-throughput method based on prime editing that can evaluate the functional effects of single-nucleotide variants (SNVs). PEER-seq introduces both intended SNVs and synonymous marker mutations using prime editing and deep sequences the endogenous target regions to identify the introduced SNVs. We generate and functionally evaluate 2,476 SNVs in the epidermal growth factor receptor gene (EGFR), including 99% of all possible variants in the canonical tyrosine kinase domain. We determined resistance profiles of 95% of all possible EGFR protein variants encoded in the whole tyrosine kinase domain against the common tyrosine kinase inhibitors afatinib, osimertinib and osimertinib in the presence of the co-occurring substitution T790M, in PC-9 cells. Our study has the potential to substantially improve the precision of therapeutic choices in clinical settings.
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Affiliation(s)
- Younggwang Kim
- Department of Pharmacology, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Pathology, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- Department of Biomedicine & Health Sciences, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hyeong-Cheol Oh
- Department of Pharmacology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seungho Lee
- Department of Pharmacology, Yonsei University College of Medicine, Seoul, Republic of Korea
- Seoul National University Hospital, Department of Surgery, Seoul, Republic of Korea
| | - Hyongbum Henry Kim
- Department of Pharmacology, Yonsei University College of Medicine, Seoul, Republic of Korea.
- Graduate School of Medical Science, Brain Korea 21 Plus Project for Medical Sciences, Yonsei University College of Medicine, Seoul, Republic of Korea.
- Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea.
- Center for Nanomedicine, Institute for Basic Science (IBS), Seoul, Republic of Korea.
- Yonsei-IBS Institute, Yonsei University, Seoul, Republic of Korea.
- Woo Choo Lee Institute for Precision Drug Development, Yonsei University College of Medicine, Seoul, Republic of Korea.
- Institute for Immunology and Immunological Diseases, Yonsei University College of Medicine, Seoul, Republic of Korea.
- Won-Sang Lee Institute for Hearing Loss, Yonsei University College of Medicine, Seoul, Republic of Korea.
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11
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Li X, Liu J, Zhang J, Wang Y, He J, Zhang H. The association between breast cancer and lung cancer: a bidirectional Mendelian randomization study. Sci Rep 2024; 14:26942. [PMID: 39505936 PMCID: PMC11541960 DOI: 10.1038/s41598-024-76314-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 10/14/2024] [Indexed: 11/08/2024] Open
Abstract
With increasing life spans, breast cancer (BC) survivors may face the possibility of developing second primary cancer (SPC), which can considerably shorten survival. Lung cancer (LC) is a common SPC among BC survivors. This study explored the association between these two cancers through Mendelian randomization (MR) analysis. A bidirectional two-sample MR analysis was conducted with BC genome-wide association study (GWAS) data from the Breast Cancer Association Consortium (BCAC) included 228,951 individuals and the GWAS summary statistics from the Transdisciplinary Research in Cancer of the Lung (TRICL) of LC included 112,781 individuals. The IVW method and MR-RAPS method showed a causal effect of overall BC on lung adenocarcinoma (LUAD) (IVW: OR = 1.060, 95% CI = 1.008-1.116, P = 0.024; MR-RAPS: OR = 1.059, 95% CI = 1.005-1.116, P = 0.033), which indicated that patients with BC had an increased risk of LUAD. However, there is no strong evidence for a causal effect of LUAD on BC. Our study revealed a causal effect of BC on second primary LUAD, suggesting that we should intensify screening for second primary LC in BC survivors. Early intervention and treatment for patients with second primary LC are needed to reduce mortality in BC survivors.
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Affiliation(s)
- Xiaoqian Li
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, 277 West Yanta Road, Xi'an, 710061, China
| | - Junjie Liu
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, 277 West Yanta Road, Xi'an, 710061, China
| | - Jingyi Zhang
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, 277 West Yanta Road, Xi'an, 710061, China
| | - Yidi Wang
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, 277 West Yanta Road, Xi'an, 710061, China
| | - Jianjun He
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, 277 West Yanta Road, Xi'an, 710061, China.
| | - Huimin Zhang
- Department of Breast Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, 277 West Yanta Road, Xi'an, 710061, China.
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12
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Priantti JN, Fujiwara Y, Aquino de Moraes FC, Michelon I, Castro C, Leighl NB, Cavalcante L, Addeo A, Bar J, Horita N, Cortellini A, Nassar AH, Vilbert M, Naqash AR. Safety and Efficacy of Osimertinib in Patients With Non-Small-Cell Lung Cancer and Uncommon Tumoral Epidermal Growth Factor Receptor Mutations: A Systematic Review and Single-Arm Meta-Analysis. JCO Precis Oncol 2024; 8:e2400331. [PMID: 39576954 DOI: 10.1200/po.24.00331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 09/12/2024] [Accepted: 10/11/2024] [Indexed: 11/24/2024] Open
Abstract
PURPOSE The activity of osimertinib is not fully characterized in non-small-cell lung cancer (NSCLC) with uncommon epidermal growth factor receptor (EGFR) mutations. Therefore, we conducted a systematic review and meta-analysis to assess the safety and efficacy of osimertinib in patients with NSCLC harboring uncommon somatic EGFR mutations. METHODS PubMed, Embase, and the Cochrane Library were searched for eligible studies reporting the efficacy and safety of osimertinib in NSCLC with uncommon EGFR mutations defined as any mutations other than exon 19 deletion, L858R and T790M mutations, and exon 20 insertion, except when in compound. Then, we performed a meta-analysis to pool survival outcomes and antitumoral activity, including intracranial (ic) response and adverse events. RESULTS Fifteen studies comprising 594 patients were included. The most frequently observed uncommon solitary mutations were G719X in 25% (81/327) of patients and L861Q in 21% (69/327). The most common compound mutations were G719X with T790M in 12% (23/192) of patients and G719X with S768I in 11% (22/192). Pooled analysis showed an objective response rate (ORR) of 51.30% (95% CI, 45.80 to 56.81), a disease control rate (DCR) of 90.11% (95% CI, 86.27 to 92.96), a median progression-free survival of 9.71 months (95% CI, 7.96 to 11.86), and a median overall survival of 16.79 months (95% CI, 9.93 to 28.39). icORR was 45.96% (95% CI, 30.18 to 62.17), and icDCR was 95.76% (95% CI, 69.84 to 100). Osimertinib was well tolerated with a frequency of grade 3 or more adverse events of 21.77% (95% CI, 6.24 to 43.33). CONCLUSION Osimertinib demonstrated robust response in NSCLC harboring uncommon EGFR mutations, without unanticipated safety concerns.
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Affiliation(s)
- Jonathan N Priantti
- Department of Internal Medicine, School of Medicine, Federal University of Amazonas-UFAM, Manaus, Brazil
| | - Yu Fujiwara
- Department of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY
| | | | | | | | - Natasha B Leighl
- Department of Medical Oncology and Hematology, University Health Network, Princess Margaret Cancer Centre, Toronto, ON, Canada
| | - Ludimila Cavalcante
- Department of Hematology/Oncology, University of Virginia Comprehensive Cancer Center, Charlottesville, VA
| | - Alfredo Addeo
- Department of Oncology, University Hospital HUG, Geneva, Switzerland
| | - Jair Bar
- Sheba Medical Center, Ramat Gan, Israel
| | - Nobuyuki Horita
- Chemotherapy Center, Yokohama City University Hospital, Yokohama, Japan
| | - Alessio Cortellini
- Operative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
- Department of Surgery and Cancer, Imperial College London, London, United Kingdom
| | - Amin H Nassar
- Department of Hematology/ Oncology, Yale New Haven Hospital, New Haven, CT
| | - Maysa Vilbert
- Massachusetts General Hospital Cancer Center, Boston, MA
| | - Abdul Rafeh Naqash
- Medical Oncology/TSET Phase 1 Program, Stephenson Cancer Center, University of Oklahoma, Oklahoma City, OK
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13
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Chen L, Chen WD, Xu YX, Ren YY, Zheng C, Lin YY, Zhou JL. Strategies for enhancing non-small cell lung cancer treatment: Integrating Chinese herbal medicines with epidermal growth factor receptor-tyrosine kinase inhibitors therapy. Eur J Pharmacol 2024; 980:176871. [PMID: 39117263 DOI: 10.1016/j.ejphar.2024.176871] [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: 04/18/2024] [Revised: 07/20/2024] [Accepted: 08/05/2024] [Indexed: 08/10/2024]
Abstract
Non-small cell lung cancer (NSCLC) poses a global health threat, and epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) such as gefitinib, afatinib, and osimertinib have achieved significant success in clinical treatment. However, the emergence of resistance limits the long-term efficacy of these treatments, necessitating urgent exploration of novel EGFR-TKIs. This review provides an in-depth summary and exploration of the resistance mechanisms associated with EGFR-TKIs, with a specific focus on representative drugs like gefitinib, afatinib, and osimertinib. Additionally, the review introduces a therapeutic strategy involving the combination of Chinese herbal medicines (CHMs) and chemotherapy drugs, highlighting the potential role of CHMs in overcoming NSCLC resistance. Through systematic analysis, we elucidate the primary resistance mechanisms of EGFR-TKIs in NSCLC treatment, emphasizing CHMs as potential treatment medicines and providing a fresh perspective for the development of next-generation EGFR-TKIs. This comprehensive review aims to guide the application of CHMs in combination therapy for NSCLC management, fostering the development of more effective and comprehensive treatment modalities to ultimately enhance patient outcomes.
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Affiliation(s)
- Lin Chen
- School of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China; Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines; Engineering Laboratory of Development and Application of Traditional Chinese Medicines; Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China
| | - Wen-Da Chen
- School of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China; Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines; Engineering Laboratory of Development and Application of Traditional Chinese Medicines; Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China
| | - Yu-Xin Xu
- School of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China; Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines; Engineering Laboratory of Development and Application of Traditional Chinese Medicines; Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China
| | - Ying-Ying Ren
- School of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China; Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines; Engineering Laboratory of Development and Application of Traditional Chinese Medicines; Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China
| | - Cheng Zheng
- Zhejiang Institute for Food and Drug Control, NMPA Key Laboratory for Quality Evaluation of Traditional Chinese Medicine, Hangzhou, 310052, China.
| | - Yuan-Yuan Lin
- School of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China; Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines; Engineering Laboratory of Development and Application of Traditional Chinese Medicines; Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China.
| | - Jian-Liang Zhou
- School of Pharmacy, Hangzhou Normal University, Hangzhou, Zhejiang, 311121, China; Key Laboratory of Elemene Class Anti-Cancer Chinese Medicines; Engineering Laboratory of Development and Application of Traditional Chinese Medicines; Collaborative Innovation Center of Traditional Chinese Medicines of Zhejiang Province, Hangzhou Normal University, Hangzhou, Zhejiang 311121, China.
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14
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Dakal TC, Dhakar R, Beura A, Moar K, Maurya PK, Sharma NK, Ranga V, Kumar A. Emerging methods and techniques for cancer biomarker discovery. Pathol Res Pract 2024; 262:155567. [PMID: 39232287 DOI: 10.1016/j.prp.2024.155567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Revised: 08/24/2024] [Accepted: 08/28/2024] [Indexed: 09/06/2024]
Abstract
Modern cancer research depends heavily on the identification and validation of biomarkers because they provide important information about the diagnosis, prognosis, and response to treatment of the cancer. This review will provide a comprehensive overview of cancer biomarkers, including their development phases and recent breakthroughs in transcriptomics and computational techniques for detecting these biomarkers. Blood-based biomarkers have great potential for non-invasive tumor dynamics and treatment response monitoring. These include circulating tumor DNA, exosomes, and microRNAs. Comprehensive molecular profiles are provided by multi-omic technologies, which combine proteomics, metabolomics, and genomes to support the identification of biomarkers and the targeting of therapeutic interventions. Genetic changes are detected by next-generation sequencing, and patterns of protein expression are found by protein arrays and mass spectrometry. Tumor heterogeneity and clonal evolution can be understood using metabolic profiling and single-cell studies. It is projected that the use of several biomarkers-genetic, protein, mRNA, microRNA, and DNA profiles, among others-will rise, enabling multi-biomarker analysis and improving individualised treatment plans. Biomarker identification and patient outcome prediction are further improved by developments in AI algorithms and imaging techniques. Robust biomarker validation and reproducibility require cooperation between industry, academia, and doctors. Biomarkers can provide individualized care, meet unmet clinical needs, and enhance patient outcomes despite some obstacles. Precision medicine will continue to take shape as scientific research advances and the integration of biomarkers with cutting-edge technologies continues to offer a more promising future for personalized cancer care.
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Affiliation(s)
- Tikam Chand Dakal
- Genome and Computational Biology Lab, Department of Biotechnology, Mohanlal Sukhadia University, Udaipur, Rajasthan 313001, India.
| | - Ramgopal Dhakar
- Deparment of Life Science, Mewar University, Chittorgarh, Rajasthan 312901, India
| | - Abhijit Beura
- Institute of Bioinformatics, International Technology Park, Bangalore, Karnataka, India
| | - Kareena Moar
- Department of Biochemistry, Central University of Haryana, Mahendergarh, Haryana 123031, India
| | - Pawan Kumar Maurya
- Department of Biochemistry, Central University of Haryana, Mahendergarh, Haryana 123031, India
| | - Narendra Kumar Sharma
- Deparment of Bioscience and Biotechnology, Banasthali Vidyapith, Tonk, Rajasthan 304022, India
| | - Vipin Ranga
- DBT-NECAB, Assam Agriculture University, Jorhat, Assam 785013, India
| | - Abhishek Kumar
- Institute of Bioinformatics, International Technology Park, Bangalore, Karnataka, India; Manipal Academy of Higher Education (MAHE) Manipal, Karnataka, India.
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15
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Hu Y, Geng Y, Wang H, Chen H, Wang Z, Fu L, Huang B, Jiang W. Improved Prediction of Epidermal Growth Factor Receptor Status by Combined Radiomics of Primary Nonsmall-Cell Lung Cancer and Distant Metastasis. J Comput Assist Tomogr 2024; 48:780-788. [PMID: 38498926 DOI: 10.1097/rct.0000000000001591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2024]
Abstract
OBJECTIVES This study aimed to investigate radiomics based on primary nonsmall-cell lung cancer (NSCLC) and distant metastases to predict epidermal growth factor receptor (EGFR) mutation status. METHODS A total of 290 patients (mean age, 58.21 ± 9.28) diagnosed with brain (BM, n = 150) or spinal bone metastasis (SM, n = 140) from primary NSCLC were enrolled as a primary cohort. An external validation cohort, consisting of 69 patients (mean age, 59.87 ± 7.23; BM, n = 36; SM, n = 33), was enrolled from another center. Thoracic computed tomography-based features were extracted from the primary tumor and peritumoral area and selected using the least absolute shrinkage and selection operator regression to build a radiomic signature (RS-primary). Contrast-enhanced magnetic resonance imaging-based features were calculated and selected from the BM and SM to build RS-BM and RS-SM, respectively. The RS-BM-Com and RS-SM-Com were developed by integrating the most important features from the primary tumor, BM, and SM. RESULTS Six computed tomography-based features showed high association with EGFR mutation status: 3 from intratumoral and 3 from peritumoral areas. By combination of features from primary tumor and metastases, the developed RS-BM-Com and RS-SM-Com performed well with areas under curve in the training (RS-BM-Com vs RS-BM, 0.936 vs 0.885, P = 0.177; RS-SM-Com vs RS-SM, 0.929 vs 0.843, P = 0.003), internal validation (RS-BM-Com vs RS-BM, 0.920 vs 0.858, P = 0.492; RS-SM-Com vs RS-SM, 0.896 vs 0.859, P = 0.379), and external validation (RS-BM-Com vs RS-BM, 0.882 vs 0.805, P = 0.263; RS-SM-Com vs RS-SM, 0.865 vs 0.816, P = 0.312) cohorts. CONCLUSIONS This study indicates that the accuracy of detecting EGFR mutations significantly enhanced in the presence of metastases in primary NSCLC. The established radiomic signatures from this approach may be useful as new predictors for patients with distant metastases.
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Affiliation(s)
- Yue Hu
- From the Department of Radiation Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing
| | - Yikang Geng
- School of Intelligent Medicine, China Medical University, Liaoning
| | - Huan Wang
- Radiation Oncology Department of Thoracic Cancer, Cancer Hospital of Dalian University of Technology (Liaoning Cancer Hospital & Institute), Liaoning
| | - Huanhuan Chen
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang
| | - Zekun Wang
- Department of Medical Iconography, Liaoning Cancer Hospital & Institute, Liaoning
| | - Langyuan Fu
- School of Intelligent Medicine, China Medical University, Liaoning
| | - Bo Huang
- Department of Pathology, Liaoning Cancer Hospital and Institute, Liaoning
| | - Wenyan Jiang
- Department of Scientific Research and Academic, Liaoning Cancer Hospital and Institute, Liaoning, People's Republic of China
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16
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Chen T, Zhang P, Cong XF, Wang YY, Li S, Wang H, Zhao SR, Sun XJ. Synergistic antitumor activity of baicalein combined with almonertinib in almonertinib-resistant non-small cell lung cancer cells through the reactive oxygen species-mediated PI3K/Akt pathway. Front Pharmacol 2024; 15:1405521. [PMID: 39144617 PMCID: PMC11322074 DOI: 10.3389/fphar.2024.1405521] [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: 03/23/2024] [Accepted: 07/01/2024] [Indexed: 08/16/2024] Open
Abstract
Introduction Almonertinib is an important third-generation epidermal growth factor receptor tyrosine kinase inhibitor (EGFR-TKI) exhibiting high selectivity to EGFR-sensitizing and T790M-resistant mutations. Almonertinib resistance is a major obstacle in clinical use. Baicalein possesses antitumor properties, but its mechanism of antitumor action against almonertinib-resistant non-small cell lung cancer (NSCLC) remains unelucidated. Methods CCK-8 assay was used to examine the survival rate of H1975/AR and HCC827/AR cells following treatment for 24 h with different concentrations of baicalein, almonertinib or their combination. The changes in colony formation ability, apoptosis, and intracellular reactive oxygen species (ROS) levels of the treated cells were analyzed using colony formation assay and flow cytometry. Western blotting was performed to detect the changes in protein expressions in the cells. The effects of pre-treatment with NAC on proliferation, apoptosis, and PI3K/Akt signaling pathway were observed in baicalein- and/or almonertinib-treated cells. A nude mouse model bearing subcutaneous HCC827/AR cell xenograft were treated with baicalein (20 mg/kg) or almonertinib (15 mg/kg), and the tumor volume and body mass changes was measured. Results Both baicalein and almonertinib represses the viability of HCC827/AR and H1975/AR cells in a concentration-dependent manner. Compared with baicalein or almonertinib alone, the combined application of the two drugs dramatically attenuates cell proliferation; triggers apoptosis; causes cleavage of Caspase-3, PARP, and Caspase-9; downregulates the protein expressions of p-PI3K and p-Akt; and significantly inhibits tumor growth in nude mice. Furthermore, baicalein combined with almonertinib results in massive accumulation of reactive oxygen species (ROS) and preincubation with N-acetyl-L-cysteine (ROS remover) prevents proliferation as well as inhibits apoptosis induction, with partial recovery of the decline of p-PI3K and p-Akt. Discussion The combination of baicalein and almonertinib can improve the antitumor activity in almonertinib-resistant NSCLC through the ROS-mediated PI3K/Akt pathway.
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Affiliation(s)
- Teng Chen
- School of Pharmacy, Bengbu Medical University, Bengbu, China
| | - Pei Zhang
- School of Pharmacy, Bengbu Medical University, Bengbu, China
- Anhui Engineering Technology Research Center of Biochemical Pharmaceuticals, Bengbu, China
| | - Xiao-Fan Cong
- School of Pharmacy, Bengbu Medical University, Bengbu, China
| | - Yuan-Yuan Wang
- School of Pharmacy, Bengbu Medical University, Bengbu, China
| | - Shuo Li
- School of Pharmacy, Bengbu Medical University, Bengbu, China
| | - Hao Wang
- School of Pharmacy, Bengbu Medical University, Bengbu, China
| | - Su-Rong Zhao
- School of Pharmacy, Bengbu Medical University, Bengbu, China
- Anhui Engineering Technology Research Center of Biochemical Pharmaceuticals, Bengbu, China
| | - Xiao-Jin Sun
- School of Pharmacy, Bengbu Medical University, Bengbu, China
- Anhui Engineering Technology Research Center of Biochemical Pharmaceuticals, Bengbu, China
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17
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Cheung WY, Carbonell C, Navani V, Sangha RS, Ewara EM, Elia-Pacitti J, Iczkovitz S, Jarada TN, Warkentin MT. Real-World Treatment Patterns, Health Outcomes, and Healthcare Resource Use in Advanced Common EGFR-Positive Non-Small Cell Lung Cancer Patients Treated with Osimertinib in Alberta. Curr Oncol 2024; 31:4382-4396. [PMID: 39195310 PMCID: PMC11352775 DOI: 10.3390/curroncol31080327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 07/22/2024] [Accepted: 07/26/2024] [Indexed: 08/29/2024] Open
Abstract
There is limited information on the treatment trajectory and outcomes of patients with advanced cEGFRm NSCLC treated with osimertinib in routine clinical practice in Canada. By using and analyzing population-based administrative data and detailed chart abstraction in the province of Alberta, our objective was to capture Canadian-specific real-world treatment patterns, health outcomes, and healthcare resource utilization (HCRU) in advanced cEGFRm NSCLC patients who were (a) treated with osimertinib and (b) those receiving treatment after osimertinib. In our study cohort, we found that the overall survival rates for real-world patients receiving osimertinib were less favorable than those observed in clinical trials (24.0 versus 38.6 months). The attrition rate after osimertinib was substantial and high HCRU persisted across many years after diagnosis and treatment. This study provides important real-world evidence on contemporary survival, treatment patterns, and healthcare use among cEGFRm NSCLC patients treated with osimertinib and suggests that further research efforts are needed to improve therapeutic options in both the first and subsequent line settings.
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Affiliation(s)
- Winson Y. Cheung
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada (T.N.J.)
| | - Chantelle Carbonell
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada (T.N.J.)
| | - Vishal Navani
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada (T.N.J.)
| | - Randeep S. Sangha
- Department of Oncology, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | | | | | - Sandra Iczkovitz
- Johnson & Johnson Innovative Medicine, Toronto, ON M3C 1L9, Canada
| | - Tamer N. Jarada
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada (T.N.J.)
| | - Matthew T. Warkentin
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada (T.N.J.)
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18
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Ozturk K, Panwala R, Sheen J, Ford K, Jayne N, Portell A, Zhang DE, Hutter S, Haferlach T, Ideker T, Mali P, Carter H. Interface-guided phenotyping of coding variants in the transcription factor RUNX1. Cell Rep 2024; 43:114436. [PMID: 38968069 PMCID: PMC11345852 DOI: 10.1016/j.celrep.2024.114436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 05/15/2024] [Accepted: 06/19/2024] [Indexed: 07/07/2024] Open
Abstract
Single-gene missense mutations remain challenging to interpret. Here, we deploy scalable functional screening by sequencing (SEUSS), a Perturb-seq method, to generate mutations at protein interfaces of RUNX1 and quantify their effect on activities of downstream cellular programs. We evaluate single-cell RNA profiles of 115 mutations in myelogenous leukemia cells and categorize them into three functionally distinct groups, wild-type (WT)-like, loss-of-function (LoF)-like, and hypomorphic, that we validate in orthogonal assays. LoF-like variants dominate the DNA-binding site and are recurrent in cancer; however, recurrence alone does not predict functional impact. Hypomorphic variants share characteristics with LoF-like but favor protein interactions, promoting gene expression indicative of nerve growth factor (NGF) response and cytokine recruitment of neutrophils. Accessible DNA near differentially expressed genes frequently contains RUNX1-binding motifs. Finally, we reclassify 16 variants of uncertain significance and train a classifier to predict 103 more. Our work demonstrates the potential of targeting protein interactions to better define the landscape of phenotypes reachable by missense mutations.
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Affiliation(s)
- Kivilcim Ozturk
- Division of Medical Genetics, Department of Medicine, University of California, San Diego, La Jolla, CA, USA; Bioinformatics and Systems Biology Program, University of California, San Diego, La Jolla, CA, USA
| | - Rebecca Panwala
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Jeanna Sheen
- School of Biological Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Kyle Ford
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Nathan Jayne
- School of Biological Sciences, University of California, San Diego, La Jolla, CA, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Andrew Portell
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Dong-Er Zhang
- Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Stephan Hutter
- MLL Munich Leukemia Laboratory, Max-Lebsche-Platz 31, 81377 Munich, Germany
| | - Torsten Haferlach
- MLL Munich Leukemia Laboratory, Max-Lebsche-Platz 31, 81377 Munich, Germany
| | - Trey Ideker
- Division of Medical Genetics, Department of Medicine, University of California, San Diego, La Jolla, CA, USA; Bioinformatics and Systems Biology Program, University of California, San Diego, La Jolla, CA, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA
| | - Prashant Mali
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA.
| | - Hannah Carter
- Division of Medical Genetics, Department of Medicine, University of California, San Diego, La Jolla, CA, USA; Bioinformatics and Systems Biology Program, University of California, San Diego, La Jolla, CA, USA; Moores Cancer Center, University of California, San Diego, La Jolla, CA, USA.
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Muthusamy B, Berktas M, Li J, Thomas DS, Sun P, Taylor A, Pennell NA. EGFR mutation testing, treatment and survival in stage I-III non-small cell lung cancer: CancerLinQ Discovery database retrospective analysis. Future Oncol 2024; 20:2083-2096. [PMID: 38916211 PMCID: PMC11497985 DOI: 10.1080/14796694.2024.2347826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 04/23/2024] [Indexed: 06/26/2024] Open
Abstract
Aim: To describe real-world biomarker testing, treatment and survival in stage IA-IIIC non-small cell lung cancer (NSCLC).Methods: Electronic records of USA-based patients in the CancerLinQ Discovery® database with stage IA-IIIC NSCLC (diagnosed between 2014 and 2018) were screened; a curated cohort of 14,452 records was identified for further analysis.Results: Of 3121 (21.6%) patients who had EGFR testing, 493 (15.8%) were EGFR-mutation positive. Of 974 patients who underwent surgical resection, 513 (52.7%) received adjuvant therapy. A quarter of patients with EGFR-mutation positive NSCLC received targeted adjuvant therapy.Conclusion: Approximately a fifth of patients underwent EGFR testing; biomarker testing is important to ensure optimal outcomes for patients with stage I-III NSCLC.
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Affiliation(s)
- Bharathi Muthusamy
- Department of Hematology & Medical Oncology, Cleveland Clinic, Cleveland, OH44195, USA
| | - Mehmet Berktas
- Global Oncology Outcome Research, AstraZeneca, Cambridge, UK
| | - Jingyi Li
- Global Medical Affairs, Oncology Business Unit, AstraZeneca, Gaithersburg, MD20878, USA
| | - Darren S Thomas
- Global Oncology Outcome Research, AstraZeneca, Cambridge, UK
| | - Ping Sun
- Global Oncology Outcome Research, AstraZeneca, Cambridge, UK
| | - Aliki Taylor
- Global Oncology Outcome Research, AstraZeneca, Cambridge, UK
| | - Nathan A Pennell
- Department of Hematology & Medical Oncology, Cleveland Clinic, Cleveland, OH44195, USA
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20
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Pang L, Huang Y, Zhuang W, Zhang Y, Liao J, Hao Y, Hao F, Wang G, Chen ZXC, Zhu Y, Li M, Song Z, Deng BP, Li J, Zhang L, Fang W. Co-occurring EGFR p.E709X Mutation Mediates Primary Resistance to the Third-Generation EGFR-TKIs in EGFR p.G719X-Mutant Patients with Advanced NSCLC. Clin Cancer Res 2024; 30:2636-2646. [PMID: 38578683 DOI: 10.1158/1078-0432.ccr-23-3302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 12/21/2023] [Accepted: 04/03/2024] [Indexed: 04/06/2024]
Abstract
PURPOSE The current National Comprehensive Cancer Network (NCCN) guidelines recommend afatinib or osimertinib as the preferred first-line treatment strategy for patients with advanced NSCLC harboring EGFR p.G719X mutation. However, in the absence of head-to-head trials comparing afatinib with osimertinib in EGFR p.G719X-mutant patients, it is unclear which regimen is the preferred treatment option. EXPERIMENTAL DESIGN A large cohort of 4,228 treatment-naïve patients with lung cancer who underwent targeted next-generation sequencing (NGS) testing was screened for EGFR p.G719X mutation. A multicenter cohort involving 68 EGFR p.G719X-mutant patients with advanced NSCLC and NGS profiling was retrospectively enrolled to evaluate clinical responses to afatinib (n = 37) and the third-generation EGFR-TKIs (n = 31). Ba/F3 cells stably expressing the EGFR p.G719A mutation were created to investigate the response to EGFR-TKIs in vitro. RESULTS Concurrent EGFR p.E709X mutations, being the most frequent co-occurring EGFR mutation in EGFR p.G719X-mutant NSCLC (∼30%), exerted a detrimental effect on outcomes in patients treated with third-generation EGFR-TKI [G719X/E709X vs. G719X; objective response rate (ORR): 0.00% vs. 47.62%, P < 0.001; mPFS: 7.18 vs. 14.2 months, P = 0.04, respectively]. Conversely, no significant difference was found in the treatment efficacy of afatinib between EGFR p.G719X/E709X and EGFR p.G719X patients (G719X/E709X vs. G719X; ORR: 71.43% vs. 56.67%, P = 0.99; mPFS: 14.7 vs. 15.8 months, P = 0.69, respectively). In vitro experiments elucidated a resistant drug sensitivity and poor inhibition of EGFR phosphorylation in Ba/F3 cells expressing EGFR p.G719A/E709K mutation upon the third-generation EGFR-TKI treatment. CONCLUSIONS Co-occurring EGFR p.E709X mutation mediated primary resistance to the third-generation EGFR-TKIs in EGFR p.G719X-mutant patients but remained sensitive to afatinib. A personalized treatment strategy should be undertaken based on the coexisting EGFR p.E709X mutation status.
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Affiliation(s)
- Lanlan Pang
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yihua Huang
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Weitao Zhuang
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yaxiong Zhang
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Jun Liao
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Yue Hao
- Department of Clinical Trial, Zhejiang Cancer Hospital, Hangzhou, China
| | - Feng Hao
- KYinno Biotechnology Co., Ltd, Beijing, China
| | | | - Ze-Xin Chase Chen
- Guangdong Research Center of Organoid Engineering and Technology, Guangzhou, China
| | - Yu Zhu
- Guangdong Research Center of Organoid Engineering and Technology, Guangzhou, China
| | | | - Zhengbo Song
- Department of Clinical Trial, Zhejiang Cancer Hospital, Hangzhou, China
| | - Bo Peng Deng
- Department of Respiratory Medicine, National Key Clinical Specialty, Branch of National Clinical Research Center for Respiratory Disease, Xiangya Hospital, Central South University, Changsha, China
| | - Jing Li
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Li Zhang
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Wenfeng Fang
- Department of Medical Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, Guangzhou, China
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21
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Favorito V, Ricciotti I, De Giglio A, Fabbri L, Seminerio R, Di Federico A, Gariazzo E, Costabile S, Metro G. Non-small cell lung cancer: an update on emerging EGFR-targeted therapies. Expert Opin Emerg Drugs 2024; 29:139-154. [PMID: 38572595 DOI: 10.1080/14728214.2024.2331139] [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: 10/17/2023] [Accepted: 03/12/2024] [Indexed: 04/05/2024]
Abstract
INTRODUCTION Current research in EGFR-mutated NSCLC focuses on the management of drug resistance and uncommon mutations, as well as on the opportunity to extend targeted therapies' field of action to earlier stages of disease. AREAS COVERED We conducted a review analyzing literature from the PubMed database with the aim to describe the current state of art in the management of EGFR-mutated NSCLC, but also to explore new strategies under investigation. To this purpose, we collected recruiting phase II-III trials registered on Clinicaltrials.govand conducted on EGFR-mutated NSCLC both in early and advanced stage. EXPERT OPINION With this review, we want to provide an exhaustive overview of current and new potential treatments in EGFR-mutated NSCLC, with emphasis on the most promising newly investigated strategies, such as association therapies in the first-line setting involving EGFR-TKIs and chemotherapy (FLAURA2) or drugs targeting different driver pathways (MARIPOSA). We also aimed at unearthing challenges to achieve in this field, specifically the need to fully exploit already available compounds while developing new ones, the management of new emerging toxicities and the necessity to improve our biological understanding of the disease to design trials with a solid scientific rationale and to allow treatment personalization such in case of uncommon mutations.
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Affiliation(s)
- Valentina Favorito
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Ilaria Ricciotti
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Andrea De Giglio
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Laura Fabbri
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Renata Seminerio
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Alessandro Di Federico
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Eleonora Gariazzo
- Medical Oncology, Santa Maria della Misericordia Hospital, Azienda Ospedaliera di Perugia, Perugia, Italy
| | - Silvia Costabile
- Medical Oncology, Santa Maria della Misericordia Hospital, Azienda Ospedaliera di Perugia, Perugia, Italy
| | - Giulio Metro
- Medical Oncology, Santa Maria della Misericordia Hospital, Azienda Ospedaliera di Perugia, Perugia, Italy
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22
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Pizzutilo EG, Agostara AG, Oresti S, Signorelli D, Stabile S, Lauricella C, Motta V, Amatu A, Ruggieri L, Brambilla M, Occhipinti M, Proto C, Giusti R, Filetti M, Genova C, Barletta G, Gelsomino F, Bennati C, Siringo M, Di Fazio GR, Russano M, Montrone M, Gariazzo E, Roca E, Bordi P, Delmonte A, Scimone A, Belluomini L, Mazzoni F, Carta A, Pelizzari G, Viscardi G, Morgillo F, Gelibter A, Gori S, Berardi R, Cortinovis D, Ardizzoni A, Veronese SM, Sartore-Bianchi A, Giannetta LG, Cerea G, Siena S. Activity of osimeRTInib in non-small-cell lung Cancer with UNcommon epidermal growth factor receptor mutations: retrospective Observational multicenter study (ARTICUNO). ESMO Open 2024; 9:103592. [PMID: 38878323 PMCID: PMC11233869 DOI: 10.1016/j.esmoop.2024.103592] [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: 09/20/2023] [Revised: 03/26/2024] [Accepted: 05/14/2024] [Indexed: 06/26/2024] Open
Abstract
BACKGROUND Osimertinib represents the standard of care for the treatment of advanced non-small-cell lung cancer (NSCLC) harboring classical epidermal growth factor receptor (EGFR) mutations, constituting 80%-90% of all EGFR alterations. In the remaining cases, an assorted group of uncommon alterations of EGFR (uEGFR) can be detected, which confer variable sensitivity to previous generations of EGFR inhibitors, overall with lower therapeutic activity. Data on osimertinib in this setting are limited and strongly warranted. PATIENTS AND METHODS The ARTICUNO study retrospectively evaluated data on osimertinib activity from patients with advanced NSCLC harboring uEGFR treated in 21 clinical centers between August 2017 and March 2023. Data analysis was carried out with a descriptive aim. Investigators collected response data according to RECIST version 1.1 criteria. The median duration of response, progression-free survival (mPFS), and overall survival were estimated by the Kaplan-Meier method. RESULTS Eighty-six patients harboring uEGFR and treated with osimertinib were identified. Patients with 'major' uEGFR, that is, G719X, L861X, and S768I mutations (n = 51), had an overall response rate (ORR) and mPFS of 50% and 9 months, respectively. Variable outcomes were registered in cases with rarer 'minor' mutations (n = 27), with ORR and mPFS of 31% and 4 months, respectively. Among seven patients with exon 20 insertions, ORR was 14%, while the best outcome was registered among patients with compound mutations including at least one classical EGFR mutation (n = 13). Thirty patients presented brain metastases (BMs) and intracranial ORR and mPFS were 58% and 9 months, respectively. Amplification of EGFR or MET, TP53 mutations, and EGFR E709K emerged after osimertinib failure in a dataset of 18 patients with available rebiopsy. CONCLUSION The ARTICUNO study confirms the activity of osimertinib in patients with uEGFR, especially in those with compound uncommon-common mutations, or major uEGFR, even in the presence of BMs. Alterations at the E709 residue of EGFR are associated with resistance to osimertinib.
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Affiliation(s)
- E G Pizzutilo
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy.
| | - A G Agostara
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - S Oresti
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - D Signorelli
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - S Stabile
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - C Lauricella
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - V Motta
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - A Amatu
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - L Ruggieri
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
| | - M Brambilla
- Dipartimento di Oncologia Medica, Fondazione IRCCS - Istituto Nazionale dei Tumori, Milan
| | - M Occhipinti
- Dipartimento di Oncologia Medica, Fondazione IRCCS - Istituto Nazionale dei Tumori, Milan; Department of Experimental Medicine, Sapienza University of Rome, Rome
| | - C Proto
- Dipartimento di Oncologia Medica, Fondazione IRCCS - Istituto Nazionale dei Tumori, Milan
| | - R Giusti
- Medical Oncology Unit, Sant'Andrea Hospital of Rome, Rome
| | - M Filetti
- Phase 1 Unit, Fondazione Policlinico Universitario Agostino Gemelli, IRCCS, Rome
| | - C Genova
- UO Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa; Dipartimento di Medicina Interna e Specialità Mediche (DIMI), Università degli Studi di Genova, Genoa
| | - G Barletta
- UO Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genoa
| | - F Gelsomino
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - C Bennati
- Ospedale S. Maria delle Croci, AUSL della Romagna, Ravenna
| | - M Siringo
- Medical Oncology Department, Umberto I - Policlinico di Roma, Rome
| | - G R Di Fazio
- Department of Medical Oncology Fondazione Policlinico Universitario Campus Bio-Medico di Roma, Rome
| | - M Russano
- Department of Medical Oncology Fondazione Policlinico Universitario Campus Bio-Medico di Roma, Rome
| | - M Montrone
- SSD Oncologia Medica per la Patologia Toracica, IRCCS Istituto Tumori "Giovanni Paolo II", Bari
| | - E Gariazzo
- Medical Oncology, Santa Maria Della Misericordia Hospital, Azienda Ospedaliera di Perugia, Perugia
| | - E Roca
- Thoracic Oncology - Lung Unit, P. Pederzoli Hospital, Peschiera del Garda, Verona
| | - P Bordi
- Medical Oncology Unit, University Hospital of Parma, Parma
| | - A Delmonte
- IRCCS Istituto Romagnolo per lo Studio dei Tumori "Dino Amadori" (IRST), Meldola (FC)
| | - A Scimone
- Medical Oncology Department, Centro Oncologico Ospedale Papardo, Messina
| | - L Belluomini
- Section of Innovation Biomedicine - Oncology Area, Department of Engineering for Innovation Medicine (DIMI), University of Verona and University and Hospital Trust (AOUI) of Verona, Verona
| | - F Mazzoni
- Oncology department, Careggi University Hospital - Florence
| | - A Carta
- Ospedale Oncologico A. Businco, Cagliari
| | - G Pelizzari
- Dipartimento di Oncologia, Azienda Sanitaria Universitaria Friuli Centrale, Udine
| | - G Viscardi
- Oncologia Medica, Dipartimento di Medicina di Precisione, Università degli Studi della Campania Luigi Vanvitelli, Naples; Department of Pneumology and Oncology, AORN Ospedali dei Colli, Naples
| | - F Morgillo
- Oncologia Medica, Dipartimento di Medicina di Precisione, Università degli Studi della Campania Luigi Vanvitelli, Naples
| | - A Gelibter
- Medical Oncology Department, Umberto I - Policlinico di Roma, Rome
| | - S Gori
- Medical Oncology, IRCSS Sacro Cuore Don Calabria, Negrar di Valpolicella, Verona
| | - R Berardi
- Università Politecnica delle Marche - Azienda Ospedaliero Universitaria delle Marche, Ancona
| | - D Cortinovis
- SC Oncologia Medica Fondazione IRCCS San Gerardo dei Tintori, Monza
| | - A Ardizzoni
- Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - S M Veronese
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - A Sartore-Bianchi
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy; Division of Clinical Research and Innovation, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - L G Giannetta
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - G Cerea
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy
| | - S Siena
- Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy; Department of Oncology and Hemato-Oncology, Università degli Studi di Milano, Milan, Italy
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23
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Duan L, Chu C, Huang X, Yao H, Wen J, Chen R, Wang C, Tu Y, Lv Q, Pan Q, Xu S. Rational design and synthesis of 2,4-dichloro-6-methyl pyrimidine derivatives as potential selective EGFR T790M/L858R inhibitors for the treatment of non-small cell lung cancer. Arch Pharm (Weinheim) 2024; 357:e2300736. [PMID: 38381049 DOI: 10.1002/ardp.202300736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 01/19/2024] [Accepted: 01/22/2024] [Indexed: 02/22/2024]
Abstract
Many patients with non-small cell lung cancer (NSCLC) initially benefit from epidermal growth factor receptor (EGFR) targeted therapy. Unfortunately, varying degrees of resistance or side effects eventually develop. Overcoming and preventing the resistance and side effects of EGFR inhibitors has become a hot topic of research today. Based on the previous studies on AZD-9291, we designed and synthesized two series of 2,4-dichloro-6-methylpyrimidine derivatives, 19 compounds in total, as potential inhibitors of the EGFR kinase. The most promising compound, L-18, showed better inhibitory activity (81.9%) and selectivity against EGFRT790M/L858R kinase. In addition, L-18 showed strong antiproliferative activity against H1975 cells with an IC50 value of 0.65 ± 0.06 μM and no toxicity to normal cells (LO-2). L-18 was able to dose-dependently induce the apoptosis of H1975 cells and produced a cell-cycle-blocking effect, and it can also dose-dependently inhibit the migration and invasion of H1975 cells. L-18 also showed in vivo anticancer efficacy in H1975 cells xenograft mice. We also performed a series of in vivo and in vitro toxicological evaluations of compound L-18, which did not cause obvious injury in mice during administration. These results suggest that L-18 may be a promising drug candidate that warrants further investigation.
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Affiliation(s)
- Lei Duan
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Cilong Chu
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Xiaoling Huang
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Huizhi Yao
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Jie Wen
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Rui Chen
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Caolin Wang
- School of Pharmacy, East China University of Science & Technology, Shanghai, China
| | - Yuanbiao Tu
- Cancer Research Center, Jangxi University of Traditional Chinese Medicine, Nanchang, China
| | - Qiaoli Lv
- Jiangxi Key Laboratory of Translational Cancer Research, Jiangxi Cancer Hospital, Nanchang, Jiangxi, People's Republic of China
| | - Qingshan Pan
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Shan Xu
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
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24
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Ishida M, Iwasaku M, Doi T, Ishikawa T, Tachibana Y, Sawada R, Ogura Y, Kawachi H, Katayama Y, Nishioka N, Morimoto K, Tokuda S, Yamada T, Takayama K. Nationwide data from comprehensive genomic profiling assays for detecting driver oncogenes in non-small cell lung cancer. Cancer Sci 2024; 115:1656-1664. [PMID: 38450844 DOI: 10.1111/cas.16130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 02/12/2024] [Accepted: 02/15/2024] [Indexed: 03/08/2024] Open
Abstract
Driver oncogenes are investigated upfront at diagnosis using multi-CDx systems with next-generation sequencing techniques or multiplex reverse-transcriptase polymerase chain reaction assays. Additionally, from 2019, comprehensive genomic profiling (CGP) assays have been available in Japan for patients with advanced solid tumors who had completed or were expected to complete standard chemotherapy. These assays are expected to comprehensively detect the driver oncogenes, especially for patients with non-small cell lung cancer (NSCLC). However, there are no reports of nationwide research on the detection of driver oncogenes in patients with advanced NSCLC who undergo CGP assays, especially in those with undetected driver oncogenes at diagnosis. In this study, we investigated the proportion of driver oncogenes detected in patients with advanced NSCLC with undetectable driver oncogenes at initial diagnosis and in all patients with advanced NSCLC who underwent CGP assays. We retrospectively analyzed data from 986 patients with advanced NSCLC who underwent CGP assays between August 2019 and March 2022, using the Center for Cancer Genomics and Advanced Therapeutics database. The proportion of driver oncogenes newly detected in patients with NSCLC who tested negative for driver oncogenes at diagnosis and in all patients with NSCLC were investigated. Driver oncogenes were detected in 451 patients (45.7%). EGFR was the most common (16.5%), followed by KRAS (14.5%). Among the 330 patients with undetected EGFR, ALK, ROS1, and BRAF V600E mutations at diagnosis, 81 patients (24.5%) had newly identified driver oncogenes. CGP assays could be useful to identify driver oncogenes in patients with advanced NSCLC, including those initially undetected, facilitating personalized treatment.
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Affiliation(s)
- Masaki Ishida
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
- Department of Cancer Genome Medical Center, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Masahiro Iwasaku
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
- Department of Cancer Genome Medical Center, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Toshifumi Doi
- Department of Cancer Genome Medical Center, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Takeshi Ishikawa
- Department of Cancer Genome Medical Center, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Yusuke Tachibana
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
- Department of Cancer Genome Medical Center, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Ryo Sawada
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
- Department of Cancer Genome Medical Center, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Yuri Ogura
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
- Department of Cancer Genome Medical Center, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Hayato Kawachi
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
- Department of Cancer Genome Medical Center, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Yuki Katayama
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Naoya Nishioka
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Kenji Morimoto
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Shinsaku Tokuda
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Tadaaki Yamada
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Koichi Takayama
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
- Department of Cancer Genome Medical Center, Kyoto Prefectural University of Medicine, Kyoto, Japan
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25
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Lechner A, Rai A, Rojas-Rudilla V, Kuang Y, Paweletz CP, Sholl LM, Dong F. Atypical Droplet Digital Polymerase Chain Reaction Patterns That Indicate Uncommon but Clinically Actionable EGFR Mutations in Lung Cancer. Arch Pathol Lab Med 2024; 148:553-558. [PMID: 37639432 DOI: 10.5858/arpa.2023-0088-oa] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/16/2023] [Indexed: 08/31/2023]
Abstract
CONTEXT Droplet digital polymerase chain reaction (ddPCR) is a sensitive method to detect common pathogenic EGFR mutations in non-small cell lung cancer. Although targeted assays have not been specifically designed to detect them, uncommon EGFR mutations have been linked to response to targeted therapy. OBJECTIVE To describe atypical ddPCR patterns that correspond to uncommon but clinically actionable EGFR mutations. DESIGN A cohort of 1134 consecutive non-small cell lung cancers that underwent targeted next-generation sequencing was reviewed. Uncommon EGFR mutations involving probe binding sites were evaluated by ddPCR. RESULTS Two hundred fifty-five of 1134 cancers (22.5%) harbored pathogenic EGFR mutations. One hundred eighty-six of 255 (72.9%) had canonical EGFR exon 19 deletion or exon 21 p.L858R variants designed for detection by ddPCR. An additional 25 of 255 cases (9.8%) had uncommon EGFR mutations within the probe-binding site, including 1 case with concurrent uncommon mutations in both exon 19 and exon 21. These mutations included uncommon EGFR exon 19 deletions (n = 6), EGFR exon 19 substitutions p.L747P (n = 3) and p.L747A (n = 1), dinucleotide substitutions leading to EGFR p.L858R (n = 5), EGFR exon 21 substitutions p.K860I (n = 1) and p.L861Q (n = 9), and EGFR p.[L858R;K860I] (n = 1). Droplet digital polymerase chain reaction generated atypical but reproducible signal for each of these uncommon variants. CONCLUSIONS Droplet digital polymerase chain reaction analysis of uncommon pathogenic EGFR variants can yield unique and reproducible results. Recognition of atypical patterns in EGFR ddPCR testing can prompt confirmatory molecular testing and aid appropriate targeted therapy selection for patients with non-small cell lung cancer.
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Affiliation(s)
- Adam Lechner
- From the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Lechner, Rai, Rojas-Rudilla, Sholl, Dong)
- the University of Missouri School of Medicine, Columbia (Lechner)
| | - Anooja Rai
- From the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Lechner, Rai, Rojas-Rudilla, Sholl, Dong)
| | - Vanesa Rojas-Rudilla
- From the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Lechner, Rai, Rojas-Rudilla, Sholl, Dong)
| | - Yanan Kuang
- the Belfer Center for Applied Cancer Science, Dana Farber Cancer Institute, Boston, Massachusetts(Kuang)
- the Department of Medical Oncology, Dana Farber Cancer Institute, Boston, Massachusetts(Kuang, Paweletz)
| | - Cloud P Paweletz
- the Department of Medical Oncology, Dana Farber Cancer Institute, Boston, Massachusetts(Kuang, Paweletz)
| | - Lynette M Sholl
- From the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Lechner, Rai, Rojas-Rudilla, Sholl, Dong)
| | - Fei Dong
- From the Department of Pathology, Brigham and Women's Hospital, Boston, Massachusetts (Lechner, Rai, Rojas-Rudilla, Sholl, Dong)
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26
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Zhou Y, Peng S, Wang H, Cai X, Wang Q. Review of Personalized Medicine and Pharmacogenomics of Anti-Cancer Compounds and Natural Products. Genes (Basel) 2024; 15:468. [PMID: 38674402 PMCID: PMC11049652 DOI: 10.3390/genes15040468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 05/11/2023] [Accepted: 05/13/2023] [Indexed: 04/28/2024] Open
Abstract
In recent years, the FDA has approved numerous anti-cancer drugs that are mutation-based for clinical use. These drugs have improved the precision of treatment and reduced adverse effects and side effects. Personalized therapy is a prominent and hot topic of current medicine and also represents the future direction of development. With the continuous advancements in gene sequencing and high-throughput screening, research and development strategies for personalized clinical drugs have developed rapidly. This review elaborates the recent personalized treatment strategies, which include artificial intelligence, multi-omics analysis, chemical proteomics, and computation-aided drug design. These technologies rely on the molecular classification of diseases, the global signaling network within organisms, and new models for all targets, which significantly support the development of personalized medicine. Meanwhile, we summarize chemical drugs, such as lorlatinib, osimertinib, and other natural products, that deliver personalized therapeutic effects based on genetic mutations. This review also highlights potential challenges in interpreting genetic mutations and combining drugs, while providing new ideas for the development of personalized medicine and pharmacogenomics in cancer study.
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Affiliation(s)
- Yalan Zhou
- Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China; (Y.Z.); (S.P.); (H.W.)
| | - Siqi Peng
- Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China; (Y.Z.); (S.P.); (H.W.)
| | - Huizhen Wang
- Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China; (Y.Z.); (S.P.); (H.W.)
| | - Xinyin Cai
- Shanghai R&D Centre for Standardization of Chinese Medicines, Shanghai 202103, China
| | - Qingzhong Wang
- Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China; (Y.Z.); (S.P.); (H.W.)
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27
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Zhang Z, Huang Y, Gu H, Zhao L, Zhao B. Efficacy of befotertinib in non-small cell lung cancer harboring uncommon compound EGFR mutations G719X and S768I: a case report. Front Oncol 2024; 14:1370666. [PMID: 38638860 PMCID: PMC11024360 DOI: 10.3389/fonc.2024.1370666] [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: 01/15/2024] [Accepted: 03/25/2024] [Indexed: 04/20/2024] Open
Abstract
The discovery of epidermal growth factor receptor (EGFR) somatic mutations and the availability of tyrosine kinase inhibitors (TKIs) as targeted therapies have transformed the treatment landscape for advanced non-small cell lung cancer (NSCLC). p.G719X and p.S768I mutations, often present in the form of complex mutations, are considered rare. This study firstly reported the treatment outcome of a locally advanced unresectable NSCLC patient with a rare complex EGFR p.G719X/p.S768I mutations who received befotertinib. After treatment, the patient achieved partial response (PR), and no severe adverse events were observed. This case report supported befotertinib as a promising treatment option for advanced NSCLC patients with the rare p.G719X/p.S768I complex mutations.
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Affiliation(s)
| | | | | | | | - Baiqin Zhao
- Department of Thoracic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
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28
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Bartolomeo V, Cortiula F, Hendriks LEL, De Ruysscher D, Filippi AR. A Glimpse Into the Future for Unresectable Stage III Non-Small Cell Lung Cancer. Int J Radiat Oncol Biol Phys 2024; 118:1455-1460. [PMID: 38159097 DOI: 10.1016/j.ijrobp.2023.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 10/26/2023] [Accepted: 11/02/2023] [Indexed: 01/03/2024]
Affiliation(s)
- Valentina Bartolomeo
- Radiation Oncology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy; Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy; Department of Radiation Oncology (Maastro Clinic), Maastricht University Medical Center, GROW School for Oncology and Reproduction, Maastricht, The Netherlands
| | - Francesco Cortiula
- Department of Radiation Oncology (Maastro Clinic), Maastricht University Medical Center, GROW School for Oncology and Reproduction, Maastricht, The Netherlands; Department of Medical Oncology, Udine University Hospital, Udine, Italy
| | - Lizza E L Hendriks
- Department of Pulmonary Diseases, GROW School for Oncology and Reproduction, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Dirk De Ruysscher
- Department of Radiation Oncology (Maastro Clinic), Maastricht University Medical Center, GROW School for Oncology and Reproduction, Maastricht, The Netherlands
| | - Andrea R Filippi
- Radiation Oncology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy; Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy.
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29
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Fabrizio FP, Attili I, de Marinis F. Uncommon and Rare EGFR Mutations in Non-Small Cell Lung Cancer Patients with a Focus on Exon 20 Insertions and the Phase 3 PAPILLON Trial: The State of the Art. Cancers (Basel) 2024; 16:1331. [PMID: 38611009 PMCID: PMC11010879 DOI: 10.3390/cancers16071331] [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: 02/19/2024] [Revised: 03/15/2024] [Accepted: 03/27/2024] [Indexed: 04/14/2024] Open
Abstract
Uncommon (ucEGFRmuts) and rare epidermal growth factor receptor (EGFR) mutations account for 10-15% of diagnosed cases and consist of a heterogeneous group represented by several clusters within exons 18-21 (e.g., exon 18 point mutations, exon 21 L861X, exon 20 S768I), as well as exon 20 insertions (Ex20ins). Their incidence is under molecular and clinical investigation following recent findings that reported an increase of sensitivity and specificity of next-generation sequencing (NGS) methods. Consequently, their detection allows for the selection of emerging treatment options to significantly improve patients' outcomes in these particular subgroups of EGFR-mutated advanced non-small cell lung cancer (NSCLC). Specifically, this commentary is focused on the notable progress of the Phase 3 PAPILLON study that showed primary efficacy results from amivantamab, a bispecific antibody with specific binding and affinity to extracellular domains of EGFR and MET, plus chemotherapy in the first-line setting for EGFR exon 20 insertion-mutated advanced or metastatic NSCLC patients, as compared with chemotherapy alone, thus becoming the new standard of care in this group of patients.
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Affiliation(s)
- Federico Pio Fabrizio
- Laboratory of Oncology, Fondazione IRCCS Ospedale Casa Sollievo della Sofferenza, 71013 San Giovanni Rotondo, Italy;
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, 20139 Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, 20122 Milan, Italy
| | - Ilaria Attili
- Division of Thoracic Oncology, European Institute of Oncology, IRCCS, 20141 Milan, Italy;
| | - Filippo de Marinis
- Division of Thoracic Oncology, European Institute of Oncology, IRCCS, 20141 Milan, Italy;
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30
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Fustaino V, Papoff G, Ruberti F, Ruberti G. Co-Expression Network Analysis Unveiled lncRNA-mRNA Links Correlated to Epidermal Growth Factor Receptor-Tyrosine Kinase Inhibitor Resistance and/or Intermediate Epithelial-to-Mesenchymal Transition Phenotypes in a Human Non-Small Cell Lung Cancer Cellular Model System. Int J Mol Sci 2024; 25:3863. [PMID: 38612674 PMCID: PMC11011530 DOI: 10.3390/ijms25073863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 03/24/2024] [Accepted: 03/25/2024] [Indexed: 04/14/2024] Open
Abstract
We investigated mRNA-lncRNA co-expression patterns in a cellular model system of non-small cell lung cancer (NSCLC) sensitive and resistant to the epithelial growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs) erlotinib/gefitinib. The aim of this study was to unveil insights into the complex mechanisms of NSCLC targeted therapy resistance and epithelial-to-mesenchymal transition (EMT). Genome-wide RNA expression was quantified for weighted gene co-expression network analysis (WGCNA) to correlate the expression levels of mRNAs and lncRNAs. Functional enrichment analysis and identification of lncRNAs were conducted on modules associated with the EGFR-TKI response and/or intermediate EMT phenotypes. We constructed lncRNA-mRNA co-expression networks and identified key modules and their enriched biological functions. Processes enriched in the selected modules included RHO (A, B, C) GTPase and regulatory signaling pathways, apoptosis, inflammatory and interleukin signaling pathways, cell adhesion, cell migration, cell and extracellular matrix organization, metabolism, and lipid metabolism. Interestingly, several lncRNAs, already shown to be dysregulated in cancer, are connected to a small number of mRNAs, and several lncRNAs are interlinked with each other in the co-expression network.
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Affiliation(s)
- Valentina Fustaino
- Institute of Biochemistry and Cell Biology, National Research Council (IBBC-CNR), Campus Adriano Buzzati Traverso, Via E. Ramarini 32, 00015 Monterotondo (Roma), Italy; (G.P.); (F.R.)
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31
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Gálffy G, Morócz É, Korompay R, Hécz R, Bujdosó R, Puskás R, Lovas T, Gáspár E, Yahya K, Király P, Lohinai Z. Targeted therapeutic options in early and metastatic NSCLC-overview. Pathol Oncol Res 2024; 30:1611715. [PMID: 38605928 PMCID: PMC11006988 DOI: 10.3389/pore.2024.1611715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 02/21/2024] [Indexed: 04/13/2024]
Abstract
The complex therapeutic strategy of non-small cell lung cancer (NSCLC) has changed significantly in recent years. Disease-free survival increased significantly with immunotherapy and chemotherapy registered in perioperative treatments, as well as adjuvant registered immunotherapy and targeted therapy (osimertinib) in case of EGFR mutation. In oncogenic-addictive metastatic NSCLC, primarily in adenocarcinoma, the range of targeted therapies is expanding, with which the expected overall survival increases significantly, measured in years. By 2021, the FDA and EMA have approved targeted agents to inhibit EGFR activating mutations, T790 M resistance mutation, BRAF V600E mutation, ALK, ROS1, NTRK and RET fusion. In 2022, the range of authorized target therapies was expanded. With therapies that inhibit KRASG12C, EGFR exon 20, HER2 and MET. Until now, there was no registered targeted therapy for the KRAS mutations, which affect 30% of adenocarcinomas. Thus, the greatest expectation surrounded the inhibition of the KRAS G12C mutation, which occurs in ∼15% of NSCLC, mainly in smokers and is characterized by a poor prognosis. Sotorasib and adagrasib are approved as second-line agents after at least one prior course of chemotherapy and/or immunotherapy. Adagrasib in first-line combination with pembrolizumab immunotherapy proved more beneficial, especially in patients with high expression of PD-L1. In EGFR exon 20 insertion mutation of lung adenocarcinoma, amivantanab was registered for progression after platinum-based chemotherapy. Lung adenocarcinoma carries an EGFR exon 20, HER2 insertion mutation in 2%, for which the first targeted therapy is trastuzumab deruxtecan, in patients already treated with platinum-based chemotherapy. Two orally administered selective c-MET inhibitors, capmatinib and tepotinib, were also approved after chemotherapy in adenocarcinoma carrying MET exon 14 skipping mutations of about 3%. Incorporating reflex testing with next-generation sequencing (NGS) expands personalized therapies by identifying guideline-recommended molecular alterations.
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32
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Ruge L, John F, Scharpenseel H, Wolf J. [Advances in the targeted treatment of non-small cell lung cancer]. INNERE MEDIZIN (HEIDELBERG, GERMANY) 2024; 65:211-219. [PMID: 38329515 DOI: 10.1007/s00108-023-01651-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/14/2023] [Indexed: 02/09/2024]
Abstract
Non-small cell lung cancer (NSCLC) paradigmatically shows the potential of personalized and therefore precise cancer treatment. For around one third of the patients, predominantly suffering from adenocarcinoma, targetable driver mutations could be characterized in the meantime. Targeted therapies, mostly with kinase inhibitors, achieve impressive advances in the prolongation of overall survival often over many years and excellent quality of life in patients with advanced NSCLC. Targeted treatment is also increasingly evaluated as adjuvant or neoadjuvant treatment in early inoperable stages of NSCLC. An absolute prerequisite for the use of personalized treatment is upfront broad molecular diagnostics before the decision on first line treatment. The limitations of personalized treatment are the so far unavoidable development of resistance mutations and increasing clonal heterogeneity during the course of the treatment. Approaches to further improve treatment results comprise the development of next-generation inhibitors, the combination of targeted substances, also with chemotherapy and the use of new immunoconjugates.
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Affiliation(s)
- Lea Ruge
- Klinik I für Innere Medizin, Universitätsklinikum Köln, Kerpener Str. 62, 50937, Köln, Deutschland
| | - Felix John
- Klinik I für Innere Medizin, Universitätsklinikum Köln, Kerpener Str. 62, 50937, Köln, Deutschland
| | - Heather Scharpenseel
- Klinik I für Innere Medizin, Universitätsklinikum Köln, Kerpener Str. 62, 50937, Köln, Deutschland
| | - Jürgen Wolf
- Klinik I für Innere Medizin, Universitätsklinikum Köln, Kerpener Str. 62, 50937, Köln, Deutschland.
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33
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Xu S, Zhou Z, He J, Guo J, Huang X, An Y, Pan Q, Xu S, Zhu W. Novel bioactive 2-phenyl-4-aminopyrimidine derivatives as EGFR Del19/T790M/C797S inhibitors for the treatment of non-small cell lung cancer. Arch Pharm (Weinheim) 2024; 357:e2300460. [PMID: 38009481 DOI: 10.1002/ardp.202300460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2023] [Revised: 10/31/2023] [Accepted: 11/03/2023] [Indexed: 11/29/2023]
Abstract
Overexpression of the epidermal growth factor receptor (EGFR) has been implicated in the development of non-small-cell lung cancer (NSCLC). Thus, EGFR is an effective drug target for the treatment of NSCLC, and developing fourth-generation EGFR inhibitors to overcome the resistance mediated by T790M/C797S mutations are currently under investigation. In this study, based on the binding model between Angew2017-7634-1 and EGFRT790M/C797S , several series of 2-phenyl-4-aminopyrimidine derivatives were designed and synthesized. The bioactivity of these compounds was evaluated and it is suggested that compound A23 could effectively inhibit the proliferation of Ba/F3-EGFRDel19/T790M/C797S and H1975-EGFRL858R/T790M cells, with an IC50 of 0.22 ± 0.07 and 0.52 ± 0.03 μM, respectively. Meanwhile, the kinase activity of A23 against EGFRL858R/T790M and EGFRDel19/T790M/C797S was also evaluated, with an IC50 of 0.33 and 0.133 μM, respectively. Moreover, compound A23 was further evaluated in the H1975 xenograft models with significant in vivo tumor growth inhibitions of 25.5%, which means that A23 could effectively inhibit the growth of tumor cells and promote the death of tumor cells. As a result, A23 could be identified as a novel potential EGFRDel19/T790M/C797S inhibitor.
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Affiliation(s)
- Shidi Xu
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Zhihui Zhou
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
- School of Pharmacy, Jiangxi Science and Technology Normal University, Nanchang, Jiangxi, China
| | - Jie He
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Jiaojiao Guo
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Xiaoling Huang
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Yufeng An
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Qingshan Pan
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Shan Xu
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
| | - Wufu Zhu
- Jiangxi Provincial Key Laboratory of Drug Design and Evaluation, School of Pharmacy, Jiangxi Science & Technology Normal University, Nanchang, Jiangxi, China
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Takeyasu Y, Yoshida T, Masuda K, Matsumoto Y, Shinno Y, Okuma Y, Goto Y, Horinouchi H, Yamamoto N, Ohe Y. Distinct Progression and Efficacy of First-Line Osimertinib Treatment According to Mutation Subtypes in Metastatic NSCLC Harboring EGFR Mutations. JTO Clin Res Rep 2024; 5:100636. [PMID: 38361742 PMCID: PMC10867446 DOI: 10.1016/j.jtocrr.2024.100636] [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: 07/14/2023] [Revised: 12/19/2023] [Accepted: 01/11/2024] [Indexed: 02/17/2024] Open
Abstract
Introduction Osimertinib (OSI), a third-generation EGFR tyrosine kinase inhibitor, is the standard treatment for patients with naive EGFR-mutant NSCLC. Nevertheless, information on how the mutation subtype affects disease progression after the failure of OSI treatment is scarce. Methods We retrospectively reviewed patients with EGFR-mutant NSCLC who received OSI as a first-line treatment between April 2015 and December 2021. Results This study included 229 patients. The objective response rate was 71%, with intracranial and extracranial response rates of 71% and 90%, respectively. The median progression-free survival was 23.3 mo (95% confidence interval [CI]: 19.6-26.7), and the median overall survival was 33.7 mo (95% CI: 31.3-58.6). Multivariate analysis revealed that the EGFR exon 21 L858R point mutation (L858R) (hazard ratio [HR] = 1.56, 95% CI: 1.04-2.34, p = 0.0328) and liver metastasis (HR = 2.63, 95% CI: 1.53-4.49, p = 0.0004) were significant predictors of progression-free survival in OSI treatment. The concomitant disease progression involving the central nervous system metastasis was significantly more common in patients with L858R (p = 0.048), whereas concomitant disease progression involving primary lesions was significantly more common in patients with exon 19 deletion mutation (p = 0.01). In addition, the probability of disease progression over time was higher for L858R compared with that for exon 19 deletion mutation, in patients with central nervous system metastasis (log-rank test, p = 0.027). Conclusions The mutation subtype had an impact not only on the clinical outcome of the first-line OSI treatment but also on progression patterns after OSI treatment in patients with NSCLC harboring EGFR mutations.
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Affiliation(s)
- Yuki Takeyasu
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
- Department of Thoracic Oncology, Kansai Medical University Hospital, Osaka, Japan
| | - Tatsuya Yoshida
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Ken Masuda
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yuji Matsumoto
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yuki Shinno
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yusuke Okuma
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yasushi Goto
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Hidehito Horinouchi
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Noboru Yamamoto
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yuichiro Ohe
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
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35
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Todesca LM, Gerke M, Bulk EE, Bachmann M, Rudersdorf A, Antonuzzo L, Pillozzi S, Düfer M, Szabo I, Schwab A. Targeting K Ca3.1 channels to overcome erlotinib resistance in non-small cell lung cancer cells. Cell Death Discov 2024; 10:2. [PMID: 38177097 PMCID: PMC10767088 DOI: 10.1038/s41420-023-01776-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 12/08/2023] [Accepted: 12/12/2023] [Indexed: 01/06/2024] Open
Abstract
Almost all non-small cell lung cancer (NSCLC) patients initially responding to EGFR tyrosine kinase inhibitors (TKIs) develop acquired resistance. Since KCa3.1 channels, expressed in mitochondria and plasma membrane, regulate similar behavioral traits of NSCLC cells as EGFR, we hypothesized that their blockade contributes to overcoming EGFR-TKI resistance. Meta-analysis of microarray data revealed that KCa3.1 channel expression in erlotinib-resistant NSCLC cells correlates with that of genes of integrin and apoptosis pathways. Using erlotinib-sensitive and -resistant NSCLC cells we monitored the role of mitochondrial KCa3.1 channels in integrin signaling by studying cell-matrix adhesion with single-cell force spectroscopy. Apoptosis was quantified with fluorescence-based assays. The function of mitochondrial KCa3.1 channels in these processes was assessed by measuring the mitochondrial membrane potential and by quantifying ROS production. Functional assays were supplemented by biochemical analyses. We show that KCa3.1 channel inhibition with senicapoc in erlotinib-resistant NSCLC cells increases cell adhesion by increasing β1-integrin expression, that in turn depends on mitochondrial ROS release. Increased adhesion impairs migration of NSCLC cells in a 3D matrix. At the same time, the senicapoc-dependent ROS production induces cytochrome C release and triggers apoptosis of erlotinib-resistant NSCLC cells. Thus, KCa3.1 channel blockade overcomes EGFR-TKI resistance by inhibiting NSCLC motility and inducing apoptosis.
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Affiliation(s)
| | - Matthias Gerke
- Institute of Physiology II, University of Münster, Münster, Germany
| | - Emma Etmar Bulk
- Institute of Physiology II, University of Münster, Münster, Germany
| | | | - Alisa Rudersdorf
- Institute of Pharmaceutical and Medicinal Chemistry, University of Münster, Münster, Germany
| | - Lorenzo Antonuzzo
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Serena Pillozzi
- Department of Experimental and Clinical Medicine, University of Florence, Florence, Italy
| | - Martina Düfer
- Institute of Pharmaceutical and Medicinal Chemistry, University of Münster, Münster, Germany
| | - Ildiko Szabo
- Department of Biology, University of Padova, Padua, Italy
| | - Albrecht Schwab
- Institute of Physiology II, University of Münster, Münster, Germany
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Chen T, Wen J, Li Y, Deng J, Zhong Y, Hou L, She Y, Xie D, Chen C. Prognostic outcomes and recurrence patterns in resected stage I lung adenocarcinoma harbouring atypical epidermal growth factor receptor mutations. Eur J Cardiothorac Surg 2024; 65:ezad388. [PMID: 38001033 DOI: 10.1093/ejcts/ezad388] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 11/07/2023] [Accepted: 11/23/2023] [Indexed: 11/26/2023] Open
Abstract
OBJECTIVES Limited data exist on the characteristics of atypical epidermal growth factor receptor (EGFR) mutations in early-stage lung cancer. Our goal was to elucidate the associations with outcomes and recurrence patterns in resected stage I lung adenocarcinoma harbouring atypical EGFR mutations. METHODS Eligible patients between 2014 and 2019 were retrospectively identified and grouped into exon20 insertion mutations and major atypical mutations, which included G719X, L861Q and S768I. Disease-free survival (DFS) was evaluated in the entire cohort and stratified by radiologic characteristics. Recurrence patterns were investigated and compared between groups. A competing risk model was used to estimate the cumulative incidence of recurrence. RESULTS A total of 710 patients were finally included. Among them, 289 (40.7%) patients had exon 20 insertion mutations and 421 (59.3%) patients had major atypical mutations. There was no significant difference regarding DFS (P = 0.142) between groups in the entire cohort. The interaction between mutation subtype and the presence of ground-glass opacities was significant (hazard ratio 2.00, 95% confidence interval 1.59-2.51, P < 0.001), indicating DFS between exon 20 insertion mutations and major atypical mutations may be different among subsolid and solid tumours. Survival analysis consistently revealed no significant difference in subsolid tumours (P = 0.680), but favourable DFS of exon 20 insertion mutations in solid tumours (P = 0.037). Furthermore, patients with exon 20 insertion mutations had a lower risk of developing bone metastases did those with radiologic solid tumours (Gray's test, P = 0.012). CONCLUSIONS Exon 20 insertion mutations were correlated with favourable DFS and lower incidence of bone metastases in radiologic solid lung adenocarcinomas harbouring atypical EGFR mutations.
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Affiliation(s)
- Tao Chen
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jialiang Wen
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yingze Li
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jiajun Deng
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yifan Zhong
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Likun Hou
- Department of Pathology, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Yunlang She
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Dong Xie
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Chang Chen
- Department of Thoracic Surgery, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
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Okuma Y, Kubota K, Shimokawa M, Hashimoto K, Kawashima Y, Sakamoto T, Wakui H, Murakami S, Okishio K, Hayashihara K, Ohe Y. First-Line Osimertinib for Previously Untreated Patients With NSCLC and Uncommon EGFR Mutations: The UNICORN Phase 2 Nonrandomized Clinical Trial. JAMA Oncol 2024; 10:43-51. [PMID: 37991747 PMCID: PMC10666043 DOI: 10.1001/jamaoncol.2023.5013] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 08/17/2023] [Indexed: 11/23/2023]
Abstract
Importance Non-small cell lung cancer (NSCLC) with uncommon EGFR mutations is a rare subgroup, composing 14% of all EGFR mutations. Objective To determine the usefulness of osimertinib in previously untreated patients with metastatic NSCLC harboring uncommon EGFR mutations, excluding exon 20 insertion mutations. Design, Setting, and Participants This multicenter, open-label, single-group, phase 2 nonrandomized clinical trial enrolled patients from April 10, 2020, to May 31, 2022, with a follow-up of 6 months from the date the last patient was enrolled. The study enrolled 42 patients with uncommon EGFR mutations, of whom 40 were eligible. Intervention Osimertinib, 80 mg once daily, was administered orally to patients. Main Outcomes and Measures The primary end point was the overall response rate (ORR). The secondary end points were disease control rate (DCR), progression-free survival (PFS), time to treatment failure (TTF), overall survival (OS), duration of response (DoR), and safety of osimertinib. Patients were included in the study on an intention-to-treat basis. Results Of the 40 eligible patients, 22 were men (55.0%) and the median age was 72 years (range, 39.0-88.0 years). The most common mutations were G719X (20 [50.0%]), S768I (10 [25.0%]), and L861Q (8 [20.0%]). The ORR was 55.0% (90% CI, 40.9%-68.5%) and the DCR was 90.0% (95% CI, 76.3%-97.2%). The median PFS was 9.4 months (95% CI, 3.7-15.2 months) after a median follow-up of 12.7 months (range, 2.7-30.7 months). The median TTF was 9.5 months (95% CI, 5.6-30.3 months), median OS was not reached (NR; 95% CI, 19.3 months to NR), and median DoR was 22.7 months (95% CI, 9.5 months to NR). The ORR for patients with solitary or compound uncommon EGFR mutations was 45.5% (90% CI, 26.9%-65.3%) and 66.7% (90% CI, 43.7%-83.7%), respectively. Median PFS for patients with solitary or compound uncommon EGFR mutations was 5.4 months (95% CI, 3.6-22.7 months) and 9.8 months (95% CI, 5.1 months to NR), respectively. Median OS for patients with solitary or compound uncommon EGFR mutations was 23.0 months (95% CI, 12.3 months to NR) and NR, respectively. Median DoR for patients with solitary or compound uncommon EGFR mutations was 22.7 months (95% CI, 3.6-22.7 months) or NR (95% CI, 5.7 months to NR), respectively. Grade 3 or 4 adverse events were reported by 11 patients (27.5%), and 5 patients (12.5%) developed interstitial lung disease. All adverse events were manageable, and there were no treatment-related deaths. Conclusions and Relevance Osimertinib showed clinical activity with manageable toxic effects among previously untreated patients with metastatic NSCLC harboring uncommon EGFR mutations other than exon 20 insertion mutations. The results support the use of osimertinib as a treatment option for this patient population. Trial Registration Japan Registry of Clinical Trials Identifier: jRCTs071200002.
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Affiliation(s)
- Yusuke Okuma
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Kaoru Kubota
- Department of Pulmonary Medicine and Oncology, Graduate School of Medicine, Nippon Medical School, Tokyo, Japan
| | - Mototsugu Shimokawa
- Department of Biostatistics, Yamaguchi University Graduate School of Medicine, Ube, Yamaguchi, Japan
| | - Kana Hashimoto
- Department of Thoracic Oncology and Respiratory Medicine, Tokyo Metropolitan Komagome Hospital, Tokyo, Japan
| | - Yosuke Kawashima
- Department of Pulmonary Medicine, Sendai Kousei Hospital, Sendai, Japan
| | - Tomohiro Sakamoto
- Division of Respiratory Medicine and Rheumatology, Department of Multidisciplinary Internal Medicine, Tottori University Faculty of Medicine, Yonago, Tottori, Japan
| | - Hiroshi Wakui
- Division of Respiratory Diseases, Department of Internal Medicine, The Jikei University School of Medicine, Tokyo, Japan
| | - Shuji Murakami
- Division of Thoracic Oncology, Kanagawa Cancer Center, Yokohama, Japan
| | - Kyoichi Okishio
- National Hospital Organization Kinki-Chuo Chest Medical Center, Osaka, Japan
| | - Kenji Hayashihara
- National Hospital Organization Ibarakihigashi National Hospital, Tokai-mura, Naka-gun, Ibaraki, Japan
| | - Yuichiro Ohe
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
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Cosso F, Roviello G, Catalano M, Botteri C, Comin CE, Castiglione F, Ferrari K, Baldini E, Mini E. A case report of a lung cancer patient with two uncommon EGFR mutations and a review of the literature: two sides of the same coin. Anticancer Drugs 2024; 35:76-80. [PMID: 37067984 DOI: 10.1097/cad.0000000000001517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Lung cancer is the malignancy with the highest morbidity and mortality worldwide. Approximately 60% of non-small cell lung cancer (NSCLC) presents driver alterations most of which are targetable. Nowadays, limited clinical data are available regarding the efficacy of epithelial growth factor receptor (EGFR) tyrosine kinase inhibitors in patients with NSCLC harboring uncommon EGFR mutations, considering their heterogeneity. Herein, we report a rare case of EGFR-mutated lung adenocarcinoma which has developed into squamous cell carcinoma with uncommon EGFR (Ex18) compound mutations and phosphatidylinositol 3-kinase mutation receiving afatinib at the forefront.
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Affiliation(s)
| | | | | | | | - Camilla Eva Comin
- Pathological Histology and Molecular Diagnostics Unit, Careggi University Hospital
| | | | - Katia Ferrari
- Respiratory Medicine Unit, Careggi University Hospital, Florence
| | - Editta Baldini
- Department of Medical Oncology, San Luca Hospital, Lucca, Italy
| | - Enrico Mini
- Department of Health Sciences, University of Florence
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Wu G, Chen Q, Lv D, Lin L, Huang J. Pulmonary Adenocarcinoma Patient with Complex Mutations on EGFR Benefits from Furmonertinib after Acquiring Gefitinib Resistance: A Case Report. Recent Pat Anticancer Drug Discov 2024; 19:247-252. [PMID: 38214361 DOI: 10.2174/1574892818666230316145232] [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: 08/25/2022] [Revised: 12/20/2022] [Accepted: 01/27/2023] [Indexed: 03/19/2023]
Abstract
BACKGROUND Although epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) have been proven a long-lasting treatment effect in pulmonary adenocarcinoma, most patients still progressed within one year due to the acquired resistance. Complex mutations of rare rare sites after acquiring resistance are rarely reported in pulmonary adenocarcinoma. CASE PRESENTATION A 62-year-old woman was diagnosed with pulmonary adenocarcinoma with stage IV. Genetic testing at the initial treatment showed EGFR L858R positive. After being treated with gefitinib, persistent 2 years disease progression occurred due to drug resistance. The genetic testing showed that EGFR L858R was eliminated, while a rare rare complex mutation of L861Q/G719X appeared. After 160 mg furmonertinib was treated for 1 month, the primary tumor regressed and the intracranial lesions disappeared. The patient has achieved progression-free survival (PFS) for more than 20 months. CONCLUSION Pulmonary adenocarcinoma with rare rare complex mutations in EGFR induced by gefitinib resistance and disease progression might benefit from furmonertinib treatment.
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Affiliation(s)
- Guixian Wu
- Department of Respiratory and Critical Care Medicine, Taizhou Hospital Zhejiang University, Enze Hospital, Taizhou Enze Medical Center (Group), Taizhou, Zhejiang Province, 318050, China
| | - Qian Chen
- Department of Respiratory and Critical Care Medicine, Taizhou Hospital Zhejiang University, Enze Hospital, Taizhou Enze Medical Center (Group), Taizhou, Zhejiang Province, 318050, China
| | - Dongqing Lv
- Department of Respiratory and Critical Care Medicine, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, Zhejiang Province, 317000, China
| | - Ling Lin
- Department of Respiratory and Critical Care Medicine, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Taizhou, Zhejiang Province, 317000, China
| | - Jing Huang
- Department of Respiratory and Critical Care Medicine, Taizhou Hospital Zhejiang University, Enze Hospital, Taizhou Enze Medical Center (Group), Taizhou, Zhejiang Province, 318050, China
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Mo G, Long X, Cao L, Tang Y, Yan Y, Guo T. A Six-gene Prognostic Model Based on Neutrophil Extracellular Traps (NETs)-related Gene Signature for Lung Adenocarcinoma. Comb Chem High Throughput Screen 2024; 27:1969-1983. [PMID: 38357943 DOI: 10.2174/0113862073282003240119064337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 12/20/2023] [Accepted: 12/27/2023] [Indexed: 02/16/2024]
Abstract
BACKGROUND Lung adenocarcinoma (LUAD) is one of the most common malignant cancers. Neutrophil extracellular traps (NETs) have been discovered to play a crucial role in the pathogenesis of LUAD. We aimed to establish an innovative prognostic model for LUAD based on the distinct expression patterns of NETs-related genes. METHODS The TCGA LUAD dataset was utilized as the training set, while GSE31210, GSE37745, and GSE50081 were undertaken as the verification sets. The patients were grouped into clusters based on the expression signature of NETs-related genes. Differentially expressed genes between clusters were identified through the utilization of the random forest and LASSO algorithms. The NETs score model for LUAD prognosis was developed by multiplying the expression levels of specific genes with their corresponding LASSO coefficients and then summing them. The validity of the model was confirmed by analysis of the survival curves and ROC curves. Additionally, immune infiltration, GSEA, mutation analysis, and drug analysis were conducted. Silencing ABCC2 in A549 cells was achieved to investigate its effect. RESULTS We identified six novel NETs-related genes, namely UPK1B, SFTA3, GGTLC1, SCGB3A1, ABCC2, and NTS, and developed a NETs score signature, which exhibited a significant correlation with the clinicopathological and immune traits of the LUAD patients. High-risk patients showed inhibition of immune-related processes. Mutation patterns exhibited variability among the different groups. AZD3759, lapatinib, and dasatinib have been identified as potential candidates for LUAD treatment. Moreover, the downregulation of ABCC2 resulted in the induction of apoptosis and suppression of migration and invasion in A549 cells. CONCLUSION Altogether, this study has identified a novel NET-score signature based on six novel NET-related genes to predict the prognosis of LUAD and ABCC2 and has also explored a new method for personalized chemo-/immuno-therapy of LUAD.
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Affiliation(s)
- Guiyan Mo
- Department of Respiratory and Critical Care Medicine, The Affiliated Changsha Hospital of Xiangya School of Medicine, Central South University, Changsha, 410005, Hunan, China
| | - Xuan Long
- Department of Respiratory and Critical Care Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, 200072, China
| | - Limin Cao
- Department of Respiratory and Critical Care Medicine, Lianyungang Second People's Hospital, Lianyungang, 222000, Jiangsu, China
| | - Yuling Tang
- Department of Respiratory and Critical Care Medicine, The Affiliated Changsha Hospital of Xiangya School of Medicine, Central South University, Changsha, 410005, Hunan, China
| | - Yusheng Yan
- Department of Respiratory and Critical Care Medicine, The Affiliated Changsha Hospital of Xiangya School of Medicine, Central South University, Changsha, 410005, Hunan, China
| | - Ting Guo
- Department of Respiratory and Critical Care Medicine, The Affiliated Changsha Hospital of Xiangya School of Medicine, Central South University, Changsha, 410005, Hunan, China
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Das S, Dey MK, Devireddy R, Gartia MR. Biomarkers in Cancer Detection, Diagnosis, and Prognosis. SENSORS (BASEL, SWITZERLAND) 2023; 24:37. [PMID: 38202898 PMCID: PMC10780704 DOI: 10.3390/s24010037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 11/27/2023] [Accepted: 12/15/2023] [Indexed: 01/12/2024]
Abstract
Biomarkers are vital in healthcare as they provide valuable insights into disease diagnosis, prognosis, treatment response, and personalized medicine. They serve as objective indicators, enabling early detection and intervention, leading to improved patient outcomes and reduced costs. Biomarkers also guide treatment decisions by predicting disease outcomes and facilitating individualized treatment plans. They play a role in monitoring disease progression, adjusting treatments, and detecting early signs of recurrence. Furthermore, biomarkers enhance drug development and clinical trials by identifying suitable patients and accelerating the approval process. In this review paper, we described a variety of biomarkers applicable for cancer detection and diagnosis, such as imaging-based diagnosis (CT, SPECT, MRI, and PET), blood-based biomarkers (proteins, genes, mRNA, and peptides), cell imaging-based diagnosis (needle biopsy and CTC), tissue imaging-based diagnosis (IHC), and genetic-based biomarkers (RNAseq, scRNAseq, and spatial transcriptomics).
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Affiliation(s)
| | | | | | - Manas Ranjan Gartia
- Department of Mechanical and Industrial Engineering, Louisiana State University, Baton Rouge, LA 70803, USA; (S.D.); (M.K.D.); (R.D.)
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Li W, Bai R, Guo H, Cui J. Epidermal growth factor receptor compound and concomitant mutations: advances in precision treatment strategies. Chin Med J (Engl) 2023; 136:2776-2786. [PMID: 37369640 PMCID: PMC10686611 DOI: 10.1097/cm9.0000000000002548] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Indexed: 06/29/2023] Open
Abstract
ABSTRACT Epidermal growth factor receptor ( EGFR ) mutations are common oncogenic driver mutations in patients with non-small cell lung cancer (NSCLC). The application of EGFR-tyrosine kinase inhibitors (TKIs) is beneficial for patients with advanced and early-stage NSCLC. With the development of next-generation sequencing technology, numerous patients have been found to have more than one genetic mutation in addition to a single EGFR mutation; however, the efficacy of conventional EGFR-TKIs and the optimal treatments for such patients remain largely unknown. Thus, we review the incidence, prognosis, and current treatment regimens of EGFR compound mutations and EGFR concomitant mutations to provide treatment recommendations and guidance for patients with these mutations.
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Affiliation(s)
- Wenqian Li
- Department of Cancer Center, The First Hospital of Jilin University, Jilin University, Changchun, Jilin 130021, China
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43
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Yang X, Li J, Zhang T, Xia Q, Zhang W, Cui Y, He W. Bioequivalence study of dacomitinib and Vizimpro® in healthy Chinese volunteers under fasting and fed conditions: A randomized, open-label, single-dose, crossover trial. Clin Transl Sci 2023; 16:2591-2603. [PMID: 37786330 PMCID: PMC10719465 DOI: 10.1111/cts.13653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 09/07/2023] [Accepted: 09/12/2023] [Indexed: 10/04/2023] Open
Abstract
This study aimed to evaluate the bioequivalence between test tablet dacomitinib and reference product Vizimpro® under fasting and fed conditions and assess their pharmacokinetic (PK) and safety profiles for gaining marketing approval of the new generic drug. A single-center, randomized, open-label, single-dose, two-treatment, two-period, crossover bioequivalence study was conducted in healthy Chinese subjects. Eligible healthy subjects randomly received a single 45 mg dose of test or reference formulations with an administration sequence of test tablet (T), reference tablet (R), or (RT), under both fasting and fed conditions, and each single administration was followed by a 21-day washout period. Plasma concentrations and corresponding non-compartmental PK parameters of dacomitinib were determined. The 90% confidence intervals of the geometric mean ratio (GMR) (test/reference) for Cmax , AUC0-t , and AUC0-∞ , respectively, were 97.75%-119.99%, 101.00%-115.09%, and 100.27%-113.90% under fasting conditions and 95.20%-104.94%, 97.24%-102.23%, and 97.27%-101.88% under fed conditions, which were within the limits of 80%-125%. Under fasting and fed conditions, the PK characteristics of the test dacomitinib tablet and reference Vizimpro® were comparable; the two formulations of dacomitinib were demonstrated to be bioequivalent and well-tolerated in healthy Chinese volunteers.
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Affiliation(s)
- Xiaojia Yang
- Geriatric Diseases Institute of Chengdu/Cancer Prevention and Treatment Institute of Chengdu/Department of Clinical Trial Center, The Second Clinical Medical CollegeAffiliated Fifth People's Hospital of Chengdu University of Traditional Chinese MedicineChengduChina
| | - Jinfang Li
- Geriatric Diseases Institute of Chengdu/Cancer Prevention and Treatment Institute of Chengdu/Department of Clinical Trial Center, The Second Clinical Medical CollegeAffiliated Fifth People's Hospital of Chengdu University of Traditional Chinese MedicineChengduChina
| | - Taihui Zhang
- Geriatric Diseases Institute of Chengdu/Cancer Prevention and Treatment Institute of Chengdu/Department of Clinical Trial Center, The Second Clinical Medical CollegeAffiliated Fifth People's Hospital of Chengdu University of Traditional Chinese MedicineChengduChina
| | - Qinping Xia
- Geriatric Diseases Institute of Chengdu/Cancer Prevention and Treatment Institute of Chengdu/Department of Clinical Trial Center, The Second Clinical Medical CollegeAffiliated Fifth People's Hospital of Chengdu University of Traditional Chinese MedicineChengduChina
| | - Wei Zhang
- Easton BiopharmaceuticalsChengduChina
| | - Yike Cui
- Shanghai Renzhi Data Technology Co., Ltd.ShanghaiChina
| | - Wen He
- Geriatric Diseases Institute of Chengdu/Cancer Prevention and Treatment Institute of Chengdu/Department of Clinical Trial Center, The Second Clinical Medical CollegeAffiliated Fifth People's Hospital of Chengdu University of Traditional Chinese MedicineChengduChina
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Kim TM, Girard N, Low GKM, Zhuo J, Yu DY, Yang Y, Murota M, Lim CTK, Kleinman NJ, Cho BC. Amivantamab compared with real-world therapies in patients with advanced non-small cell lung cancer EGFR Exon 20 insertion mutations after platinum-based chemotherapy. Acta Oncol 2023; 62:1689-1697. [PMID: 37938161 DOI: 10.1080/0284186x.2023.2254479] [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: 01/25/2023] [Accepted: 08/04/2023] [Indexed: 11/09/2023]
Abstract
BACKGROUND In the single-arm CHRYSALIS trial, advanced non-small cell lung cancer patients harboring epidermal growth factor receptor (EGFR) exon 20 insertion (Exon 20ins) showed durable responses to amivantamab, an EGFR-MET bispecific antibody targeting tumors with EGFR Exon 20ins. This study compared the effectiveness of amivantamab to real-world systemic anti-cancer therapies in Japan. PATIENTS AND METHODS External control patients were selected by applying CHRYSALIS eligibility to Japanese patients from LC-SCRUM-Asia. External control patients were included for every qualifying line of therapy after platinum-based chemotherapy. Propensity score weighting was applied to external control patients to adjust for differences in baseline characteristics. Outcomes were compared between external control patients, and all and Asian-only CHRYSALIS patients using weighted Cox proportional hazards regression models for progression-free survival (PFS), time to next therapy (TTNT), and overall survival (OS), and generalized estimating equations with repeated measurements for overall response rate (ORR). RESULTS One hundred fifteen CHRYSALIS and 94 external control patients were identified. Compared to external control patients, amivantamab-treated patients had significantly longer OS (median OS 19.88 vs 14.09 months, HR [95% CI] 0.59 [0.40-0.88]), PFS (median PFS 6.74 vs 4.73 months, HR 0.59 [0.45-0.78]), TTNT (median TTNT 12.16 vs 5.09 months, HR 0.39 [0.29-0.53]), and significantly higher ORR (41.7% vs 14.1%). Analyses of amivantamab-treated Asian patients (n = 61) showed similar clinical benefits. CONCLUSION In the absence of clinical evidence from randomized clinical trials, this study reflects the benefit of amivantamab after platinum-based chemotherapy for advanced non-small cell lung cancer patients harboring EGFR Exon 20ins, compared to current real-world therapies.
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Affiliation(s)
- Tae Min Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Nicolas Girard
- Institut Curie, Institute du Thorax Curie-Montsouris, Paris, France
| | - Grace Kah Mun Low
- Medical Affairs, Janssen Asia Pacific Medical Affairs, a division of Johnson & Johnson International (Singapore) Pte. Ltd
| | - Jianmin Zhuo
- Statistics and Decision Science, Janssen China Research & Development, China
| | - Dae Young Yu
- Real World Evidence, Janssen Asia Pacific, Republic of Korea
| | - Yishen Yang
- Statistics and Decision Science, Janssen China Research & Development, China
| | - Maiko Murota
- Global Development, Medical Affair Operations, Janssen Research & Development, Tokyo, Japan
| | | | - Nora J Kleinman
- Real World Solutions, IQVIA Hong Kong, Kwai Fong, Hong Kong, P.R. China
| | - Byoung Chul Cho
- Department of Medical Oncology, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea
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Yang H, Zhang Z, Liu Q, Yu J, Liu C, Lu W. Identification of Dual-Target Inhibitors for Epidermal Growth Factor Receptor and AKT: Virtual Screening Based on Structure and Molecular Dynamics Study. Molecules 2023; 28:7607. [PMID: 38005329 PMCID: PMC10673407 DOI: 10.3390/molecules28227607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 11/03/2023] [Accepted: 11/06/2023] [Indexed: 11/26/2023] Open
Abstract
Epidermal growth factor EGFR is an important target for non-small cell lung (NSCL) cancer, and inhibitors of the AKT protein have been used in many cancer treatments, including those for NSCL cancer. Therefore, searching small molecular inhibitors which can target both EGFR and AKT may help cancer treatment. In this study, we applied a ligand-based pharmacophore model, molecular docking, and MD simulation methods to search for potential inhibitors of EGFR and then studied dual-target inhibitors of EGFR and AKT by screening the immune-oncology Chinese medicine (TCMIO) database and the human endogenous database (HMDB). It was found that TCMIO89212, TCMIO90156, and TCMIO98874 had large binding free energies with EGFR and AKT, and HMDB0012243 also has the ability to bind to EGFR and AKT. These results may provide valuable information for further experimental study.
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Affiliation(s)
- Hanyu Yang
- College of Physics, Qingdao University, Qingdao 266071, China; (H.Y.); (Z.Z.); (J.Y.); (C.L.)
| | - Zhiwei Zhang
- College of Physics, Qingdao University, Qingdao 266071, China; (H.Y.); (Z.Z.); (J.Y.); (C.L.)
| | - Qian Liu
- School of Medicine and Pharmacy, Ocean University of China, Qingdao 266003, China;
| | - Jie Yu
- College of Physics, Qingdao University, Qingdao 266071, China; (H.Y.); (Z.Z.); (J.Y.); (C.L.)
| | - Chongjin Liu
- College of Physics, Qingdao University, Qingdao 266071, China; (H.Y.); (Z.Z.); (J.Y.); (C.L.)
| | - Wencai Lu
- College of Physics, Qingdao University, Qingdao 266071, China; (H.Y.); (Z.Z.); (J.Y.); (C.L.)
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Pu X, Zhou Y, Kong Y, Chen B, Yang A, Li J, Li K, Xu Y, Wu L. Efficacy and safety of dacomitinib in treatment-naïve patients with advanced NSCLC harboring uncommon EGFR mutation: an ambispective cohort study. BMC Cancer 2023; 23:982. [PMID: 37840124 PMCID: PMC10577935 DOI: 10.1186/s12885-023-11465-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 09/29/2023] [Indexed: 10/17/2023] Open
Abstract
BACKGROUND About 10% of non-small cell lung cancer (NSCLC) patients with epidermal growth factor receptor (EGFR) mutations are harbored as uncommon mutations. This study aimed to explore the efficacy and safety of dacomitinib, a second-generation EGFR tyrosine kinase inhibitor (EGFR-TKIs), in treating uncommon EGFR-mutated advanced NSCLC. METHODS Treatment-naïve advanced NSCLC patients treated with dacomitinib at Hunan Cancer Hospital with uncommon EGFR mutations were evaluated. The primary endpoint was progression-free survival (PFS). Secondary end points included overall survival (OS), objective response rate (ORR), disease control rate (DCR) and safety. RESULT Between December 2019 and December 2021, a total of 16 patients was included. Median PFS was 14.0 (95% CI 4.32-23.7) months, and median OS was not reached. ORR was 68.8% (95% CI 41.3 to 89.0%) and DCR was 93.8% (95%CI 69.8 to 99.8%), including three achieving complete remission (CR) and eight achieving partial remission (PR). Median PFS for patients with brain metastasis was 9.0 (95%CI 6.9 to 11.1) months. Intracranial ORR was 100%, including 2 CR and 4 PR. Major treatment-related adverse events (TRAEs) included rash (87.5%), paronychia (62.5%), oral ulcers (50.0%), and diarrhea (50.0%), none of which were ≥ grade 3 TRAEs. CONCLUSIONS Dacomitinib showed good activity and manageable toxicity in NSCLC patients with uncommon EGFR mutations.
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Affiliation(s)
- Xingxiang Pu
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410000, People's Republic of China
| | - Yu Zhou
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410000, People's Republic of China
| | - Yi Kong
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410000, People's Republic of China
| | - Bolin Chen
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410000, People's Republic of China
| | - Aifang Yang
- The Department of Radiotherapy, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410000, People's Republic of China
| | - Jia Li
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410000, People's Republic of China
| | - Kang Li
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410000, People's Republic of China
| | - Yan Xu
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410000, People's Republic of China
| | - Lin Wu
- The Second Department of Thoracic Oncology, Hunan Cancer Hospital, The Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410000, People's Republic of China.
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Li L, Huang S, Qin L, Yan N, Shen S, Li X. Successful treatment of lung adenocarcinoma complicated with a rare compound EGFR mutation L833V/H835L using aumolertinib: a case report and literature review. Front Pharmacol 2023; 14:1257592. [PMID: 37719840 PMCID: PMC10499621 DOI: 10.3389/fphar.2023.1257592] [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: 07/12/2023] [Accepted: 08/16/2023] [Indexed: 09/19/2023] Open
Abstract
Background: The deletion of exon 19 and the Leu858Arg mutation of exon 21 are the most frequently observed mutations in the epidermal growth factor receptor (EGFR) gene, and patients with these mutations have shown significant benefits from EGFR-tyrosine kinase inhibitors (TKIs). However, there exists a small subgroup of patients with uncommon/rare mutations of EGFR, including compound mutations, which display a high degree of heterogeneity in terms of clinical features and variable sensitivities to EGFR-TKIs. The understanding of these uncommon mutations and their response to targeted therapy is still unclear and requires further investigation. Case presentation: We presented a case of a never-smoking patient with lung adenocarcinoma and brain metastasis. Initially, she received chemotherapy plus immune checkpoint inhibitor as first-line therapy as no EGFR mutations were detected by amplification-refractory mutation system-polymerase chain reaction. However, disease progressed rapidly. Subsequently, next-generation sequencing was carried out and revealed a rare compound mutation, L833V/H835L, in exon 21 of EGFR. As a result, she was switched to second-line therapy with the third-generation TKI aumolertinib, which demonstrated good efficacy. The patient was evaluated for a remarkable progression-free survival of 18 months and an overall survival of 29 months. Conclusion: The present study supports that aumolertinib might be a good treatment option for advanced NSCLC patients with EGFR L833V/H835L mutation, particularly in patients with brain metastasis. Furthermore, conducting a comprehensive screening for gene mutations is crucial in effectively identifying potential oncogenic driver mutations and guiding mutation-targeted therapy decisions in clinical practice.
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Affiliation(s)
- Linlin Li
- Department of Medical Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Siyuan Huang
- Department of Medical Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Liying Qin
- Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
| | - Ningning Yan
- Department of Medical Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Shujing Shen
- Department of Radiotherapy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xingya Li
- Department of Medical Oncology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Ozturk K, Panwala R, Sheen J, Ford K, Payne N, Zhang DE, Hutter S, Haferlach T, Ideker T, Mali P, Carter H. Interface-guided phenotyping of coding variants in the transcription factor RUNX1 with SEUSS. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.03.551876. [PMID: 37577681 PMCID: PMC10418284 DOI: 10.1101/2023.08.03.551876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Understanding the consequences of single amino acid substitutions in cancer driver genes remains an unmet need. Perturb-seq provides a tool to investigate the effects of individual mutations on cellular programs. Here we deploy SEUSS, a Perturb-seq like approach, to generate and assay mutations at physical interfaces of the RUNX1 Runt domain. We measured the impact of 115 mutations on RNA profiles in single myelogenous leukemia cells and used the profiles to categorize mutations into three functionally distinct groups: wild-type (WT)-like, loss-of-function (LOF)-like and hypomorphic. Notably, the largest concentration of functional mutations (non-WT-like) clustered at the DNA binding site and contained many of the more frequently observed mutations in human cancers. Hypomorphic variants shared characteristics with loss of function variants but had gene expression profiles indicative of response to neural growth factor and cytokine recruitment of neutrophils. Additionally, DNA accessibility changes upon perturbations were enriched for RUNX1 binding motifs, particularly near differentially expressed genes. Overall, our work demonstrates the potential of targeting protein interaction interfaces to better define the landscape of prospective phenotypes reachable by amino acid substitutions.
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Garon EB, Reck M, Nishio K, Heymach JV, Nishio M, Novello S, Paz-Ares L, Popat S, Aix SP, Graham H, Butts BD, Visseren-Grul C, Nakagawa K. Ramucirumab plus erlotinib versus placebo plus erlotinib in previously untreated EGFR-mutated metastatic non-small-cell lung cancer (RELAY): exploratory analysis of next-generation sequencing results. ESMO Open 2023; 8:101580. [PMID: 37390764 PMCID: PMC10485403 DOI: 10.1016/j.esmoop.2023.101580] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 04/12/2023] [Accepted: 05/08/2023] [Indexed: 07/02/2023] Open
Abstract
BACKGROUND Ramucirumab plus erlotinib (RAM + ERL) demonstrated superior progression-free survival (PFS) over placebo + ERL (PBO + ERL) in the phase III RELAY study of patients with epidermal growth factor receptor (EGFR)-mutated metastatic non-small-cell lung cancer (EGFR+ mNSCLC; NCT02411448). Next-generation sequencing (NGS) was used to identify clinically relevant alterations in circulating tumor DNA (ctDNA) and explore their impact on treatment outcomes. PATIENTS AND METHODS Eligible patients with EGFR+ mNSCLC were randomized 1 : 1 to ERL (150 mg/day) plus RAM (10 mg/kg)/PBO every 2 weeks. Liquid biopsies were to be prospectively collected at baseline, cycle 4 (C4), and postdiscontinuation follow-up. EGFR and co-occurring/treatment-emergent (TE) genomic alterations in ctDNA were analyzed using Guardant360 NGS platform. RESULTS In those with valid baseline samples, detectable activating EGFR alterations in ctDNA (aEGFR+) were associated with shorter PFS [aEGFR+: 12.7 months (n = 255) versus aEGFR-: 22.0 months (n = 131); hazard ratio (HR) = 1.87, 95% confidence interval (CI) 1.42-2.51]. Irrespective of detectable/undetectable baseline aEGFR, RAM + ERL was associated with longer PFS versus PBO + ERL [aEGFR+: median PFS (mPFS) = 15.2 versus 11.1 months, HR = 0.63, 95% CI 0.46-0.85; aEGFR-: mPFS = 22.1 versus 19.2 months, HR = 0.80, 95% CI 0.49-1.30]. Baseline alterations co-occurring with aEGFR were identified in 69 genes, most commonly TP53 (43%), EGFR (other than aEGFR; 25%), and PIK3CA (10%). PFS was longer in RAM + ERL, irrespective of baseline co-occurring alterations. Clearance of baseline aEGFR by C4 was associated with longer PFS (mPFS = 14.1 versus 7.0 months, HR = 0.481, 95% CI 0.33-0.71). RAM + ERL improved PFS outcomes, irrespective of aEGFR mutation clearance. TE gene alterations were most commonly in EGFR [T790M (29%), other (19%)] and TP53 (16%). CONCLUSIONS Baseline aEGFR alterations in ctDNA were associated with shorter mPFS. RAM + ERL was associated with improved PFS outcomes, irrespective of detectable/undetectable aEGFR, co-occurring baseline alterations, or aEGFR+ clearance by C4. aEGFR+ clearance by C4 was associated with improved PFS outcomes. Monitoring co-occurring alterations and aEGFR+ clearance may provide insights into mechanisms of EGFR tyrosine kinase inhibitor resistance and the patients who may benefit from intensified treatment schedules.
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Affiliation(s)
- E B Garon
- David Geffen School of Medicine at University of California Los Angeles/TRIO-US Network, Los Angeles, USA.
| | - M Reck
- LungenClinic, Airway Research Center North (ARCN), German Center for Lung Research (DZL), Grosshansdorf, Germany
| | - K Nishio
- Department of Medical Oncology, Kindai University, Osaka, Japan
| | - J V Heymach
- Department of Thoracic/Head & Neck Medical Oncology, University of Texas, MD Anderson Cancer Center, Houston, USA; Department of Cancer Biology, University of Texas, MD Anderson Cancer Center, Houston, USA
| | - M Nishio
- Department of Thoracic Medical Oncology, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - S Novello
- Department of Oncology, AOU San Luigi, University of Turin, Turin, Italy
| | - L Paz-Ares
- Medical Oncology Department, Hospital Universitario Doce de Octubre, Madrid, Spain
| | - S Popat
- Royal Marsden NHS Trust, London, UK
| | - S Ponce Aix
- Hospital Universitario 12 de Octubre, Madrid, Spain
| | - H Graham
- Eli Lilly and Company, Indianapolis, USA
| | - B D Butts
- Eli Lilly and Company, Indianapolis, USA
| | | | - K Nakagawa
- Department of Medical Oncology, Kindai University Faculty of Medicine, Osaka, Japan
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50
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Bhai P, Turowec J, Santos S, Kerkhof J, Pickard L, Foroutan A, Breadner D, Cecchini M, Levy MA, Stuart A, Welch S, Howlett C, Lin H, Sadikovic B. Molecular profiling of solid tumors by next-generation sequencing: an experience from a clinical laboratory. Front Oncol 2023; 13:1208244. [PMID: 37483495 PMCID: PMC10359709 DOI: 10.3389/fonc.2023.1208244] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 06/05/2023] [Indexed: 07/25/2023] Open
Abstract
Background Personalized targeted therapies have transformed management of several solid tumors. Timely and accurate detection of clinically relevant genetic variants in tumor is central to the implementation of molecular targeted therapies. To facilitate precise molecular testing in solid tumors, targeted next-generation sequencing (NGS) assays have emerged as a valuable tool. In this study, we provide an overview of the technical validation, diagnostic yields, and spectrum of variants observed in 3,164 solid tumor samples that were tested as part of the standard clinical diagnostic assessment in an academic healthcare institution over a period of 2 years. Methods The Ion Ampliseq™ Cancer Hotspot Panel v2 assay (ThermoFisher) that targets ~2,800 COSMIC mutations from 50 oncogenes and tumor suppressor genes was validated, and a total of 3,164 tumor DNA samples were tested in 2 years. A total of 500 tumor samples were tested by the comprehensive panel containing all the 50 genes. Other samples, including 1,375 lung cancer, 692 colon cancer, 462 melanoma, and 135 brain cancer, were tested by tumor-specific targeted subpanels including a few clinically actionable genes. Results Of 3,164 patient samples, 2,016 (63.7%) tested positive for at least one clinically relevant variant. Of 500 samples tested by a comprehensive panel, 290 had a clinically relevant variant with TP53, KRAS, and PIK3CA being the most frequently mutated genes. The diagnostic yields in major tumor types were as follows: breast (58.4%), colorectal (77.6%), lung (60.4%), pancreatic (84.6%), endometrial (72.4%), ovary (57.1%), and thyroid (73.9%). Tumor-specific targeted subpanels also demonstrated high diagnostic yields: lung (69%), colon (61.2%), melanoma (69.7%), and brain (20.7%). Co-occurrence of mutations in more than one gene was frequently observed. Conclusions The findings of our study demonstrate the feasibility of integrating an NGS-based gene panel screen as part of a standard diagnostic protocol for solid tumor assessment. High diagnostic rates enable significant clinical impact including improved diagnosis, prognosis, and clinical management in patients with solid tumors.
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Affiliation(s)
- Pratibha Bhai
- Molecular Genetics Laboratory, London Health Sciences Centre, London, ON, Canada
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Jacob Turowec
- Molecular Genetics Laboratory, London Health Sciences Centre, London, ON, Canada
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Stephanie Santos
- Molecular Genetics Laboratory, London Health Sciences Centre, London, ON, Canada
- Department of Pathology and Laboratory Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Jennifer Kerkhof
- Molecular Genetics Laboratory, London Health Sciences Centre, London, ON, Canada
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - LeeAnne Pickard
- Department of Oncology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Aidin Foroutan
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Daniel Breadner
- Department of Oncology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Matthew Cecchini
- Molecular Genetics Laboratory, London Health Sciences Centre, London, ON, Canada
- Department of Pathology and Laboratory Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Michael A. Levy
- Molecular Genetics Laboratory, London Health Sciences Centre, London, ON, Canada
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Alan Stuart
- Molecular Genetics Laboratory, London Health Sciences Centre, London, ON, Canada
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
| | - Stephen Welch
- Department of Oncology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Christopher Howlett
- Department of Pathology and Laboratory Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Hanxin Lin
- Molecular Genetics Laboratory, Alberta Precision Laboratories, Edmonton, AB, Canada
| | - Bekim Sadikovic
- Molecular Genetics Laboratory, London Health Sciences Centre, London, ON, Canada
- Verspeeten Clinical Genome Centre, London Health Sciences Centre, London, ON, Canada
- Department of Pathology and Laboratory Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
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