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Dai S, Zhang GCX, Xiang Y, Liu Y, Wang H, Zhao F, Shu Q. Taxus chinensis var. mairei (Lemée et Lévl) Cheng et L.K. Fu overcomes the resistance to osimertinib in EGFR-mutant non-small-cell lung cancer via suppression of ERK1/2-related cholesterol biosynthesis. JOURNAL OF ETHNOPHARMACOLOGY 2024; 334:118586. [PMID: 39032664 DOI: 10.1016/j.jep.2024.118586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 07/09/2024] [Accepted: 07/14/2024] [Indexed: 07/23/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE Acquired resistance to osimertinib limits its clinical efficacy in non-small cell lung cancer (NSCLC) with EGFR mutations. The widespread recognition of Taxus chinensis var. Mairei (Lemée et Lévl) Cheng et L.K. Fu (Chinese yew) as a natural anti-cancer medication is well-established. However, the specific contribution of Taxus chinensis var. Mairei (Lemée et Lévl) Cheng et L.K. Fu in addressing resistance to osimertinib is still uncertain. AIM OF THE STUDY Based on the biological behaviors and lipid metabolism, we investigated whether aqueous extract of Taxus chinensis var. Mairei (Lemée et Lévl) Cheng et L.K. Fu (AETC) could enhance the antitumor effect of osimertinib in NSCLC with an investigation on the precise mechanisms. MATERIALS AND METHODS The effect of AETC on enhancing osimertinib sensitivity was assessed via cell viability measurements, levels of reactive oxygen species (ROS), apoptosis, and lipid levels. Western blotting was used to verify the mechanisms of AETC responsible for overcoming the resistance to osimertinib via ERK1/2 overexpression and knockdown models. In vivo validation was conducted using subcutaneous xenografts from osimertinib-resistant cells in nude mice. RESULTS Osimertinib-resistant cells exhibited altered cholesterol biosynthesis, which was induced by ERK1/2 activation. The combination of AETC and osimertinib can synergistically decrease the levels of ROS in cells, enhance apoptosis, and inhibit the growth of osimertinib-resistant cells. Mechanistic experiments demonstrated that AETC can downregulate the key regulators of cholesterol biosynthesis by regulating ERK1/2, inhibiting the endogenous synthesis rate of cholesterol, and suppressing the level of lipids in osimertinib-resistant cells and xenograft tumors when combined with osimertinib, ultimately reversing resistance to osimertinib. CONCLUSIONS The resistance to osimertinib is significantly influenced by cholesterol biosynthesis, highlighting its pivotal role in this context. AETC can enhance osimertinib sensitivity via ERK/SREBP-2/HMGCR-mediated cholesterol biosynthesis. These results provide a promising therapeutic target and potential treatment option for resistance to osimertinib.
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Affiliation(s)
- Shuying Dai
- Department of First Clinical Medical College, Zhejiang Chinese Medical University, No. 548 Binwen Road, Hangzhou 310053, China; Department of Geriatrics, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, Zhejiang, China
| | - Gao-Chen-Xi Zhang
- Department of Oncology, Zhejiang Provincial Hospital of Traditional Chinese Medicine, No. 54 Youdian Road, Hangzhou 310006, China
| | - Yuying Xiang
- Department of First Clinical Medical College, Zhejiang Chinese Medical University, No. 548 Binwen Road, Hangzhou 310053, China
| | - Yi Liu
- Department of First Clinical Medical College, Zhejiang Chinese Medical University, No. 548 Binwen Road, Hangzhou 310053, China
| | - Haibing Wang
- Department of Oncology, Zhejiang Provincial Hospital of Traditional Chinese Medicine, No. 54 Youdian Road, Hangzhou 310006, China
| | - Fangmin Zhao
- Department of First Clinical Medical College, Zhejiang Chinese Medical University, No. 548 Binwen Road, Hangzhou 310053, China
| | - Qijin Shu
- Department of Oncology, Zhejiang Provincial Hospital of Traditional Chinese Medicine, No. 54 Youdian Road, Hangzhou 310006, China.
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Corvaja C, Passaro A, Attili I, Aliaga PT, Spitaleri G, Signore ED, de Marinis F. Advancements in fourth-generation EGFR TKIs in EGFR-mutant NSCLC: Bridging biological insights and therapeutic development. Cancer Treat Rev 2024; 130:102824. [PMID: 39366135 DOI: 10.1016/j.ctrv.2024.102824] [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: 06/18/2024] [Revised: 08/31/2024] [Accepted: 09/02/2024] [Indexed: 10/06/2024]
Abstract
Third-generation EGFR tyrosine kinase inhibitor (TKIs) have revolutionized the treatment landscape for patients with non-small cell lung cancer (NSCLC) harboring EGFR activating mutations, with improved long-term outcomes compared to first-generation TKIs. Nevertheless, disease progression inevitably occurs, limiting osimertinib long-term efficacy. Indeed, the molecular biology underlying acquired resistance to first-line osimertinib is multifaceted and includes the emergence of on-target and off-target alterations. EGFR-C797S mutation represents the most frequent mechanism of on-target resistance and hinders drug binding to the target site. EGFR-independent resistance includes the activation of alternative signaling pathways, such as MET amplification and HER2 mutations, and histological transformation. In this setting, chemotherapy is the current therapeutic option, with modest clinical outcomes. Therefore, the development of novel therapeutic strategies to overcome resistance to osimertinib is a major challenge. In this setting, fourth-generation TKIs are emerging as an interesting therapeutic option to overcome on-target resistance. Preclinical drug development has led to the discovery of thiazole-amid inhibitors, which activity is mediated by the allosteric inhibition of EGFR, resulting in high specificity towards mutant-EGFR. Early phase 1/2 clinical trials are ongoing to elucidate their activity also in the clinical setting. Aim of this review is to provide a state-of-the-art analysis on preclinical development of fourth-generation EGFR-TKIs and promising preliminary clinical data.
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Affiliation(s)
- Carla Corvaja
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Via G. Ripamonti, 435 - 20141 Milan, Italy
| | - Antonio Passaro
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Via G. Ripamonti, 435 - 20141 Milan, Italy.
| | - Ilaria Attili
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Via G. Ripamonti, 435 - 20141 Milan, Italy
| | - Pamela Trillo Aliaga
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Via G. Ripamonti, 435 - 20141 Milan, Italy
| | - Gianluca Spitaleri
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Via G. Ripamonti, 435 - 20141 Milan, Italy
| | - Ester Del Signore
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Via G. Ripamonti, 435 - 20141 Milan, Italy
| | - Filippo de Marinis
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Via G. Ripamonti, 435 - 20141 Milan, Italy
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Dickerson H, Diab A, Al Musaimi O. Epidermal Growth Factor Receptor Tyrosine Kinase Inhibitors in Cancer: Current Use and Future Prospects. Int J Mol Sci 2024; 25:10008. [PMID: 39337496 PMCID: PMC11432255 DOI: 10.3390/ijms251810008] [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: 08/30/2024] [Revised: 09/12/2024] [Accepted: 09/16/2024] [Indexed: 09/30/2024] Open
Abstract
Tyrosine kinase inhibitors (TKIs) have emerged as a leading targeted cancer therapy, reducing the side effects often seen with non-targeted treatments, especially the damage to healthy cells. To tackle resistance, typically caused by epidermal growth factor receptor (EGFR) mutations, four generations of TKIs have been developed. Each generation has shown improved effectiveness and fewer side effects, resulting in better patient outcomes. For example, patients on gefitinib, a first-generation TKI, experienced a progression-free survival (PFS) of 10 months compared to 5 months with conventional chemotherapy. Second-generation TKI afatinib outperformed erlotinib and extended PFS to 11.1 months compared to 6.9 months with cisplatin. Third-generation TKIs further increased survival to 38.6 months, compared to 31.8 months with first-generation TKIs. This progress demonstrates the ability of newer TKIs to overcome resistance, particularly the T790M mutation, while reducing adverse effects. Ongoing research focuses on overcoming resistance from newer mutations like C797S to further improve patient survival. These developments highlight the significant progress in TKI therapy and the continued effort to refine cancer treatment. Recent research in South Korea shows that third-generation TKIs are ineffective against non-small cell lung cancer (NSCLC) with the C797S mutation. Several trials have started showing promising in vitro and in vivo results, but more trials are needed before clinical approval. This review underscores notable advancements in the field of EGFR TKIs, offering a comprehensive analysis of their mechanisms of action and the progression of various TKI generations in response to resistance.
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Affiliation(s)
- Henry Dickerson
- School of Pharmacy, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Ahmad Diab
- School of Pharmacy, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Othman Al Musaimi
- School of Pharmacy, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
- Department of Chemical Engineering, Imperial College London, London SW7 2AZ, UK
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Su C, Sun SY. Fourth-generation epidermal growth factor receptor-tyrosine kinases inhibitors: hope and challenges. Transl Cancer Res 2024; 13:3929-3934. [PMID: 39262457 PMCID: PMC11384918 DOI: 10.21037/tcr-24-406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 06/26/2024] [Indexed: 09/13/2024]
Affiliation(s)
- Chunxia Su
- Department of Oncology, Shanghai Pulmonary Hospital & Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, China
| | - Shi-Yong Sun
- Department of Hematology and Medical Oncology, Emory University School of Medicine and Winship Cancer Institute, Atlanta, GA, USA
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Zhou Y, Yao Z, Lin Y, Zhang H. From Tyrosine Kinases to Tyrosine Phosphatases: New Therapeutic Targets in Cancers and Beyond. Pharmaceutics 2024; 16:888. [PMID: 39065585 PMCID: PMC11279542 DOI: 10.3390/pharmaceutics16070888] [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: 04/25/2024] [Revised: 06/20/2024] [Accepted: 06/27/2024] [Indexed: 07/28/2024] Open
Abstract
Protein tyrosine kinases (PTKs) and protein tyrosine phosphatases (PTPs) regulate the level of tyrosine phosphorylation in proteins. PTKs are key enzymes that catalyze the transfer of an ATP phosphoric acid to a tyrosine residue on target protein substrates. Protein tyrosine phosphatases (PTPs) are responsible for the dephosphorylation of tyrosine residues and play a role in countering PTK overactivity. As widespread oncogenes, PTKs were once considered to be promising targets for therapy. However, tyrosine kinase inhibitors (TKIs) now face a number of challenges, including drug resistance and toxic side effects. Treatment strategies now need to be developed from a new perspective. In this review, we assess the current state of TKIs and highlight the role of PTPs in cancer and other diseases. With the advances of allosteric inhibition and the development of multiple alternative proprietary drug strategies, the reputation of PTPs as "undruggable" targets has been overturned, and they are now considered viable therapeutic targets. We also discuss the strategies and prospects of PTP-targeted therapy, as well as its future development.
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Affiliation(s)
- Yu Zhou
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, MOE Key Laboratory of Tumor Molecular Biology, and Institute of Precision Cancer Medicine and Pathology, School of Medicine, Jinan University, Guangzhou 510632, China; (Y.Z.); (Z.Y.); (Y.L.)
| | - Zhimeng Yao
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, MOE Key Laboratory of Tumor Molecular Biology, and Institute of Precision Cancer Medicine and Pathology, School of Medicine, Jinan University, Guangzhou 510632, China; (Y.Z.); (Z.Y.); (Y.L.)
- Department of Urology Surgery, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510660, China
| | - Yusheng Lin
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, MOE Key Laboratory of Tumor Molecular Biology, and Institute of Precision Cancer Medicine and Pathology, School of Medicine, Jinan University, Guangzhou 510632, China; (Y.Z.); (Z.Y.); (Y.L.)
- Department of Thoracic Surgery, The First Affiliated Hospital of Jinan University, Jinan University, Guangzhou 510660, China
| | - Hao Zhang
- State Key Laboratory of Bioactive Molecules and Druggability Assessment, MOE Key Laboratory of Tumor Molecular Biology, and Institute of Precision Cancer Medicine and Pathology, School of Medicine, Jinan University, Guangzhou 510632, China; (Y.Z.); (Z.Y.); (Y.L.)
- Department of Pathology, Gongli Hospital of Shanghai Pudong New Area, Shanghai 200135, China
- Zhuhai Institute of Jinan University, Zhuhai 511436, China
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Fukuda S, Suda K, Hamada A, Oiki H, Ohara S, Ito M, Soh J, Mitsudomi T, Tsutani Y. Potential Utility of a 4th-Generation EGFR-TKI and Exploration of Resistance Mechanisms-An In Vitro Study. Biomedicines 2024; 12:1412. [PMID: 39061985 PMCID: PMC11273927 DOI: 10.3390/biomedicines12071412] [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: 05/25/2024] [Revised: 06/17/2024] [Accepted: 06/21/2024] [Indexed: 07/28/2024] Open
Abstract
The emergence of acquired resistance to EGFR-tyrosine kinase inhibitors (TKIs) is almost inevitable even after a remarkable clinical response. Secondary mutations such as T790M and C797S are responsible for the resistance to 1st/2nd-generation (1/2G) TKIs and 3G TKIs, respectively. To overcome both the T790M and C797S mutations, novel 4G EGFR-TKIs are now under early clinical development. In this study, we evaluated the efficacy of a 4G EGFR-TKI in the treatment of lung cancer with EGFR mutation as well as explored resistance mechanisms to a 4G TKI. First, we compared the efficacies of seven TKIs including a 4G TKI, BI4020, against Ba/F3 cell models that simulate resistant tumors after front-line osimertinib treatment failure because of a secondary mutation. We also established acquired resistant cells to BI4020 by chronic drug exposure. Ba/F3 cells with an osimertinib-resistant secondary mutation were refractory to all 3G TKIs tested (alflutinib, lazertinib, rezivertinib, almonertinib, and befotertinib). BI4020 inhibited the growth of C797S-positive cells; however, it was not effective against L718Q-positive cells. Erlotinib was active against all Ba/F3 cells tested. In the analysis of resistance mechanisms of BI4020-resistant (BIR) cells, none harbored secondary EGFR mutations. HCC827BIR cells had MET gene amplification and were sensitive to a combination of capmatinib (MET-TKI) and BI4020. HCC4006BIR and H1975BIR cells exhibited epithelial-to-mesenchymal transition. This study suggests that erlotinib may be more suitable than 4G TKIs to overcome secondary mutations after front-line osimertinib. We found that off-target mechanisms that cause resistance to earlier-generation TKIs will also cause resistance to 4G TKIs.
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Affiliation(s)
| | - Kenichi Suda
- Division of Thoracic Surgery, Department of Surgery, Kindai University Faculty of Medicine, Osaka-Sayama 589-8511, Japan; (S.F.); (A.H.); (H.O.); (S.O.); (M.I.); (J.S.); (T.M.); (Y.T.)
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Lu C, Gao Z, Wu D, Zheng J, Hu C, Huang D, He C, Liu Y, Lin C, Peng T, Dou Y, Zhang Y, Sun F, Jiang W, Yin G, Han R, He Y. Understanding the dynamics of TKI-induced changes in the tumor immune microenvironment for improved therapeutic effect. J Immunother Cancer 2024; 12:e009165. [PMID: 38908857 PMCID: PMC11328648 DOI: 10.1136/jitc-2024-009165] [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] [Accepted: 06/08/2024] [Indexed: 06/24/2024] Open
Abstract
BACKGROUND The dynamic interplay between tyrosine kinase inhibitors (TKIs) and the tumor immune microenvironment (TME) plays a crucial role in the therapeutic trajectory of non-small cell lung cancer (NSCLC). Understanding the functional dynamics and resistance mechanisms of TKIs is essential for advancing the treatment of NSCLC. METHODS This study assessed the effects of short-term and long-term TKI treatments on the TME in NSCLC, particularly targeting epidermal growth factor receptor (EGFR) and anaplastic lymphoma kinase (ALK) mutations. We analyzed changes in immune cell composition, cytokine profiles, and key proteins involved in immune evasion, such as laminin subunit γ-2 (LAMC2). We also explored the use of aspirin as an adjunct therapy to modulate the TME and counteract TKI resistance. RESULTS Short-term TKI treatment enhanced T cell-mediated tumor clearance, reduced immunosuppressive M2 macrophage infiltration, and downregulated LAMC2 expression. Conversely, long-term TKI treatment fostered an immunosuppressive TME, contributing to drug resistance and promoting immune escape. Differential responses were observed among various oncogenic mutations, with ALK-targeted therapies eliciting a stronger antitumor immune response compared with EGFR-targeted therapies. Notably, we found that aspirin has potential in overcoming TKI resistance by modulating the TME and enhancing T cell-mediated tumor clearance. CONCLUSIONS These findings offer new insights into the dynamics of TKI-induced changes in the TME, improving our understanding of NSCLC challenges. The study underscores the critical role of the TME in TKI resistance and suggests that adjunct therapies, like aspirin, may provide new strategies to enhance TKI efficacy and overcome resistance.
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Affiliation(s)
- Conghua Lu
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Ziyuan Gao
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Di Wu
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Jie Zheng
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Chen Hu
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Daijuan Huang
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
- School of Medicine, Chongqing University, Chongqing, China
| | - Chao He
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Yihui Liu
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Caiyu Lin
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Tao Peng
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Yuanyao Dou
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
- Key Laboratory of Biorheological Science and Technology, Ministry of Education, College of Bioengineering, Chongqing University, Chongqing, China
| | - Yimin Zhang
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Fenfen Sun
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Weiling Jiang
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Guoqing Yin
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Rui Han
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
| | - Yong He
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
- Chongqing Key Laboratory of Precision Medicine and Prevention of Major Respiratory Diseases, Chongqing, China
- School of Medicine, Chongqing University, Chongqing, China
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Zhang G, Man Q, Shang L, Zhang J, Cao Y, Li S, Qian R, Ren J, Pu H, Zhou J, Zhang Z, Kong W. Using Multi-phase CT Radiomics Features to Predict EGFR Mutation Status in Lung Adenocarcinoma Patients. Acad Radiol 2024; 31:2591-2600. [PMID: 38290884 DOI: 10.1016/j.acra.2023.12.024] [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: 10/18/2023] [Revised: 12/12/2023] [Accepted: 12/15/2023] [Indexed: 02/01/2024]
Abstract
RATIONALE AND OBJECTIVES This study aimed to non-invasively predict epidermal growth factor receptor (EGFR) mutation status in patients with lung adenocarcinoma using multi-phase computed tomography (CT) radiomics features. MATERIALS AND METHODS A total of 424 patients with lung adenocarcinoma were recruited from two hospitals who underwent preoperative non-enhanced CT (NE-CT) and enhanced CT (including arterial phase CT [AP-CT], and venous phase CT [VP-CT]). Patients were divided into training (n = 297) and external validation (n = 127) cohorts according to hospital. Radiomics features were extracted from the NE-CT, AP-CT, and VP-CT images, respectively. The Wilcoxon test, correlation analysis, and simulated annealing were used for feature screening. A clinical model and eight radiomics models were established. Furthermore, a clinical-radiomics model was constructed by incorporating multi-phase CT features and clinical risk factors. Receiver operating characteristic curves were used to evaluate the predictive performance of the models. RESULTS The predictive performance of multi-phase CT radiomics model (AUC of 0.925 [95% CI, 0.879-0.971] in the validation cohort) was higher than that of NE-CT, AP-CT, VP-CT, and clinical models (AUCs of 0.860 [95% CI,0.794-0.927], 0.792 [95% CI, 0.713-0.871], 0.753 [95% CI, 0.669-0.838], and 0.706 [95% CI, 0.620-0.791] in the validation cohort, respectively) (all P < 0.05). The predictive performance of the clinical-radiomics model (AUC of 0.927 [95% CI, 0.882-0.971] in the validation cohort) was comparable to that of multi-phase CT radiomics model (P > 0.05). CONCLUSION Our multi-phase CT radiomics model showed good performance in identifying the EGFR mutation status in patients with lung adenocarcinoma, which may assist personalized treatment decisions.
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Affiliation(s)
- Guojin Zhang
- Department of Radiology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China (G.Z., L.S., R.Q., H.P., W.K.)
| | - Qiong Man
- School of Pharmacy, Chengdu Medical College, Chengdu, China (Q.M.)
| | - Lan Shang
- Department of Radiology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China (G.Z., L.S., R.Q., H.P., W.K.)
| | - Jing Zhang
- Department of Radiology, Fifth Affiliated Hospital of Zunyi Medical University, Zhuhai, China (J.Z.)
| | - Yuntai Cao
- Department of Radiology, Affiliated Hospital of Qinghai University, Xining, China (Y.C.)
| | - Shenglin Li
- Department of Radiology, Lanzhou University Second Hospital, Lanzhou, China (S.L., J.Z.)
| | - Rong Qian
- Department of Radiology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China (G.Z., L.S., R.Q., H.P., W.K.)
| | - Jialiang Ren
- ŌGE Healthcare China, Department of Radiology, China (J.R.)
| | - Hong Pu
- Department of Radiology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China (G.Z., L.S., R.Q., H.P., W.K.)
| | - Junlin Zhou
- Department of Radiology, Lanzhou University Second Hospital, Lanzhou, China (S.L., J.Z.)
| | - Zhuoli Zhang
- Department of Radiology and BME, University of California Irvine, Irvine, California, USA (Z.Z.)
| | - Weifang Kong
- Department of Radiology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, China (G.Z., L.S., R.Q., H.P., W.K.).
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Laface C, Fedele P. What the future holds: BBT-176, beyond third-generation EGFR tyrosine kinase inhibitors. Transl Lung Cancer Res 2024; 13:220-222. [PMID: 38496697 PMCID: PMC10938097 DOI: 10.21037/tlcr-23-795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 01/23/2024] [Indexed: 03/19/2024]
Affiliation(s)
- Carmelo Laface
- Medical Oncology, Dario Camberlingo Hospital, Francavilla Fontana, Italy
| | - Palma Fedele
- Medical Oncology, Dario Camberlingo Hospital, Francavilla Fontana, Italy
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Rotow JK, Lee JK, Madison RW, Oxnard GR, Jänne PA, Schrock AB. Real-World Genomic Profile of EGFR Second-Site Mutations and Other Osimertinib Resistance Mechanisms and Clinical Landscape of NSCLC Post-Osimertinib. J Thorac Oncol 2024; 19:227-239. [PMID: 37806383 DOI: 10.1016/j.jtho.2023.09.1453] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 09/11/2023] [Accepted: 09/29/2023] [Indexed: 10/10/2023]
Abstract
INTRODUCTION The emergence of osimertinib as standard of care for EGFR-mutant NSCLC has renewed the need to understand and overcome drug resistance. We sought to understand the genomics and real-world treatment landscape of NSCLC with EGFR C797S and other on- and off-target resistance mechanisms. METHODS Comprehensive genomic profiling (CGP) results from tissue or blood samples from 93,065 patients with NSCLC were queried for osimertinib EGFR second-site resistance mutations (ssEGFRms; C797, L718, G724, G796, L792). A real-world electronic health record-derived deidentified clinicogenomic database of patients with NSCLC undergoing CGP from approximately 280 U.S. cancer clinics was queried to assess post-osimertinib resistance and clinical treatment outcomes. RESULTS A ssEGFRm was identified in 239 of 8845 (2.7%) EGFR-driven (L858R or exon 19 deletion) NSCLCs, most frequently C797 (71%), L718 (15%), and G724 (9.5%). ssEGFRms were not equally distributed across drivers; C797 and G724 changes strongly favored exon 19 deletion and L718, G796 and L792 favored L858R. Post-osimertinib CGP detected ssEGFRm in 19% of the cases (39 of 205); in paired pre-/post-osimertinib samples, on- and off-target resistance was largely mutually exclusive and observed in 24% and 27% of the cases, respectively. Of 391 patients with post-osimertinib treatment data, 62% received a chemotherapy-based regimen, whereas 25% received a targeted therapy or clinical study drug. Median real-world overall survival was 11.4 months from osimertinib progression. CONCLUSIONS The osimertinib resistance landscape is diverse with on-target ssEGFRm and off-target resistance detected in tissue and liquid biopsy. Post-osimertinib, patients are receiving primarily chemotherapy-based regimens with poor outcomes, and CGP at resistance may offer an opportunity to inform therapeutic development and improve treatment selection.
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Affiliation(s)
- Julia K Rotow
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jessica K Lee
- Department of Clinical Development, Foundation Medicine, Inc., Boston, Massachusetts
| | - Russell W Madison
- Department of Clinical Development, Foundation Medicine, Inc., Boston, Massachusetts
| | - Geoffrey R Oxnard
- Department of Clinical Development, Foundation Medicine, Inc., Boston, Massachusetts
| | - Pasi A Jänne
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Alexa B Schrock
- Department of Clinical Development, Foundation Medicine, Inc., Boston, Massachusetts.
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Akunevich AA, Khrustalev VV, Khrustaleva TA, Yermalovich MA. The Agonistic Activity of the Human Epidermal Growth Factor is Reduced by the D46G Substitution. Protein Pept Lett 2024; 31:504-518. [PMID: 39041280 DOI: 10.2174/0109298665297321240708044223] [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: 02/21/2024] [Revised: 04/14/2024] [Accepted: 06/05/2024] [Indexed: 07/24/2024]
Abstract
BACKGROUND Resistance to anti-tumor agents targeting the epidermal growth factor receptor (EGFR) reduces treatment response and requires the development of novel EGFR antagonists. Mutant epidermal growth factor (EGF) forms with reduced agonistic activity could be promising agents in cancer treatment. METHODS EGF D46G affinity to EGFR domain III was assessed with affinity chromatography. EGF D46G acute toxicity in Af albino mice at 320 and 3200 μg/kg subcutaneous doses was evaluated. EGF D46G activity in human epidermoid carcinoma cells at 10 ng/mL concentration in serum-free medium and in subcutaneous Ehrlich ascites carcinoma mice model at 320 μg/kg dose was studied. RESULTS The D46G substitution decreases the thermal stability of EGF complexes with EGFR domain III by decreasing the ability of the C-terminus to be released from the intermolecular β- sheet. However, with remaining binding sites for EGFR domain I, EGF D46G effectively competes with other EGF-like growth factors for binding to EGFR and does not demonstrate toxic effects in mice. EGF D46G inhibits the proliferation of human epidermoid carcinoma cells compared to native EGF. A single subcutaneous administration of EGF D46G along with Ehrlich carcinoma cells injection inhibits the proliferation of these cells and delays tumor formation for up to seven days. CONCLUSION EGF D46G can be defined as a partial EGFR agonist as this mutant form demonstrates reduced agonistic activity compared to native EGF. The study emphasizes the role of the EGF C-terminus in establishing interactions with EGFR domain III, which are necessary for EGFR activation and subsequent proliferation of cells.
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Affiliation(s)
| | | | | | - Marina Anatolyevna Yermalovich
- Laboratory of Vaccine Controlled Infections, Republican Research and Practical Center for Epidemiology and Microbiology, Filimonava 23, Minsk, 220114, Belarus
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Shaban N, Kamashev D, Emelianova A, Buzdin A. Targeted Inhibitors of EGFR: Structure, Biology, Biomarkers, and Clinical Applications. Cells 2023; 13:47. [PMID: 38201251 PMCID: PMC10778338 DOI: 10.3390/cells13010047] [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: 11/29/2023] [Revised: 12/20/2023] [Accepted: 12/21/2023] [Indexed: 01/12/2024] Open
Abstract
Members of the EGFR family of tyrosine kinase receptors are major regulators of cellular proliferation, differentiation, and survival. In humans, abnormal activation of EGFR is associated with the development and progression of many cancer types, which makes it an attractive target for molecular-guided therapy. Two classes of EGFR-targeted cancer therapeutics include monoclonal antibodies (mAbs), which bind to the extracellular domain of EGFR, and tyrosine kinase inhibitors (TKIs), which mostly target the intracellular part of EGFR and inhibit its activity in molecular signaling. While EGFR-specific mAbs and three generations of TKIs have demonstrated clinical efficacy in various settings, molecular evolution of tumors leads to apparent and sometimes inevitable resistance to current therapeutics, which highlights the need for deeper research in this field. Here, we tried to provide a comprehensive and systematic overview of the rationale, molecular mechanisms, and clinical significance of the current EGFR-targeting drugs, highlighting potential candidate molecules in development. We summarized the underlying mechanisms of resistance and available personalized predictive approaches that may lead to improved efficacy of EGFR-targeted therapies. We also discuss recent developments and the use of specific therapeutic strategies, such as multi-targeting agents and combination therapies, for overcoming cancer resistance to EGFR-specific drugs.
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Affiliation(s)
- Nina Shaban
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia; (D.K.); (A.B.)
- Laboratory for Translational Genomic Bioinformatics, Moscow Institute of Physics and Technology, Dolgoprudny 141701, Russia
| | - Dmitri Kamashev
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia; (D.K.); (A.B.)
- Laboratory for Translational Genomic Bioinformatics, Moscow Institute of Physics and Technology, Dolgoprudny 141701, Russia
- Institute of Personalized Oncology, I.M. Sechenov First Moscow State Medical University, Moscow 119991, Russia
| | - Aleksandra Emelianova
- World-Class Research Center “Digital Biodesign and Personalized Healthcare”, Sechenov First Moscow State Medical University, Moscow 119991, Russia;
| | - Anton Buzdin
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia; (D.K.); (A.B.)
- Laboratory for Translational Genomic Bioinformatics, Moscow Institute of Physics and Technology, Dolgoprudny 141701, Russia
- Institute of Personalized Oncology, I.M. Sechenov First Moscow State Medical University, Moscow 119991, Russia
- PathoBiology Group, European Organization for Research and Treatment of Cancer (EORTC), 1200 Brussels, Belgium
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Patel S, Patel JD. Current and Emerging Treatment Options for Patients with Metastatic EGFR-Mutated Non-small Cell Lung Cancer After Progression on Osimertinib and Platinum-Based Chemotherapy: A Podcast Discussion. Adv Ther 2023; 40:5579-5590. [PMID: 37801233 PMCID: PMC10611612 DOI: 10.1007/s12325-023-02680-1] [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: 06/30/2023] [Accepted: 09/06/2023] [Indexed: 10/07/2023]
Abstract
Patients with metastatic epidermal growth factor receptor (EGFR)-mutated non-small cell lung cancer (NSCLC) are widely treated with osimertinib, the preferred first-line treatment option. However, disease progression inevitably occurs, driven by EGFR-dependent or EGFR-independent mechanisms of resistance. Platinum-based chemotherapy is the recommended treatment following progression with osimertinib but responses to platinum-based chemotherapy are transient. Salvage therapies, which are used after progression on platinum-based chemotherapy, have poor clinical outcomes in addition to substantial toxicity. In this podcast, we discuss the current treatment landscape and emerging therapeutic options for patients with metastatic EGFR-mutated NSCLC whose disease has progressed following treatment with osimertinib and platinum-based chemotherapy.Podcast audio available for this article.
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Affiliation(s)
- Sandip Patel
- University of California San Diego, La Jolla, San Diego, CA, 92093, USA.
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Attili I, Corvaja C, Spitaleri G, Del Signore E, Trillo Aliaga P, Passaro A, de Marinis F. New Generations of Tyrosine Kinase Inhibitors in Treating NSCLC with Oncogene Addiction: Strengths and Limitations. Cancers (Basel) 2023; 15:5079. [PMID: 37894445 PMCID: PMC10605462 DOI: 10.3390/cancers15205079] [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: 09/29/2023] [Revised: 10/17/2023] [Accepted: 10/17/2023] [Indexed: 10/29/2023] Open
Abstract
Tyrosine kinase inhibitors (TKIs) revolutionized the treatment of patients with advanced or metastatic non-small cell lung cancer (NSCLC) harboring most driver gene alterations. Starting from the first generation, research rapidly moved to the development of newer, more selective generations of TKIs, obtaining improved results in terms of disease control and survival. However, the use of novel generations of TKIs is not without limitations. We reviewed the main results obtained, as well as the ongoing clinical trials with TKIs in oncogene-addicted NSCLC, together with the biology underlying their potential strengths and limitations. Across driver gene alterations, novel generations of TKIs allowed delayed resistance, prolonged survival, and improved brain penetration compared to previous generations, although with different toxicity profiles, that generally moved their use from further lines to the front-line treatment. However, the anticipated positioning of novel generation TKIs leads to abolishing the possibility of TKI treatment sequencing and any role of previous generations. In addition, under the selective pressure of such more potent drugs, resistant clones emerge harboring more complex and hard-to-target resistance mechanisms. Deeper knowledge of tumor biology and drug properties will help identify new strategies, including combinatorial treatments, to continue improving results in patients with oncogene-addicted NSCLC.
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Affiliation(s)
- Ilaria Attili
- Division of Thoracic Oncology, European Institute of Oncology IRCCS, Via G. Ripamonti 435, 20141 Milan, Italy
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