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Ren J, Zhao S, Lai J. Role and mechanism of COL3A1 in regulating the growth, metastasis, and drug sensitivity in cisplatin-resistant non-small cell lung cancer cells. Cancer Biol Ther 2024; 25:2328382. [PMID: 38530094 DOI: 10.1080/15384047.2024.2328382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 03/05/2024] [Indexed: 03/27/2024] Open
Abstract
Non-small cell lung cancer (NSCLC) is among the most difficult malignancies to treat. Type III collagen (COL3A1) can affect the progression and chemoresistance development of NSCLC. We herein explored the mechanism that drives COL3A1 dysregulation in NSCLC. Potential RNA-binding proteins (RBPs) and transcription factors (TFs) that could bind to COL3A1 were searched by bioinformatics. mRNA expression was detected by quantitative PCR. Protein expression was evaluated using immunoblotting and immunohistochemistry. The effects of the variables were assessed by gauging cell growth, invasiveness, migratory capacity, apoptosis, and cisplatin (DDP) sensitivity. The direct YY1/COL3A1 relationship was confirmed by ChIP and luciferase reporter experiments. Xenograft experiments were done to examine COL3A1's function in DDP efficacy. COL3A1 showed enhanced expression in DDP-resistant NSCLC. In H460/DDP and A549/DDP cells, downregulation of COL3A1 exerted inhibitory functions in cell growth, invasiveness, and migration, as well as promoting effects on cell DDP sensitivity and apoptosis. Mechanistically, ELAV-like RNA binding protein 1 (ELAVL1) enhanced the mRNA stability and expression of COL3A1, and Yin Yang 1 (YY1) promoted the transcription and expression of COL3A1. Furthermore, upregulation of COL3A1 reversed ELAVL1 inhibition- or YY1 deficiency-mediated functions in DDP-resistant NSCLC cells. Additionally, COL3A1 downregulation enhanced the anti-tumor efficacy of DDP in vivo. Our investigation demonstrates that COL3A1 upregulation, induced by both RBP ELAVL1 and TF YY1, exerts important functions in phenotypes of NSCLC cells with DDP resistance, offering an innovative opportunity in the treatment of drug-resistant NSCLC.
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Affiliation(s)
- Jiankun Ren
- Nursing School, Hebi Polytechnic, Hebi City, China
| | - Songwei Zhao
- Nursing School, Hebi Polytechnic, Hebi City, China
| | - Junyu Lai
- Department of Cardiology, Affiliated Hospital of Jiangxi University of Chinese Medicine, Nanchang, Jiangxi, China
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2
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Ye W, Lv H, Zhang Q, Zhao J, Zhao X, Zhao G, Yan C, Sun F, Zhao Z, Jia X. A cisplatin and disulphiram co-loaded inclusion complex overcomes drug resistance by inhibiting cancer cell stemness in non-small cell lung cancer. J Drug Target 2024; 32:159-171. [PMID: 38133515 DOI: 10.1080/1061186x.2023.2298844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 12/18/2023] [Indexed: 12/23/2023]
Abstract
Introduction: Non-small cell lung cancer (NSCLC) accounting for about 80-85% of all lung cancer cases is one of the fastest-growing malignancies in terms of incidence and mortality worldwide and is commonly treated with cisplatin (DDP). Although treatment may initially be effective, the DDP therapy often leads to the development of chemoresistance and treatment failure. Disulphiram (DSF), an old alcohol-aversion drug, has been revealed to help reverse drug resistance in several cancers. In addition, several studies have shown a close relationship between drug resistance and cancer cell stemness.Methods: In this study, DDP and DSF were embedded in hydroxypropyl-β-cyclodextrin (CD) to prepare a co-loaded inclusion complex of DDP and DSF (DDP-DSF/CD) with enhanced solubility and therapeutic effects. The effects and mechanism of DSF on the DDP resistance from the perspective of cancer cell stemness were determined.Results: Our data show that DDP-DSF/CD increased cytotoxicity and apoptosis of DDP-resistant A549 (A549/DDP) cells, inhibited stem cell transcriptional regulatory genes and drug resistance-associated proteins and reversed the DDP resistance in vitro and in vivo.Discussion: Overall, DDP-DSF/CD could be a promising formulation for the reversal of DDP resistance in NSCLC by inhibiting cancer cell stemness.
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Affiliation(s)
- Wenhui Ye
- Department of Pharmaceutics, Key Laboratory of Chemical Biology of Ministry of Education, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- Key University Laboratory of Pharmaceutics & Drug Delivery Systems of Shandong Province, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- Department of Pharmacy, Qilu Hospital (Qingdao), Shandong University, Qingdao, China
| | - Huaiyou Lv
- Department of Pharmaceutics, Key Laboratory of Chemical Biology of Ministry of Education, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- Key University Laboratory of Pharmaceutics & Drug Delivery Systems of Shandong Province, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- Department of Pharmacy, Yantai Yuhuangding Hospital Affiliated to Qingdao University, Yantai, Shandong, China
| | - Qinxiu Zhang
- Department of Pharmaceutics, Key Laboratory of Chemical Biology of Ministry of Education, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- Key University Laboratory of Pharmaceutics & Drug Delivery Systems of Shandong Province, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Jianxiong Zhao
- Department of Pharmaceutics, Key Laboratory of Chemical Biology of Ministry of Education, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- Key University Laboratory of Pharmaceutics & Drug Delivery Systems of Shandong Province, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Xin Zhao
- Department of Pharmaceutics, Key Laboratory of Chemical Biology of Ministry of Education, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- Key University Laboratory of Pharmaceutics & Drug Delivery Systems of Shandong Province, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Guozhi Zhao
- Department of Pharmaceutics, Key Laboratory of Chemical Biology of Ministry of Education, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- Key University Laboratory of Pharmaceutics & Drug Delivery Systems of Shandong Province, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Chongzheng Yan
- Department of Pharmaceutics, Key Laboratory of Chemical Biology of Ministry of Education, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- Key University Laboratory of Pharmaceutics & Drug Delivery Systems of Shandong Province, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Fengqin Sun
- Department of Pharmaceutics, Key Laboratory of Chemical Biology of Ministry of Education, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- Key University Laboratory of Pharmaceutics & Drug Delivery Systems of Shandong Province, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Zhongxi Zhao
- Department of Pharmaceutics, Key Laboratory of Chemical Biology of Ministry of Education, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
- Key University Laboratory of Pharmaceutics & Drug Delivery Systems of Shandong Province, School of Pharmaceutical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Xiumei Jia
- Department of Pharmacy, Yantai Yuhuangding Hospital Affiliated to Qingdao University, Yantai, Shandong, China
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Xiang H, Danna D, Xuefei C, Zhao J, Jin G. The efficacy and safety of adding anlotinib in gradual progression on third-generation EGFR-TKIs for EGFR-mutant advanced nonsmall cell lung cancer. Anticancer Drugs 2024; 35:433-439. [PMID: 38410975 DOI: 10.1097/cad.0000000000001575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
Acquired resistance is unavoidable with the approval of third-generation epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs) for first-line therapy of advanced non small cell lung cancer (NSCLC). Some studies have found that combining antiangiogenesis medicines with EGFR-TKI may benefit clinical outcomes in EGFR-mutant NSCLC. However, it is unclear whether EGFR-TKI paired with antiangiogenesis therapy could further improve survival for patients with gradual progression. Thus, we comprised the clinical effectiveness and safety of continuous EGFR-TKI in combination with anlotinib and EGFR-TKI alone in patients who had gradual progression on third-generation EGFR-TKI treatment. The comparison of progression-free survival (PFS) and overall survival(OS) between two groups used the Kaplan-Meier method. Our study comprised 121 eligible patients in total. The objective response rates were 25.0% and 0%, and the disease response rate was 91.7% and 86.9% in the combination group and EGFR-TKIs monotherapy group. The median PFS of combined anlotinib and EGFR-TKI treatment was 6.7 months and the median PFS was 3.6 months in the EGFR-TKI monotherapy group ( P < 0.001). There were no significant differences between the two groups in OS. The common adverse reactions were diarrhea (21.7%), hypertension (21.6%) and proteinuria (20.0%) in the combination group. Seven patients experienced a grade 3 or higher adverse event, no patients discounted the treatment or died due to the toxicity. Our study indicated that, when combined with anlotinib following gradual progression on EGFR-TKIs, it was more efficacious for EGFR-mutant NSCLC patients than EGFR-TKI monotherapy. And the toxicity was clinically manageable.
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Affiliation(s)
- Hai Xiang
- College of Environment and Resources, Zhejiang A&F University
| | - Ding Danna
- College of Environment and Resources, Zhejiang A&F University
| | - Chen Xuefei
- College of Environment and Resources, Zhejiang A&F University
| | - Jinkai Zhao
- The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Guangjun Jin
- The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
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Gu Z, Huang P, Zhao J, Luo C, Liao L, Liu A, Huang L. Bilateral diffuse metastases in advanced lung adenocarcinoma harboring EGFR mutations was associated with a favorable prognosis to EGFR-TKIs. Int J Cancer 2024; 154:1979-1986. [PMID: 38353428 DOI: 10.1002/ijc.34878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 12/21/2023] [Accepted: 01/25/2024] [Indexed: 04/04/2024]
Abstract
Bilateral diffuse metastatic lung adenocarcinoma (BLDM-LUAD) is a special imaging pattern of lung adenocarcinoma (LUAD). We retrospectively assessed survival outcomes and co-mutation characteristics of BLDM-LUAD patients harboring epidermal growth factor receptor (EGFR) mutations who were treated with EGFR-yrosine kinase inhibitors (TKIs). From May 2016 to May 2021, among 458 patients who submitted samples for next generation sequencing (NGS) detection in 1125 patients with non-small-cell lung cancer (NSCLC), and 44 patients were diagnosed as BLDM-LUAD. In order to analyze the survival outcomes of BLDM-LUAD patients harboring EGFR mutations who were treated with EGFR-TKIs, the factors age, gender, smoking history, hydrothorax, site of EGFR mutations and EGFR-TKIs treatment were adjusted using propensity score-matching (PSM). The Kaplan-Meier survival curves and log-rank test were used to analyze progression-free survival (PFS) and overall survival (OS). The co-mutation characteristics of BLDM-LUAD patients harboring EGFR mutations were analyzed by NGS panels. 64 patients with advanced lung adenocarcinoma harboring EGFR mutations and first-line treatment of EGFR-TKIs were successfully matched. BLDM-LUAD (n = 32) have significantly longer median PFS than control group (n = 32) (mPFS: 14 vs 6.2 months; p = .002) and insignificantly longer median OS than control group (mOS: 45 vs 25 months; p = .052). The patients with BLDM-LUAD have the higher frequency of EGFR mutation than control group (84.1% vs 62.0%) before PSM. The co-mutation genes kirsten rat sarcoma viral oncogene homolog (KRAS) (9.4%), ataxia telangiectasia-mutated (ATM) (7.4%) and mesenchymal-epithelial transition (MET) (3.1%) only appeared in the control group after PSM. The BLDM-LUAD harboring EGFR mutations was associated with a favorable prognosis to EGFR-TKI.
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Affiliation(s)
- Zhenbang Gu
- Department of Oncology, The Second Affiliated Hospital, JiangXi Medical College, Nanchang University, Nanchang, China
- JiangXi Key Laboratory of Clinical and Translational Cancer Research, Nanchang, China
- Medical School of Nanchang University, Nanchang, China
| | - Peng Huang
- Department of Oncology, The Second Affiliated Hospital, JiangXi Medical College, Nanchang University, Nanchang, China
- JiangXi Key Laboratory of Clinical and Translational Cancer Research, Nanchang, China
| | - Jiali Zhao
- Department of Oncology, The Second Affiliated Hospital, JiangXi Medical College, Nanchang University, Nanchang, China
- JiangXi Key Laboratory of Clinical and Translational Cancer Research, Nanchang, China
| | - Chen Luo
- Department of Oncology, The Second Affiliated Hospital, JiangXi Medical College, Nanchang University, Nanchang, China
- JiangXi Key Laboratory of Clinical and Translational Cancer Research, Nanchang, China
| | - Lingmin Liao
- JiangXi Key Laboratory of Clinical and Translational Cancer Research, Nanchang, China
- Department of Ultrasound, The Second Affiliated Hospital, JiangXi Medical College, Nanchang University, Nanchang, China
| | - Anwen Liu
- Department of Oncology, The Second Affiliated Hospital, JiangXi Medical College, Nanchang University, Nanchang, China
- JiangXi Key Laboratory of Clinical and Translational Cancer Research, Nanchang, China
| | - Long Huang
- Department of Oncology, The Second Affiliated Hospital, JiangXi Medical College, Nanchang University, Nanchang, China
- JiangXi Key Laboratory of Clinical and Translational Cancer Research, Nanchang, China
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Yin Y, Wang Y, Wang C, Zhang Y, Qi A, Song J, Xu L, Yang W, Jiao L. Predicting the mechanism of action of YQYYJD prescription in the treatment of non-small cell lung cancer using transcriptomics analysis. J Ethnopharmacol 2024; 326:117984. [PMID: 38428661 DOI: 10.1016/j.jep.2024.117984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 02/16/2024] [Accepted: 02/25/2024] [Indexed: 03/03/2024]
Abstract
ETHNOPHARMACOLOGICAL RELEVANCE The efficacy of the herbal formula Yiqi Yangyin Jiedu (YQYYJD) in the treatment of advanced lung cancer has been reported in clinical trials. However, the key anti-lung cancer herbs and molecular mechanisms underlying its inhibition of lung cancer are not well-understood. AIM OF THE STUDY To identify the key anti-lung cancer herbs in the YQYYJD formula and investigate their therapeutic effect and potential mechanism of action in non-small cell lung cancer (NSCLC) using transcriptomics and bioinformatics techniques. MATERIALS AND METHODS A mouse Lewis lung carcinoma (LLC) subcutaneous inhibitory tumor model was established with 6 mice in each group. Mice were treated with the YQYYJD split formula: Yiqi Formula (YQ), Yangyin Formula (YY), and Ruanjian Jiedu Formula (RJJD) for 14 days. The tumor volume and mouse weight were recorded, and the status of tumor occurrence was further observed by taking photos. The tumor was stained with hematoxylin-eosin to observe its histopathological changes. Immunohistochemistry was used to detect the expression of the proliferation marker Ki67 and the apoptotic marker Caspase-3 in tumor tissues. Flow cytometry was used to detect the number of CD4+ and CD8+ T cells and cytokines interleukin-2 (IL-2) and interferon-gamma (IFN-γ) in the spleen and tumor tissues. The differential genes of key drugs against tumors were obtained by transcriptome sequencing of tumors. Gene Ontology (GO) and Kyoto Encyclopedia of Gene and Genomes (KEGG) enrichment analyses were performed on differential genes to obtain pathways and biological processes where targets were aggregated. TIMER2.0 and TISIDB databases were used to evaluate the impact of drugs on immune cell infiltration and immune-related genes. The binding activity of the key targets and compounds was verified by molecular docking. RESULTS YQ, YY, and RJJD inhibited the growth of subcutaneous transplanted tumors in LLC mice to varying degrees and achieved antitumor effects by inhibiting the expression of tumor cell proliferation, apoptosis, and metastasis-related proteins. Among the three disassembled prescriptions, YQ better inhibited the growth of subcutaneous transplanted tumors in LLC mice, significantly promoted tumor necrosis, significantly increased the expression of Caspase-3 protein in tumor tissue, and significantly decreased the expression of Ki-67 (P < 0.05), thereby increasing the infiltration of CD8+ T cells. YQ significantly increased the expression of CD4+ and CD8+ T cells in tumor and splenic tissues of tumor-bearing mice and up-regulated the expression of IL-2 and IFN-γ. Transcriptome sequencing and bioinformatics results showed that after YQ intervention, differentially expressed genes were enriched in more than one tumor-related pathway and multiple immune regulation-related biological functions. There were 12 key immune-related target genes. CONCLUSION YQ was the key disassembled prescription of YQYYJD, exerting significant antitumor effects and immune regulation effects on NSCLC. It may have relieved T cell exhaustion and regulated the immune microenvironment to exert antitumor effects by changing lung cancer-related targets, pathways, and biological processes.
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Affiliation(s)
- Yinan Yin
- Department of Oncology, Yue Yang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Yichao Wang
- Department of Oncology, Yue Yang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Chengyan Wang
- Department of Oncology, Jing'an Hospital of Traditional Chinese Medicine, Shanghai, China
| | - Yilu Zhang
- Department of Oncology, Yue Yang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Ao Qi
- Department of Oncology, Yue Yang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jiajun Song
- Department of Oncology, Yue Yang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Ling Xu
- Department of Oncology, Yue Yang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China; Institute of Translational Cancer Research for Integrated Chinese and Western Medicine, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Wenxiao Yang
- Department of Oncology, Yue Yang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
| | - Lijing Jiao
- Department of Oncology, Yue Yang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China; Institute of Translational Cancer Research for Integrated Chinese and Western Medicine, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, China.
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Kook E, Lee J, Kim DH. YES1 as a potential target to overcome drug resistance in EGFR-deregulated non-small cell lung cancer. Arch Toxicol 2024; 98:1437-1455. [PMID: 38443724 DOI: 10.1007/s00204-024-03693-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 01/23/2024] [Indexed: 03/07/2024]
Abstract
Epidermal growth factor receptor (EGFR)-tyrosine kinase inhibitors (TKIs) such as gefitinib and osimertinib have primarily been used as first-line treatments for patients with EGFR-activating mutations in non-small cell lung cancer (NSCLC). Novel biomarkers are required to distinguish patients with lung cancer who are resistant to EGFR-TKIs. The aim of the study is to investigate the expression and functional role of YES1, one of the Src-family kinases, in EGFR-TKI-resistant NSCLC. YES1 expression was elevated in gefitinib-resistant HCC827 (HCC827/GR) cells, harboring EGFR mutations. Moreover, HCC827/GR cells exhibited increased reactive oxygen species (ROS) levels compared to those of the parent cells, resulting in the phosphorylation/activation of YES1 due to oxidation of the cysteine residue. HCC827/GR cells showed elevated expression levels of YES1-associated protein 1 (YAP1), NF-E2-related factor 2 (Nrf2), cancer stemness-related markers, and antioxidant proteins compared to those of the parent cells. Knockdown of YES1 in HCC827/GR cells suppressed YAP1 phosphorylation, leading to the inhibition of Bcl-2, Bcl-xL, and Cyclin D1 expression. Silencing YES1 markedly attenuated the proliferation, migration, and tumorigenicity of HCC827/GR cells. Dasatinib inhibited the proliferation of HCC827/GR cells by targeting YES1-mediated signaling pathways. Furthermore, the combination of gefitinib and dasatinib demonstrated a synergistic effect in suppressing the proliferation of HCC827/GR cells. Notably, YES1- and Nrf2-regulated genes showed a positive regulatory relationship in patients with lung cancer and in TKI-resistant NSCLC cell lines. Taken together, these findings suggest that modulation of YES1 expression and activity may be an attractive therapeutic strategy for the treatment of drug-resistant NSCLC.
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Affiliation(s)
- Eunjin Kook
- Department of Chemistry, Kyonggi University, Suwon, Gyeonggi-do, 16227, Republic of Korea
| | - JungYeol Lee
- New Drug Discovery Center, DGMIF, Daegu, 41061, Republic of Korea
| | - Do-Hee Kim
- Department of Chemistry, Kyonggi University, Suwon, Gyeonggi-do, 16227, Republic of Korea.
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Akers KG, Oskar S, Zhao B, Frederickson AM, Arunachalam A. Clinical Outcomes of PD-1/PD-L1 Inhibitors Among Patients With Advanced or Metastatic Non-Small Cell Lung Cancer With BRAF, ERBB2/HER2, MET , or RET Alterations: A Systematic Literature Review. J Immunother 2024; 47:128-138. [PMID: 38112201 PMCID: PMC10984634 DOI: 10.1097/cji.0000000000000500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 11/21/2023] [Indexed: 12/21/2023]
Abstract
The therapeutic landscape for patients with advanced or metastatic non-small cell lung cancer (NSCLC) is rapidly evolving due to advances in molecular testing and the development of new targeted therapies and immunotherapies. However, the efficacy of programmed death 1 (PD-1)/programmed death ligand 1 (PD-L1) inhibitors in advanced or metastatic patients with NSCLC whose tumors harbor BRAF V600E mutation, HER2/ERBB2 alteration, MET exon 14 skipping mutation, or RET rearrangement is not completely understood. A systematic literature review was performed to summarize evidence from clinical trials and observational studies on objective response rate, progression-free survival, and overall survival in patients whose tumors express these biomarkers and who were treated with PD-1/PD-L1 inhibitors. Searches of Embase, MEDLINE, conference abstracts, and a clinical trial registry identified a total of 12 unique studies: 4 studies included patients with BRAF V600E mutation, 6 studies included patients with HER2/ERBB2 alteration, 7 studies included patients with MET exon 14 skipping mutation, and 5 studies included patients with RET rearrangement. Across studies, there was heterogeneity in treatment and patient characteristics and a lack of reporting on many important predictive and prognostic factors, including treatment regimens, patients' line of therapy, and tumor PD-L1 expression, which may explain the wide variation in objective response rate, progression-free survival, and overall survival across studies. Therefore, additional studies prospectively evaluating clinical outcomes of PD-1/PD-L1 inhibitors among patients with advanced or metastatic NSCLC whose tumors harbor emerging predictive or prognostic biomarkers are needed to determine whether this class of immunotherapy can provide additional survival benefits for these patients.
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Affiliation(s)
| | - Sabine Oskar
- Center for Observational and Real-World Evidence, Merck & Co., Inc., Rahway, NJ
| | - Bin Zhao
- Center for Observational and Real-World Evidence, Merck & Co., Inc., Rahway, NJ
| | | | - Ashwini Arunachalam
- Center for Observational and Real-World Evidence, Merck & Co., Inc., Rahway, NJ
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Ni L, Zhu X, Zhao Q, Shen Y, Tao L, Zhang J, Lin H, Zhuge W, Cho YC, Cui R, Zhu W. Dihydroartemisinin, a potential PTGS1 inhibitor, potentiated cisplatin-induced cell death in non-small cell lung cancer through activating ROS-mediated multiple signaling pathways. Neoplasia 2024; 51:100991. [PMID: 38507887 PMCID: PMC10965827 DOI: 10.1016/j.neo.2024.100991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 03/12/2024] [Accepted: 03/14/2024] [Indexed: 03/22/2024]
Abstract
Dihydroartemisinin (DHA) exerts an anti-tumor effect in multiple cancers, however, the molecular mechanism of DHA and whether DHA facilitates the anti-tumor efficacy of cisplatin in non-small cell lung cancer (NSCLC) are unclear. Here, we found that DHA potentiated the anti-tumor effects of cisplatin in NSCLC cells by stimulating reactive oxygen species (ROS)-mediated endoplasmic reticulum (ER) stress, C-Jun-amino-terminal kinase (JNK) and p38 MAPK signaling pathways both in vitro and in vivo. Of note, we demonstrated for the first time that DHA inhibits prostaglandin G/H synthase 1 (PTGS1) expression, resulting in enhanced ROS production. Importantly, silencing PTGS1 sensitized DHA-induced cell death by increasing ROS production and activating ER-stress, JNK and p38 MAPK signaling pathways. In summary, our findings provided new experimental basis and therapeutic prospect for the combined therapy with DHA and cisplatin in some NSCLC patients.
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Affiliation(s)
- Lianli Ni
- Cellular and Molecular Biology Laboratory, Affiliated Zhoushan Hospital of Wenzhou Medical University, Zhoushan, Zhejiang 316020, China;; Cancer and Anticancer Drug Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China;; Research Institute of Pharmaceutical Sciences, College of Pharmacy, Chonnam National University, Gwangju 61186, South Korea
| | - Xinping Zhu
- Cancer and Anticancer Drug Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Qi Zhao
- Cellular and Molecular Biology Laboratory, Affiliated Zhoushan Hospital of Wenzhou Medical University, Zhoushan, Zhejiang 316020, China;; Cancer and Anticancer Drug Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Yiwei Shen
- Cancer and Anticancer Drug Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Lu Tao
- Cancer and Anticancer Drug Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Ji Zhang
- Cancer and Anticancer Drug Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Han Lin
- Cancer and Anticancer Drug Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Weishan Zhuge
- Cancer and Anticancer Drug Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China
| | - Young-Chang Cho
- Research Institute of Pharmaceutical Sciences, College of Pharmacy, Chonnam National University, Gwangju 61186, South Korea.
| | - Ri Cui
- Cellular and Molecular Biology Laboratory, Affiliated Zhoushan Hospital of Wenzhou Medical University, Zhoushan, Zhejiang 316020, China;; Cancer and Anticancer Drug Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China;.
| | - Wangyu Zhu
- Cellular and Molecular Biology Laboratory, Affiliated Zhoushan Hospital of Wenzhou Medical University, Zhoushan, Zhejiang 316020, China;; Cancer and Anticancer Drug Research Center, School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, Zhejiang 325035, China;.
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Xie S, Li X, Zhao J, Zhang F, Shu Z, Cheng H, Liu S, Shi S. The effect and mechanism of hexokinase-2 on cisplatin resistance in lung cancer cells A549. Environ Toxicol 2024; 39:2667-2680. [PMID: 38224486 DOI: 10.1002/tox.24140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 12/15/2023] [Accepted: 12/29/2023] [Indexed: 01/17/2024]
Abstract
BACKGROUND Hexokinase (HK) is the first rate-limiting enzyme of glycolysis, which can convert glucose to glucose-6-phosphate. There are several subtypes of HK, including HK2, which is highly expressed in a variety of different tumors and is closely associated with survival. METHODS Non-small cell lung cancer (NSCLC) A549 cells with stable overexpression and knockdown of HK2 were obtained by lentivirus transfection. The effects of overexpression and knockdown of HK2 on proliferation, migration, invasion, and glycolytic activity of A549 cells were investigated. The effects on apoptosis were also analyzed using western blot and flow cytometry. In addition, the mitochondria and cytoplasm were separated and the expression of apoptotic proteins was detected by western blot respectively. RESULTS Upregulation of HK2 could promote glycolysis, cell proliferation, migration, and invasion, which would be inhibited through the knockdown of HK2. HK2 overexpression contributed to cisplatin resistance, whereas HK2 knockdown enhanced cisplatin-induced apoptosis in A549 cells. CONCLUSIONS Overexpression of HK2 can promote the proliferation, migration, invasion, and drug resistance of A549 cells by enhancing aerobic glycolysis and inhibiting apoptosis. Reducing HK2 expression or inhibiting HK2 activity can inhibit glycolysis and induce apoptosis in A549 cells, which is expected to be a potential treatment method for NSCLC.
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Affiliation(s)
- Shishun Xie
- Department of Experimental Pharmacology and Toxicology, School of Pharmaceutical Sciences, Jilin University, Changchun, China
- Department of Respiratory medicine, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Xiangjun Li
- Department of Experimental Pharmacology and Toxicology, School of Pharmaceutical Sciences, Jilin University, Changchun, China
| | - Jianjun Zhao
- Department of Respiratory medicine, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Fan Zhang
- General Surgery Center, Department of Breast Surgery, The First Hospital of Jilin University, Changchun, China
| | - Zhiyun Shu
- Department of Experimental Pharmacology and Toxicology, School of Pharmaceutical Sciences, Jilin University, Changchun, China
| | - Hongyuan Cheng
- Department of Experimental Pharmacology and Toxicology, School of Pharmaceutical Sciences, Jilin University, Changchun, China
| | - Siyao Liu
- Department of Experimental Pharmacology and Toxicology, School of Pharmaceutical Sciences, Jilin University, Changchun, China
| | - Shaomin Shi
- Department of Respiratory medicine, China-Japan Union Hospital of Jilin University, Changchun, China
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10
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Mok T, Jänne PA, Nishio M, Novello S, Reck M, Steuer C, Wu YL, Fougeray R, Fan PD, Meng J, Sternberg DW, Esker S, Yu HA. HERTHENA-Lung02: phase III study of patritumab deruxtecan in advanced EGFR-mutated NSCLC after a third-generation EGFR TKI. Future Oncol 2024; 20:969-980. [PMID: 38095056 DOI: 10.2217/fon-2023-0602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024] Open
Abstract
After disease progression on EGFR tyrosine kinase inhibitor (TKI) therapy, patients with EGFR-mutated NSCLC who are then treated with platinum-based chemotherapy (PBC) obtain only limited clinical benefit with transient responses. Therapies with greater efficacy and tolerable safety profiles are needed in this setting. The receptor tyrosine kinase HER3 is widely expressed in NSCLC, and increased expression is associated with poor treatment outcomes. In the U31402-A-U102 phase I trial, HER3-DXd showed promising antitumor activity with manageable safety in heavily pre-treated patients with EGFR-mutated NSCLC across a range of tumor HER3 expression levels and EGFR TKI resistance mechanisms. HERTHENA-Lung02 is the first phase III trial to evaluate the safety and efficacy of HER3-DXd versus PBC in patients with progression on a third-generation EGFR TKI. Clinical Trial Registration: NCT05338970 (clinicaltrials.gov); 2021-005879-40 (EudraCT Number).
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Affiliation(s)
- Tony Mok
- Department of Clinical Oncology, State Key Laboratory of Translational Oncology & Chinese University of Hong Kong, Hong Kong, Hong Kong PRC
| | - Pasi A Jänne
- Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Makoto Nishio
- Department of Thoracic Medical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo 135-8550, Japan
| | - Silvia Novello
- Oncology Department at San Luigi Hospital in Orbassano, University of Turin, 10124 Torino, Italy
| | - Martin Reck
- Department of Thoracic Oncology, Airway Research Center North, German Center for Lung Research, LungenClinic, 22927 Grosshansdorf, Germany
| | - Conor Steuer
- Hematology & Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA 30322, USA
| | - Yi-Long Wu
- Lung Cancer Institute, Guangdong Province People's Hospital, Guangzhou, 510317, China
| | - Ronan Fougeray
- Oncology Clinical Development, Daiichi Sankyo Inc, Basking Ridge, NJ 07920, USA
| | - Pang-Dian Fan
- Oncology Clinical Development, Daiichi Sankyo Inc, Basking Ridge, NJ 07920, USA
| | - Jie Meng
- Oncology Clinical Development, Daiichi Sankyo Inc, Basking Ridge, NJ 07920, USA
| | - David W Sternberg
- Oncology Clinical Development, Daiichi Sankyo Inc, Basking Ridge, NJ 07920, USA
| | - Stephen Esker
- Oncology Clinical Development, Daiichi Sankyo Inc, Basking Ridge, NJ 07920, USA
| | - Helena A Yu
- Department of Medicine, Medical Oncology, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
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11
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Vakil E, Dumoulin E, Stollery D, Gillson AM, MacEachern P, Dhaliwal I, Mitchell M, Li P, Schieman C, Romatowski N, Chee AC, Tyan CC, Fortin M, Hergott CA, Tremblay A. Molecular analysis of endobronchial ultrasound needle aspirates in patients with non-small cell lung cancer: Results from the SCOPE database. Cytopathology 2024; 35:378-382. [PMID: 38349229 DOI: 10.1111/cyt.13367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 01/12/2024] [Accepted: 02/02/2024] [Indexed: 04/09/2024]
Abstract
OBJECTIVE Molecular subtyping of non-small cell lung cancer (NSCLC) is critical in the diagnostic evaluation of patients with advanced disease. This study aimed to examine whether samples from endobronchial ultrasound transbronchial needle aspiration (EBUS-TBNA) of intrathoracic lymph nodes and/or lung lesions are adequate for molecular analysis across various institutions. METHODS We retrospectively reviewed all cases of linear EBUS-TBNA with a final bronchoscopic diagnosis of NSCLC entered in the Stather Canadian Outcomes registry for chest ProcEdures database. The primary outcome was specimen inadequacy rate for each molecular target, as defined by the local laboratory or pathologist. RESULTS A total of 866 EBUS-TBNA procedures for NSCLC were identified. Specimen inadequacy rates were 3.8% for EGFR, 2.5% for ALK-1 and 3.5% for PD-L1. Largest target size was not different between adequate and inadequate specimens, and rapid onsite evaluation did not increase specimen adequacy rates. One centre using next-generation sequencing for EGFR had lower adequacy rates than 2 others using matrix-assisted laser desorption/ionization time-of-flight mass spectrophotometry. CONCLUSION EBUS-TBNA specimens have a very low-specimen inadequacy rate for molecular subtyping of non-small cell lung cancer.
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Affiliation(s)
- Erik Vakil
- Division of Respirology, University of Calgary, Calgary, Alberta, Canada
| | - Elaine Dumoulin
- Division of Respirology, University of Calgary, Calgary, Alberta, Canada
| | - Daniel Stollery
- Division of Critical Care Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Ashley-Mae Gillson
- Division of Pulmonary Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Paul MacEachern
- Division of Respirology, University of Calgary, Calgary, Alberta, Canada
| | | | - Michael Mitchell
- Division of Respirology, Western University, London, Ontario, Canada
| | - Pen Li
- Division of Pulmonary Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Colin Schieman
- Section of Thoracic Surgery, University of Calgary, Calgary, Alberta, Canada
| | | | - Alex C Chee
- Division of Respirology, Alberta Health Services, Calgary, Alberta, Canada
| | - Chung Chun Tyan
- Division of Respirology, Critical Care and Sleep Medicine, University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | - Marc Fortin
- Department of Medicine, Université Laval, Quebec City, Quebec, Canada
| | | | - Alain Tremblay
- Division of Respirology, University of Calgary, Calgary, Alberta, Canada
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12
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Chen T, Li Z, Chen J, Xu Z. Circ_0000877 accelerates proliferation and immune escape of non-small cell lung cancer cells by regulating microRNA-637/E2F2 axis. Environ Toxicol 2024; 39:2980-2992. [PMID: 38317501 DOI: 10.1002/tox.24172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 01/14/2024] [Accepted: 01/26/2024] [Indexed: 02/07/2024]
Abstract
BACKGROUND Recently, circular RNA (circRNA) has become a vital targeted therapy gene for non-small-cell lung cancer (NSCLC) cells. CircRNA_0000877 (Circ_0000877) has been researched in diffuse large B-cell lymphoma (DLBCL). However, whether circ_0000877 regulated NSCLC cell progression is still poorly investigated. The research attempted to investigate the influence of circ_0000877 in NSCLC. METHODS Circ_0000877 levels in NSCLC tissues and cell lines were determined applying RT-qPCR. Cell functions were evaluated by CCK-8, EdU, flow cytometry, ELISA, and western blot. Gene interactions were predicted by Cirular RNA interactome database and Target Scan website and certified by dual-luciferase reporter, RIP, and RNA pull-down assays. Finally, mice experimental model was established to explore the effects of circ_0000877 on tumor growth in vivo. RESULTS The elevated trend of circ_0000877 expression was discovered in NSCLC tissues compared to para-carcinoma tissues. The clinicopathological data uncovered that up-regulated circ_0000877 was linked to tumor size, differentiation, and TNM stages of NSCLC patients. Knockdown of circ_0000877 inhibited the proliferation, triggered apoptosis, and prohibited immune escape in NSCLC cells. It was certified that miR-637 was directly interacted with circ_0000877 and targeted by E2F2. Overexpressed E2F2 strongly overturned the functions of circ_0000877 knockdown in NSCLC cells. Mice experimental data demonstrated that circ_0000877 knockdown suppressed tumor growth in vivo. CONCLUSION The research demonstrated that circ_0000877 exhibited the promotive effect on NSCLC cells proliferation and immune escape by regulating miR-637/E2F2 axis.
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Affiliation(s)
- Ting'an Chen
- Department of Pathology, Guangyuan Central Hospital, Guangyuan, Sichuan, China
| | - Zhengdong Li
- Precision Medical Centre, Guangyuan Central Hospital, Guangyuan, Sichuan, China
| | - Junzhu Chen
- Department of Pathology, Guangyuan Central Hospital, Guangyuan, Sichuan, China
| | - Zhe Xu
- Guangyuan Central Hospital, Guangyuan, Sichuan, China
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13
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Han R, Lin C, Lu C, Wang Y, Kang J, Hu C, Dou Y, Wu D, He T, Tang H, Zheng J, Li L, He Y. Sialyltransferase ST3GAL4 confers osimertinib resistance and offers strategies to overcome resistance in non-small cell lung cancer. Cancer Lett 2024; 588:216762. [PMID: 38408602 DOI: 10.1016/j.canlet.2024.216762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Revised: 02/17/2024] [Accepted: 02/22/2024] [Indexed: 02/28/2024]
Abstract
The third-generation EGFR-TKI osimertinib is widely used in EGFR-mutated positive non-small cell lung cancer (NSCLC) patients, but drug resistance is inevitable. The currently known mechanisms only explain resistance in a small proportion of patients. For most patients, the mechanism of osimertinib resistance is still unclear, especially for EGFR-independent resistance. Herein, we thoroughly investigated the novel mechanism of osimertinib resistance and treatment strategies. We identified that ST3GAL4, a sialyltransferase, catalyzes terminal glycan sialylation of receptor protein tyrosine kinases, which induces acquired resistance to osimertinib in vitro and in vivo. In addition, ST3GAL4 is generally overexpressed in osimertinib-resistant patients with unknown resistance mechanisms. ST3GAL4 modifies MET glycosylation on N785 with sialylation, which antagonizes K48-related ubiquitin-dependent MET degradation and subsequently activates MET and its downstream proliferation signaling pathways. Meanwhile, ST3GAL4 knockdown or inhibition by brigatinib resensitizes resistant non-small cell lung cancer cells to osimertinib in vitro and in vivo This study suggests that ST3GAL4 can induce acquired resistance to osimertinib, which may be an important EGFR-independent resistance mechanism Furthermore, targeting ST3GAL4 with brigatinib provides new strategies to overcome osimertinib resistance.
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Affiliation(s)
- Rui Han
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Caiyu Lin
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Conghua Lu
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Yubo Wang
- Department of Respiratory Disease, Chongqing University Jiangjin Hospital, China
| | - Jun Kang
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Chen Hu
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Yuanyao Dou
- Key Laboratory of Biorheological Science and Technology, Ministry of Education, College of Bioengineering, Chongqing University, China
| | - Di Wu
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - TingTing He
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Huan Tang
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Jie Zheng
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Li Li
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China
| | - Yong He
- Department of Respiratory Disease, Daping Hospital, Army Medical University, Chongqing, China.
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14
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Radwan AA, Alanazi F, Al-Dhfyan A. Bioinformatics-driven discovery of novel EGFR kinase inhibitors as anti-cancer therapeutics: In silico screening and in vitro evaluation. PLoS One 2024; 19:e0298326. [PMID: 38625872 DOI: 10.1371/journal.pone.0298326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 01/18/2024] [Indexed: 04/18/2024] Open
Abstract
Epidermal growth factor receptor EGFR inhibitors are widely used as first line therapy for the treatment of non-small-cell lung cancer (NSCLC) in patients harboring EGFR mutation. However, the acquisition of a second-site mutation (T790 M) limited the efficacy and developed resistance. Therefore, discovery and development of specific drug target for this mutation is of urgent needs. In our study we used the ChemDiv diversity database for receptor-based virtual screening to secure EGFR-TK inhibitors chemotherapeutics. We identified four compounds that bind to the ATP-binding region of the EGFR-TK using AutoDock 4.0 and AutoDock Vina1.1.2 and post-docking investigations. The ligand showed hydrophobic interactions to the hydrophobic region of the binding site and engaged in hydrogen bonding with Met793. The ligands also explored π-cation interactions between the π-system of the ligand-phenyl ring and the positive amino group of Lys745. Molecular mechanics Poisson-Boltzmann surface area MM/PBSA per-residue energy decomposition analyses revealed that Val726, Leu792, Met793, Gly796, Cys797, Leu798, and Thr844 contributed the most to the binding energy. Biological evaluation of the retrieved hit compounds showed suppressing activity against EGFR auto phosphorylation and selective apoptosis-induced effects toward lung cancer cells harboring the EGFR L858R/T790M double mutation. Our work anticipated into novel and specific EGFR-TKIs and identified new compounds with therapeutic potential against lung cancer.
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Affiliation(s)
- Awwad A Radwan
- Department of Pharmaceutics, Kayyli Chair for Pharmaceutical Industries, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
- Department King Faisal Specialized Hospital and Research Center, Cell Therapy & Immunobiology, Riyadh, Saudi Arabia
| | - Fars Alanazi
- Department of Pharmaceutics, Kayyli Chair for Pharmaceutical Industries, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Abdullah Al-Dhfyan
- Department King Faisal Specialized Hospital and Research Center, Cell Therapy & Immunobiology, Riyadh, Saudi Arabia
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15
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Hu B, Wiesehöfer M, de Miguel FJ, Liu Z, Chan LH, Choi J, Melnick MA, Arnal Estape A, Walther Z, Zhao D, Lopez-Giraldez F, Wurtz A, Cai G, Fan R, Gettinger S, Xiao A, Yan Q, Homer R, Nguyen DX, Politi K. ASCL1 Drives Tolerance to Osimertinib in EGFR Mutant Lung Cancer in Permissive Cellular Contexts. Cancer Res 2024; 84:1303-1319. [PMID: 38359163 DOI: 10.1158/0008-5472.can-23-0438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 11/28/2023] [Accepted: 02/13/2024] [Indexed: 02/17/2024]
Abstract
The majority of EGFR mutant lung adenocarcinomas respond well to EGFR tyrosine kinase inhibitors (TKI). However, most of these responses are partial, with drug-tolerant residual disease remaining even at the time of maximal response. This residual disease can ultimately lead to relapses, which eventually develop in most patients. To investigate the cellular and molecular properties of residual tumor cells in vivo, we leveraged patient-derived xenograft (PDX) models of EGFR mutant lung cancer. Subcutaneous EGFR mutant PDXs were treated with the third-generation TKI osimertinib until maximal tumor regression. Residual tissue inevitably harbored tumor cells that were transcriptionally distinct from bulk pretreatment tumor. Single-cell transcriptional profiling provided evidence of cells matching the profiles of drug-tolerant cells present in the pretreatment tumor. In one of the PDXs analyzed, osimertinib treatment caused dramatic transcriptomic changes that featured upregulation of the neuroendocrine lineage transcription factor ASCL1. Mechanistically, ASCL1 conferred drug tolerance by initiating an epithelial-to-mesenchymal gene-expression program in permissive cellular contexts. This study reveals fundamental insights into the biology of drug tolerance, the plasticity of cells through TKI treatment, and why specific phenotypes are observed only in certain tumors. SIGNIFICANCE Analysis of residual disease following tyrosine kinase inhibitor treatment identified heterogeneous and context-specific mechanisms of drug tolerance in lung cancer that could lead to the development of strategies to forestall drug resistance. See related commentary by Rumde and Burns, p. 1188.
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Affiliation(s)
- Bomiao Hu
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
| | - Marc Wiesehöfer
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | | | - Zongzhi Liu
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
| | - Lok-Hei Chan
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
| | - Jungmin Choi
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut
| | - Mary Ann Melnick
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Anna Arnal Estape
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Zenta Walther
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Dejian Zhao
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut
- Yale Center for Genome Analysis (YCGA) Yale School of Medicine, New Haven, Connecticut
| | - Francesc Lopez-Giraldez
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut
- Yale Center for Genome Analysis (YCGA) Yale School of Medicine, New Haven, Connecticut
| | - Anna Wurtz
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Guoping Cai
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
| | - Rong Fan
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
- Department of Biomedical Engineering, Yale School of Engineering and Applied Science, New Haven, Connecticut
| | - Scott Gettinger
- Department of Medicine (Section of Medical Oncology), Yale School of Medicine, New Haven, Connecticut
| | - Andrew Xiao
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut
| | - Qin Yan
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Robert Homer
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Don X Nguyen
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
- Department of Medicine (Section of Medical Oncology), Yale School of Medicine, New Haven, Connecticut
| | - Katerina Politi
- Department of Pathology, Yale School of Medicine, New Haven, Connecticut
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
- Department of Medicine (Section of Medical Oncology), Yale School of Medicine, New Haven, Connecticut
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16
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Zhu X, Fu Z, Dutchak K, Arabzadeh A, Milette S, Steinberger J, Morin G, Monast A, Pilon V, Kong T, Adams BN, Prando Munhoz E, Hosein HJB, Fang T, Su J, Xue Y, Rayes R, Sangwan V, Walsh LA, Chen G, Quail DF, Spicer JD, Park M, Dankort D, Huang S. Cotargeting CDK4/6 and BRD4 Promotes Senescence and Ferroptosis Sensitivity in Cancer. Cancer Res 2024; 84:1333-1351. [PMID: 38277141 DOI: 10.1158/0008-5472.can-23-1749] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 10/21/2023] [Accepted: 01/17/2024] [Indexed: 01/27/2024]
Abstract
Cyclin-dependent kinase 4/6 (CDK4/6) inhibitors are approved for breast cancer treatment and show activity against other malignancies, including KRAS-mutant non-small cell lung cancer (NSCLC). However, the clinical efficacy of CDK4/6 inhibitors is limited due to frequent drug resistance and their largely cytostatic effects. Through a genome-wide cDNA screen, we identified that bromodomain-containing protein 4 (BRD4) overexpression conferred resistance to the CDK4/6 inhibitor palbociclib in KRAS-mutant NSCLC cells. Inhibition of BRD4, either by RNA interference or small-molecule inhibitors, synergized with palbociclib to induce senescence in NSCLC cells and tumors, and the combination prolonged survival in a KRAS-mutant NSCLC mouse model. Mechanistically, BRD4-inhibition enhanced cell-cycle arrest and reactive oxygen species (ROS) accumulation, both of which are necessary for senescence induction; this in turn elevated GPX4, a peroxidase that suppresses ROS-triggered ferroptosis. Consequently, GPX4 inhibitor treatment selectively induced ferroptotic cell death in the senescent cancer cells, resulting in tumor regression. Cotargeting CDK4/6 and BRD4 also promoted senescence and ferroptosis vulnerability in pancreatic and breast cancer cells. Together, these findings reveal therapeutic vulnerabilities and effective combinations to enhance the clinical utility of CDK4/6 inhibitors. SIGNIFICANCE The combination of cytostatic CDK4/6 and BRD4 inhibitors induces senescent cancer cells that are primed for activation of ferroptotic cell death by targeting GPX4, providing an effective strategy for treating cancer.
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Affiliation(s)
- Xianbing Zhu
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Zheng Fu
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Kendall Dutchak
- Department of Biology, McGill University, Montreal, Quebec, Canada
| | - Azadeh Arabzadeh
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Simon Milette
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
- Department of Physiology, McGill University, Montreal, Quebec, Canada
| | - Jutta Steinberger
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Geneviève Morin
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Anie Monast
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Virginie Pilon
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Tim Kong
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Bianca N Adams
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Erika Prando Munhoz
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Hannah J B Hosein
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Tianxu Fang
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
- Department of Biomedical Engineering, McGill University, Montreal, Quebec, Canada
| | - Jing Su
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Yibo Xue
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Roni Rayes
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
- Department of Surgery, McGill University Health Center, Montreal, Quebec, Canada
| | - Veena Sangwan
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - Logan A Walsh
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
- Department of Human Genetics, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Guojun Chen
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
- Department of Biomedical Engineering, McGill University, Montreal, Quebec, Canada
| | - Daniela F Quail
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
- Department of Physiology, McGill University, Montreal, Quebec, Canada
- Department of Medicine, Division of Experimental Medicine, McGill University, Montreal, Quebec, Canada
| | - Jonathan D Spicer
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
- Department of Surgery, McGill University Health Center, Montreal, Quebec, Canada
| | - Morag Park
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
| | - David Dankort
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
- Department of Biology, McGill University, Montreal, Quebec, Canada
| | - Sidong Huang
- Department of Biochemistry, McGill University, Montreal, Quebec, Canada
- Rosalind & Morris Goodman Cancer Institute, McGill University, Montreal, Quebec, Canada
- Department of Human Genetics, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
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Lee EJ, Oh SY, Lee YW, Kim JY, Kim MJ, Kim TH, Lee JB, Hong MH, Lim SM, Baum A, Woelflingseder L, Engelhardt H, Petronczki M, Solca F, Yun MR, Cho BC. Discovery of a Novel Potent EGFR Inhibitor Against EGFR Activating Mutations and On-Target Resistance in NSCLC. Clin Cancer Res 2024; 30:1582-1594. [PMID: 38330145 DOI: 10.1158/1078-0432.ccr-23-2951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 12/07/2023] [Accepted: 02/06/2024] [Indexed: 02/10/2024]
Abstract
PURPOSE Epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKI) serve as the standard first-line therapy for EGFR-mutated non-small cell lung cancer (NSCLC). Despite the sustained clinical benefits achieved through optimal EGFR-TKI treatments, including the third-generation EGFR-TKI osimertinib, resistance inevitably develops. Currently, there are no targeted therapeutic options available postprogression on osimertinib. Here, we assessed the preclinical efficacy of BI-4732, a novel fourth-generation EGFR-TKI, using patient-derived preclinical models reflecting various clinical scenarios. EXPERIMENTAL DESIGN The antitumor activity of BI-4732 was evaluated using Ba/F3 cells and patient-derived cell/organoid/xenograft models with diverse EGFR mutations. Intracranial antitumor activity of BI-4732 was evaluated in a brain-metastasis mouse model. RESULTS We demonstrated the remarkable antitumor efficacy of BI-4732 as a single agent in various patient-derived models with EGFR_C797S-mediated osimertinib resistance. Moreover, BI-4732 exhibited activity comparable to osimertinib in inhibiting EGFR-activating (E19del and L858R) and T790M mutations. In a combination treatment strategy with osimertinib, BI-4732 exhibited a synergistic effect at significantly lower concentrations than those used in monotherapy. Importantly, BI-4732 displayed potent antitumor activity in an intracranial model, with low efflux at the blood-brain barrier. CONCLUSIONS Our findings highlight the potential of BI-4732, a selective EGFR-TKI with high blood-brain barrier penetration, targeting a broad range of EGFR mutations, including C797S, warranting clinical development.
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Affiliation(s)
- Eun Ji Lee
- Department of Biomedical Science institute, Graduated School of Medical Science, Brain Korea 21 FOUR Project for Medical Science, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seung Yeon Oh
- Department of Biomedical Science institute, Graduated School of Medical Science, Brain Korea 21 FOUR Project for Medical Science, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - You Won Lee
- Department of Research Support, Yonsei Biomedical Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Ju Young Kim
- Department of Research Support, Yonsei Biomedical Research Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Min-Je Kim
- Department of Research Support, Yonsei Biomedical Research Institute, 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
| | - Jii Bum Lee
- Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Min Hee Hong
- Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sun Min Lim
- Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Anke Baum
- Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria
| | | | | | | | - Flavio Solca
- Boehringer Ingelheim RCV GmbH & Co KG, Vienna, Austria
| | - Mi Ran Yun
- Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
- Yonsei New Il Han Institute for Integrative Lung Cancer Research, Yonsei University of Medicine, Seoul, Republic of Korea
| | - Byoung Chul Cho
- Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea
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Rumde PH, Burns TF. A Path to Persistence after EGFR Inhibition. Cancer Res 2024; 84:1188-1190. [PMID: 38616658 DOI: 10.1158/0008-5472.can-24-0274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 01/26/2024] [Indexed: 04/16/2024]
Abstract
Residual cancer cells persist even after targeted therapies, serving as a reservoir for the subsequent acquisition of genetic alterations that lead to acquired drug resistance and tumor relapse. These initial drug-tolerant persisters (DTP) are phenotypically heterogenous with transient phenotypes attributed to epigenetic, metabolic, and cell-cycle changes. DTPs are responsible for the inevitable relapse seen in EGFR-mutant non-small cell lung cancer (NSCLC) despite high initial response to tyrosine kinase inhibitor (TKI) treatment. While past in vitro studies identified diverse drivers of drug-tolerant persistence to EGFR TKIs in NSCLC, the resultant phenotypic plasticity is not well understood and in vivo models of persistence are lacking. In this issue of Cancer Research, Hu and colleagues used patient-derived xenograft models of EGFR-mutant lung cancer treated with the third-generation TKI osimertinib to investigate mechanisms of persistence at the time of maximal response. Using bulk and single-cell RNA sequencing, the authors identified a DTP transcriptional cluster mediated by the key neuroendocrine lineage transcription factor ASCL1, which triggers an epithelial-to-mesenchymal transition transcriptional program. ASCL1 overexpression increased osimertinib tolerance in vitro as well, apparently independent of its role in neuroendocrine differentiation. Interestingly, the ability of ASCL1 to induce persistence was context dependent as this occurred only in epigenetically permissive cells. Overall, these findings contribute to our understanding of DTP heterogeneity seen after osimertinib treatment and provide insights into potential therapeutic targets. See related article by Hu et al., p. 1303.
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Affiliation(s)
- Purva H Rumde
- Division of Hematology-Oncology, Department of Medicine, University of Pittsburgh School of Medicine, Pennsylvania
| | - Timothy F Burns
- Division of Hematology-Oncology, Department of Medicine, University of Pittsburgh School of Medicine, Pennsylvania
- Department of Pharmacology and Chemical Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
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19
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Lau A, Blenis J, Burgos-Barragan G. Decoding Serine Metabolism: Unveiling Novel Pathways for Evolving Cancer Therapies. Cancer Res 2024; 84:1191-1194. [PMID: 38364233 DOI: 10.1158/0008-5472.can-24-0541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 02/15/2024] [Indexed: 02/18/2024]
Abstract
Serine metabolism plays a pivotal role in cancer, making it an appealing therapeutic target. Two recent studies published in Nature Metabolism and Science Translational Medicine uncovered novel players and therapeutic opportunities within this crucial metabolic pathway. Papalazarou and colleagues employed genetic tools coupled with metabolomics and high-throughput imaging to identify and characterize membrane transporters involved in serine uptake and mitochondrial import in colorectal cancer. Notably, they showed that dual inhibition of these transporters in combination with impaired serine biosynthesis reduced tumor growth in xenograft models. In a parallel study, Zhang and colleagues identified isocitrate dehydrogenase I (IDH1) as a novel regulator of serine biosynthesis in non-small cell lung cancer. Through extensive mechanistic studies, they demonstrated that IDH1 enhances the expression of the key enzymes phosphoglycerate dehydrogenase and phosphoserine aminotransferase 1 via a noncanonical function independent of its enzymatic activity. Strikingly, pharmacologic disruption of this novel function of IDH1 not only diminished tumor growth but also enhanced the anticancer efficacy of dietary serine restriction in mouse models of lung cancer. Together, these studies advance our mechanistic understanding of how cancer cells fulfill their serine requirements and reveal innovative therapeutic avenues to deprive tumors of this vital nutrient.
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Affiliation(s)
- Aristotle Lau
- Department of Pharmacology, Weill Cornell Medicine, New York, New York
- Meyer Cancer Center, Weill Cornell Medicine, New York, New York
| | - John Blenis
- Department of Pharmacology, Weill Cornell Medicine, New York, New York
- Meyer Cancer Center, Weill Cornell Medicine, New York, New York
| | - Guillermo Burgos-Barragan
- Department of Pharmacology, Weill Cornell Medicine, New York, New York
- Meyer Cancer Center, Weill Cornell Medicine, New York, New York
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20
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Parra ER, Zhang J, Duose DY, Gonzalez-Kozlova E, Redman MW, Chen H, Manyam GC, Kumar G, Zhang J, Song X, Lazcano R, Marques-Piubelli ML, Laberiano-Fernandez C, Rojas F, Zhang B, Taing L, Jhaveri A, Geisberg J, Altreuter J, Michor F, Provencher J, Yu J, Cerami E, Moravec R, Kannan K, Luthra R, Alatrash G, Huang HH, Xie H, Patel M, Nie K, Harris J, Argueta K, Lindsay J, Biswas R, Van Nostrand S, Kim-Schulze S, Gray JE, Herbst RS, Wistuba II, Gettinger S, Kelly K, Bazhenova L, Gnjatic S, Lee JJ, Zhang J, Haymaker C. Multi-omics Analysis Reveals Immune Features Associated with Immunotherapy Benefit in Patients with Squamous Cell Lung Cancer from Phase III Lung-MAP S1400I Trial. Clin Cancer Res 2024; 30:1655-1668. [PMID: 38277235 PMCID: PMC11016892 DOI: 10.1158/1078-0432.ccr-23-0251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 05/06/2023] [Accepted: 01/24/2024] [Indexed: 01/28/2024]
Abstract
PURPOSE Identifying molecular and immune features to guide immune checkpoint inhibitor (ICI)-based regimens remains an unmet clinical need. EXPERIMENTAL DESIGN Tissue and longitudinal blood specimens from phase III trial S1400I in patients with metastatic squamous non-small cell carcinoma (SqNSCLC) treated with nivolumab monotherapy (nivo) or nivolumab plus ipilimumab (nivo+ipi) were subjected to multi-omics analyses including multiplex immunofluorescence (mIF), nCounter PanCancer Immune Profiling Panel, whole-exome sequencing, and Olink. RESULTS Higher immune scores from immune gene expression profiling or immune cell infiltration by mIF were associated with response to ICIs and improved survival, except regulatory T cells, which were associated with worse overall survival (OS) for patients receiving nivo+ipi. Immune cell density and closer proximity of CD8+GZB+ T cells to malignant cells were associated with superior progression-free survival and OS. The cold immune landscape of NSCLC was associated with a higher level of chromosomal copy-number variation (CNV) burden. Patients with LRP1B-mutant tumors had a shorter survival than patients with LRP1B-wild-type tumors. Olink assays revealed soluble proteins such as LAMP3 increased in responders while IL6 and CXCL13 increased in nonresponders. Upregulation of serum CXCL13, MMP12, CSF-1, and IL8 were associated with worse survival before radiologic progression. CONCLUSIONS The frequency, distribution, and clustering of immune cells relative to malignant ones can impact ICI efficacy in patients with SqNSCLC. High CNV burden may contribute to the cold immune microenvironment. Soluble inflammation/immune-related proteins in the blood have the potential to monitor therapeutic benefit from ICI treatment in patients with SqNSCLC.
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Affiliation(s)
- Edwin Roger Parra
- Departments of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jiexin Zhang
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Dzifa Yawa Duose
- Departments of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Edgar Gonzalez-Kozlova
- Department of Oncological Sciences, Mount Sinai, New York, New York
- Tisch Cancer Institute, Mount Sinai, New York, New York
- Precision Immunology Institute, Mount Sinai, New York, New York
- Icahn School of Medicine at Mount Sinai, New York, New York
| | - Mary W. Redman
- SWOG Statistical Center, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Hong Chen
- Department of Thoracic-Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ganiraju C. Manyam
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Gayatri Kumar
- Departments of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xingzhi Song
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Rossana Lazcano
- Departments of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Mario L. Marques-Piubelli
- Departments of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Caddie Laberiano-Fernandez
- Departments of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Frank Rojas
- Departments of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Baili Zhang
- Departments of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Len Taing
- CIMAC-CIDC Network, Pipeline Development and Portal Integration, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Aashna Jhaveri
- CIMAC-CIDC Network, Pipeline Development and Portal Integration, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jacob Geisberg
- CIMAC-CIDC Network, Pipeline Development and Portal Integration, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Jennifer Altreuter
- CIMAC-CIDC Network, Pipeline Development and Portal Integration, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Franziska Michor
- CIMAC-CIDC Network, Pipeline Development and Portal Integration, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - James Provencher
- CIMAC-CIDC Network, Pipeline Development and Portal Integration, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Joyce Yu
- CIMAC-CIDC Network, Pipeline Development and Portal Integration, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Ethan Cerami
- CIMAC-CIDC Network, Pipeline Development and Portal Integration, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Radim Moravec
- Cancer Diagnosis Program, Division of Cancer Treatment and Diagnosis, NCI, Bethesda, Maryland
| | - Kasthuri Kannan
- Departments of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Rajyalakshmi Luthra
- Department of Hematopathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Gheath Alatrash
- Department of Stem Cell Transplantation, The University of Texas MD Anderson Cancer, Houston, Texas
| | - Hsin-Hui Huang
- Precision Immunology Institute, Mount Sinai, New York, New York
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Hui Xie
- Precision Immunology Institute, Mount Sinai, New York, New York
| | | | - Kai Nie
- Precision Immunology Institute, Mount Sinai, New York, New York
| | - Jocelyn Harris
- Precision Immunology Institute, Mount Sinai, New York, New York
| | | | - James Lindsay
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Roshni Biswas
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Stephen Van Nostrand
- CIMAC-CIDC Network, Pipeline Development and Portal Integration, Dana-Farber Cancer Institute, Boston, Massachusetts
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Seunghee Kim-Schulze
- Department of Oncological Sciences, Mount Sinai, New York, New York
- Tisch Cancer Institute, Mount Sinai, New York, New York
- Precision Immunology Institute, Mount Sinai, New York, New York
- Icahn School of Medicine at Mount Sinai, New York, New York
| | | | - Roy S. Herbst
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut
| | - Ignacio I. Wistuba
- Departments of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | | | - Karen Kelly
- International Association for the Study of Lung Cancer, Denver, Colorado
| | - Lyudmila Bazhenova
- University of California San Diego Moores Cancer Center, La Jolla, California
| | - Sacha Gnjatic
- Department of Oncological Sciences, Mount Sinai, New York, New York
- Tisch Cancer Institute, Mount Sinai, New York, New York
- Precision Immunology Institute, Mount Sinai, New York, New York
- Icahn School of Medicine at Mount Sinai, New York, New York
| | - J. Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jianjun Zhang
- Department of Thoracic-Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Cara Haymaker
- Departments of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
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21
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Zhang P, Xu J, Wu Q, Qian J, Wang S. Development of crizotinib-associated renal cyst in a non-small cell lung cancer patient with ALK fusion: a case report and review of the literature. Diagn Pathol 2024; 19:58. [PMID: 38616252 PMCID: PMC11016210 DOI: 10.1186/s13000-024-01480-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 03/21/2024] [Indexed: 04/16/2024] Open
Abstract
BACKGROUND Crizotinib, an oral first-generation tyrosine kinase inhibitor (TKI), is superior to systemic chemotherapy for the treatment of non-small cell lung cancer (NSCLC) with positive rearrangement of anaplastic lymphoma kinase (ALK). However, an increased incidence of renal and hepatic cysts has been reported in the patients on crizotinib treatment. CASE PRESENTATION Here, we describe a case of a 71-year-old Chinese women developed multiple cystic lesions in kidney and liver during crizotinib treatment for the primary and metastatic NSCLC. The renal and hepatic cysts were noted by CT scan 3 months after crizotinib treatment, which were spontaneously and significantly regressed after stopping crizotinib. CONCLUSIONS Based on literature review and our experience in this case report, we concluded that crizotinib-associated renal cyst (CARCs) has features of malignancy and abscess in radiographic imaging, and thus, pathological confirmation is necessary to avoid inappropriate treatment decision. In addition, to benefit the patients with progress-free survival (PFS), switching from crizotinib to alectinib is recommended for the treatment of NSCLC patients who developed CARCs.
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Affiliation(s)
- Peng Zhang
- Six Departments of Oncology, Longhua Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - JiaHua Xu
- Seven Departments of Oncology, Longhua Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Qing Wu
- Seven Departments of Oncology, Longhua Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Jianxin Qian
- Seven Departments of Oncology, Longhua Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China.
| | - Song Wang
- Department of Radiology, Longhua Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, China.
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22
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Zhang W, Xiao P, Liu B, Zhang Y. Circ-10720 as a ceRNA adsorbs microRNA-1238 and modulates ZEB2 to boost NSCLC development by activating EMT. Eur J Med Res 2024; 29:226. [PMID: 38610009 PMCID: PMC11010388 DOI: 10.1186/s40001-024-01715-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 02/06/2024] [Indexed: 04/14/2024] Open
Abstract
BACKGROUND Circular RNAs (circRNAs) are critical regulators in the progression of tumors. This experimental design aimed to explore the mechanism of circ-10720 in non-small cell lung cancer (NSCLC). METHODS We used RT-qPCR to measure circ-10720 expression in clinical samples and analyzed its relationship with the clinicopathological characteristics of NSCLC patients. The expression levels of microRNA-1238 (miR-1238) and Zinc Finger E-box-binding Homeobox 2 (ZEB2) in clinical samples were detected by RT-qPCR. NSCLC cells were transfected with relevant plasmids or sequences. Circ-10720, miR-1238, and ZEB2 expressions in cells were analyzed via RT-qPCR or western blot. Cell proliferation, apoptosis, migration, and invasion were assessed with CCK-8, flow cytometry, and transwell assay, respectively. The protein expression of ZEB2 and epithelial-mesenchymal transition (EMT)-related markers (E-cadherin, Vimentin, N-cadherin) were detected via western blot. Xenograft assay was used to determine the effect of circ-10720 on NSCLC in vivo. Circ-10720 and ZEB2 expressions in tumors were detected using RT-qPCR or Western blot. Immunohistochemistry was used to evaluate E-cadherin and N-cadherin expression in tumors. Finally, the binding relationship between miR-1238 with circ-10720 or ZEB2 was verified by the bioinformatics website, dual luciferase reporter assay, RNA pull-down assay, and RIP assay. RESULTS Circ-10720 was upregulated in NSCLC and correlated with TNM stage of NSCLC patients. MiR-1238 was lowly expressed but ZEB2 was highly expressed in NSCLC. Circ-10720 silencing suppressed the proliferation, metastasis, and EMT of NSCLC cells. Mechanically, circ-10720 was a competitive endogenous RNA (ceRNA) for miR-1238, and ZEB2 was a target of miR-1238. circ-10720-modulated ZEB2 via competitively binding with miR-1238 to control NSCLC progression. In addition, circ-10720 knockdown suppressed tumor growth in vivo. CONCLUSIONS Circ-10720 acts as a ceRNA to adsorb miR-1238 and modulate ZEB2 to facilitate the proliferation, migration, invasion, and EMT of NSCLC cells.
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Affiliation(s)
- Wei Zhang
- Department of Medical Oncology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, People's South Road, Section 4, Number 55, Chengdu, 610041, Sichuan, China
| | - Ping Xiao
- Department of Thoracic Surgery, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, Chengdu, 610041, Sichuan, China
| | - Bin Liu
- Department of Medical Oncology, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, School of Medicine, University of Electronic Science and Technology of China, People's South Road, Section 4, Number 55, Chengdu, 610041, Sichuan, China.
| | - Yan Zhang
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, 37 Guoxue Lane, Wuhou District, Chengdu, 610041, Sichuan, China.
- Lung Cancer Center/Lung Cancer Institute, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
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23
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Sun W, Cheng Y, Ma X, Jin Z, Zhang Q, Wang G. Photodynamic therapy upregulates expression of HIF-1α and PD-L1 in related pathways and its clinical relevance in non-small-cell lung cancer. Eur J Med Res 2024; 29:230. [PMID: 38609977 PMCID: PMC11015541 DOI: 10.1186/s40001-024-01780-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 03/10/2024] [Indexed: 04/14/2024] Open
Abstract
BACKGROUND Photodynamic therapy (PDT) is a promising interventional treatment approach that contributes to antitumor immunity. It has been reported that PDT can enhance the effectiveness of immune checkpoint inhibitors (ICIs), but its mechanism is yet unclear. Herein, we implemented bioinformatics analysis to detect common pathways and potential biomarkers in non-small cell lung cancer (NSCLC), PDT, and NSCLC immunotherapy to investigate potential links between PDT, immunotherapy and NSCLC, and their clinical impact. METHODS Differentially expressed genes in NSCLC- and NSCLC immunotherapy-related data in the GEO database were intersected with PDT-related genes in the GeneCards database to obtain candidate genes and shared pathways. Enrichment analysis and protein-protein interaction were established to identify key genes in functionally enriched pathways. The expression profiles and the prognostic significance of key genes were depicted. RESULTS Bioinformatics analysis showed that HIF-1α was screened as a prognostic gene in hypoxia, HIF-1, and PD-L1-related signaling pathways, which was associated with clinical response in NSCLC patients after PDT and immunotherapy. In vivo experiments showed that PDT could inhibit tumor growth and upregulate HIF-1α and PD-L1 expressions in NSCLC tissues with a positive correlation, which might influence the blocking activity of ICIs on the HIF-1, and PD-L1-related signaling pathways. CONCLUSIONS PDT might improve the clinical response of ICIs by upregulating tumor HIF-1α and PD-L1 expressions in NSCLC.
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Affiliation(s)
- Wen Sun
- Department of Respiratory and Critical Care Medicine, Peking University First Hospital, Beijing, 100034, China
| | - Yuan Cheng
- Department of Respiratory and Critical Care Medicine, Peking University First Hospital, Beijing, 100034, China
| | - Xiaoyu Ma
- Department of Respiratory and Critical Care Medicine, Peking University First Hospital, Beijing, 100034, China
| | - Zhou Jin
- Department of Respiratory and Critical Care Medicine, Peking University First Hospital, Beijing, 100034, China
| | - Qi Zhang
- Department of Respiratory and Critical Care Medicine, Peking University First Hospital, Beijing, 100034, China
| | - Guangfa Wang
- Department of Respiratory and Critical Care Medicine, Peking University First Hospital, Beijing, 100034, China.
- Department of Pulmonary and Critical Care Medicine, Peking University First Hospital, No. 8 Xishiku Street, Xicheng District, Beijing, 100034, China.
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24
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Yang L, Li Y, Du Y, Guo Y, Guo Z, Liu B, Liu J, Liu Y, Niu H, Sun Y, Yan H, Yang Y, Yu S, Zhang Y, Zhang Y, Zheng K, Zheng N, Zhang X, Zhang Q, Hu L. Discovery of Novel 5,6-Dihydro-4 H-pyrido[2,3,4- de]quinazoline Irreversible Inhibitors Targeting Both Wild-Type and A775_G776insYVMA Mutated HER2 Kinases. J Med Chem 2024; 67:5662-5682. [PMID: 38518121 DOI: 10.1021/acs.jmedchem.3c02302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2024]
Abstract
HER2 mutations were seen in 4% of non-small-cell lung cancer (NSCLC) patients. Most of these mutations (90%) occur as an insertion mutation within the exon 20 frame, leading to the downstream activation of the PI3K-AKT and RAS/MAPK pathways. However, no targeted therapies have yet been approved worldwide. Here a novel series of highly potent HER2 inhibitors with a pyrido[2,3,4-de]quinazoline core were designed and developed. The derivatives with the pyrido[2,3,4-de]quinazoline core displayed superior efficacy of antiproliferation in BaF3 cells harboring HER2insYVMA mutation compared with afatinib and neratinib. Rat studies showed that 8a and 9a with the newly developed core have good pharmacokinetic properties with an oral bioavailability of 41.7 and 42.0%, respectively. Oral administration of 4a and 10e (30 mg/kg, QD) displayed significant antitumor efficacy in an in vivo xenograft model. We proposed promising strategies for the development of HER2insYVMA mutant inhibitors in this study.
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Affiliation(s)
- Leifu Yang
- . College of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Yaxin Li
- . College of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China
| | - Yunling Du
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Yan Guo
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Zhenke Guo
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Baoxiu Liu
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Jianglin Liu
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Yanfei Liu
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Hongdan Niu
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Yueming Sun
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Henglin Yan
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Yajuan Yang
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Shannan Yu
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Yifan Zhang
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Yuan Zhang
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Kun Zheng
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Nanqiao Zheng
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Xiaoqing Zhang
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Qiang Zhang
- . . Beijing Scitech MQ Pharmaceuticals Ltd., Beijing 101320, China
| | - Liming Hu
- . College of Chemistry and Life Science, Beijing University of Technology, Beijing 100124, China
- . Beijing Key Laboratory of Environmental and Viral Oncology, Beijing 100124, China
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25
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Sujit SJ, Aminu M, Karpinets TV, Chen P, Saad MB, Salehjahromi M, Boom JD, Qayati M, George JM, Allen H, Antonoff MB, Hong L, Hu X, Heeke S, Tran HT, Le X, Elamin YY, Altan M, Vokes NI, Sheshadri A, Lin J, Zhang J, Lu Y, Behrens C, Godoy MCB, Wu CC, Chang JY, Chung C, Jaffray DA, Wistuba II, Lee JJ, Vaporciyan AA, Gibbons DL, Heymach J, Zhang J, Cascone T, Wu J. Enhancing NSCLC recurrence prediction with PET/CT habitat imaging, ctDNA, and integrative radiogenomics-blood insights. Nat Commun 2024; 15:3152. [PMID: 38605064 PMCID: PMC11009351 DOI: 10.1038/s41467-024-47512-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 03/21/2024] [Indexed: 04/13/2024] Open
Abstract
While we recognize the prognostic importance of clinicopathological measures and circulating tumor DNA (ctDNA), the independent contribution of quantitative image markers to prognosis in non-small cell lung cancer (NSCLC) remains underexplored. In our multi-institutional study of 394 NSCLC patients, we utilize pre-treatment computed tomography (CT) and 18F-fluorodeoxyglucose positron emission tomography (FDG-PET) to establish a habitat imaging framework for assessing regional heterogeneity within individual tumors. This framework identifies three PET/CT subtypes, which maintain prognostic value after adjusting for clinicopathologic risk factors including tumor volume. Additionally, these subtypes complement ctDNA in predicting disease recurrence. Radiogenomics analysis unveil the molecular underpinnings of these imaging subtypes, highlighting downregulation in interferon alpha and gamma pathways in the high-risk subtype. In summary, our study demonstrates that these habitat imaging subtypes effectively stratify NSCLC patients based on their risk levels for disease recurrence after initial curative surgery or radiotherapy, providing valuable insights for personalized treatment approaches.
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Affiliation(s)
- Sheeba J Sujit
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Muhammad Aminu
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tatiana V Karpinets
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Pingjun Chen
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Maliazurina B Saad
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Morteza Salehjahromi
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - John D Boom
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Mohamed Qayati
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - James M George
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Michigan Center for Translational Pathology, University of Michigan, Ann Arbor, MI, USA
| | - Haley Allen
- Natural Sciences, Rice University, Houston, TX, USA
| | - Mara B Antonoff
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Lingzhi Hong
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Xin Hu
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Simon Heeke
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hai T Tran
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Xiuning Le
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yasir Y Elamin
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mehmet Altan
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Natalie I Vokes
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ajay Sheshadri
- Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Julie Lin
- Department of Pulmonary Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jianhua Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yang Lu
- Department of Nuclear Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Carmen Behrens
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Myrna C B Godoy
- Department of Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Carol C Wu
- Department of Thoracic Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Joe Y Chang
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Caroline Chung
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Institute of Data Science in Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - David A Jaffray
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Institute of Data Science in Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ignacio I Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - J Jack Lee
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ara A Vaporciyan
- Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Don L Gibbons
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - John Heymach
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jianjun Zhang
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Lung Cancer Genomics Program, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Lung Cancer Interception Program, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tina Cascone
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jia Wu
- Department of Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
- Institute of Data Science in Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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26
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Passaro A, Peters S. Adjuvant Alectinib in ALK-Rearranged NSCLC - Here and Now. N Engl J Med 2024; 390:1325-1327. [PMID: 38598800 DOI: 10.1056/nejme2402015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Affiliation(s)
- Antonio Passaro
- From the Division of Thoracic Oncology, European Institute of Oncology IRCCS, Milan (A.P.); and Lausanne University Hospital, Lausanne, Switzerland (S.P.)
| | - Solange Peters
- From the Division of Thoracic Oncology, European Institute of Oncology IRCCS, Milan (A.P.); and Lausanne University Hospital, Lausanne, Switzerland (S.P.)
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27
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Ricciuti B, Lamberti G, Puchala SR, Mahadevan NR, Lin JR, Alessi JV, Chowdhury A, Li YY, Wang X, Spurr L, Pecci F, Di Federico A, Venkatraman D, Barrichello AP, Gandhi M, Vaz VR, Pangilinan AJ, Haradon D, Lee E, Gupta H, Pfaff KL, Welsh EL, Nishino M, Cherniack AD, Johnson BE, Weirather JL, Dryg ID, Rodig SJ, Sholl LM, Sorger P, Santagata S, Umeton R, Awad MM. Genomic and Immunophenotypic Landscape of Acquired Resistance to PD-(L)1 Blockade in Non-Small-Cell Lung Cancer. J Clin Oncol 2024; 42:1311-1321. [PMID: 38207230 DOI: 10.1200/jco.23.00580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 08/27/2023] [Accepted: 10/24/2023] [Indexed: 01/13/2024] Open
Abstract
PURPOSE Although immune checkpoint inhibitors (ICI) have extended survival in patients with non-small-cell lung cancer (NSCLC), acquired resistance (AR) to ICI frequently develops after an initial benefit. However, the mechanisms of AR to ICI in NSCLC are largely unknown. METHODS Comprehensive tumor genomic profiling, machine learning-based assessment of tumor-infiltrating lymphocytes, multiplexed immunofluorescence, and/or HLA-I immunohistochemistry (IHC) were performed on matched pre- and post-ICI tumor biopsies from patients with NSCLC treated with ICI at the Dana-Farber Cancer Institute who developed AR to ICI. Two additional cohorts of patients with intervening chemotherapy or targeted therapies between biopsies were included as controls. RESULTS We performed comprehensive genomic profiling and immunophenotypic characterization on samples from 82 patients with NSCLC and matched pre- and post-ICI biopsies and compared findings with a control cohort of patients with non-ICI intervening therapies between biopsies (chemotherapy, N = 32; targeted therapies, N = 89; both, N = 17). Putative resistance mutations were identified in 27.8% of immunotherapy-treated cases and included acquired loss-of-function mutations in STK11, B2M, APC, MTOR, KEAP1, and JAK1/2; these acquired alterations were not observed in the control groups. Immunophenotyping of matched pre- and post-ICI samples demonstrated significant decreases in intratumoral lymphocytes, CD3e+ and CD8a+ T cells, and PD-L1-PD1 engagement, as well as increased distance between tumor cells and CD8+PD-1+ T cells. There was a significant decrease in HLA class I expression in the immunotherapy cohort at the time of AR compared with the chemotherapy (P = .005) and the targeted therapy (P = .01) cohorts. CONCLUSION These findings highlight the genomic and immunophenotypic heterogeneity of ICI resistance in NSCLC, which will need to be considered when developing novel therapeutic strategies aimed at overcoming resistance.
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Affiliation(s)
- Biagio Ricciuti
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Giuseppe Lamberti
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Sreekar R Puchala
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, MA
| | | | - Jia-Ren Lin
- Laboratory of Systems Pharmacology, Department of Systems Biology, Harvard Medical School, Boston, MA
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA
| | - Joao V Alessi
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Alexander Chowdhury
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, MA
| | - Yvonne Y Li
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, MA
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA
| | - Xinan Wang
- Harvard School of Public Health, Boston, MA
| | - Liam Spurr
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA
| | - Federica Pecci
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | | | - Deepti Venkatraman
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | | | - Malini Gandhi
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Victor R Vaz
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Andy J Pangilinan
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Danielle Haradon
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Elinton Lee
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Hersh Gupta
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, MA
| | - Kathleen L Pfaff
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Emma L Welsh
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Mizuki Nishino
- Department of Radiology, Brigham and Women's Hospital, Boston, MA
| | - Andrew D Cherniack
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, MA
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA
| | - Bruce E Johnson
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Jason L Weirather
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Ian D Dryg
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Scott J Rodig
- Department of Pathology, Brigham and Women's Hospital, Boston, MA
- Center for Immuno-Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Lynette M Sholl
- Department of Pathology, Brigham and Women's Hospital, Boston, MA
| | - Peter Sorger
- Department of Pathology, Brigham and Women's Hospital, Boston, MA
- Laboratory of Systems Pharmacology, Department of Systems Biology, Harvard Medical School, Boston, MA
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA
| | - Sandro Santagata
- Department of Pathology, Brigham and Women's Hospital, Boston, MA
- Laboratory of Systems Pharmacology, Department of Systems Biology, Harvard Medical School, Boston, MA
- Ludwig Center at Harvard, Harvard Medical School, Boston, MA
| | - Renato Umeton
- Department of Informatics and Analytics, Dana-Farber Cancer Institute, Boston, MA
| | - Mark M Awad
- Lowe Center for Thoracic Oncology, Dana-Farber Cancer Institute, Boston, MA
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28
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Morimoto K, Yamada T, Hirai S, Katayama Y, Fukui S, Sawada R, Tachibana Y, Matsui Y, Nakamura R, Ishida M, Kawachi H, Kunimasa K, Sasaki T, Nishida M, Furuya N, Watanabe S, Shiotsu S, Nishioka N, Horinaka M, Sakai T, Uehara H, Yano S, Son BK, Tokuda S, Takayama K. AXL signal mediates adaptive resistance to KRAS G12C inhibitors in KRAS G12C-mutant tumor cells. Cancer Lett 2024; 587:216692. [PMID: 38342232 DOI: 10.1016/j.canlet.2024.216692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 01/18/2024] [Accepted: 01/26/2024] [Indexed: 02/13/2024]
Abstract
Recently, novel Kirsten rat sarcoma viral oncogene homolog (KRAS) inhibitors have been clinically developed to treat KRAS G12C-mutated non-small cell lung cancer (NSCLC) patients. However, achieving complete tumor remission is challenging. Therefore, the optimal combined therapeutic intervention with KRAS G12C inhibitors has a potentially crucial role in the clinical outcomes of patients. We investigated the underlying molecular mechanisms of adaptive resistance to KRAS G12C inhibitors in KRAS G12C-mutated NSCLC cells to devise a strategy preventing drug-tolerant cell emergence. We demonstrate that AXL signaling led to the adaptive resistance to KRAS G12C inhibitors in KRAS G12C-mutated NSCLC, activation of which is induced by GAS6 production via YAP. AXL inhibition reduced the viability of AXL-overexpressing KRAS G12C-mutated lung cancer cells by enhancing KRAS G12C inhibition-induced apoptosis. In xenograft models of AXL-overexpressing KRAS G12C-mutated lung cancer treated with KRAS G12C inhibitors, initial combination therapy with AXL inhibitor markedly delayed tumor regrowth compared with KRAS G12C inhibitor alone or with the combination after acquired resistance to KRAS G12C inhibitor. These results indicated pivotal roles for the YAP-GAS6-AXL axis and its inhibition in the intrinsic resistance to KRAS G12C inhibitor.
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Affiliation(s)
- Kenji Morimoto
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Tadaaki Yamada
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan.
| | - Soichi Hirai
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Yuki Katayama
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Sarina Fukui
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Ryo Sawada
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Yusuke Tachibana
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Yohei Matsui
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Ryota Nakamura
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Masaki Ishida
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Hayato Kawachi
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Kei Kunimasa
- Department of Thoracic Oncology, Osaka International Cancer Institute, Osaka, Japan
| | - Takaaki Sasaki
- First Department of Internal Medicine, Asahikawa Medical University Hospital, Hokkaido, Japan
| | - Makoto Nishida
- Division of Respiratory Medicine, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan
| | - Naoki Furuya
- Division of Respiratory Medicine, Department of Internal Medicine, St. Marianna University School of Medicine, Kanagawa, Japan
| | - Satoshi Watanabe
- Department of Respiratory Medicine and Infectious Diseases, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Shinsuke Shiotsu
- Department of Respiratory Medicine, Japanese Red Cross Kyoto Daiichi Hospital, Kyoto, Japan
| | - Naoya Nishioka
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan; Department of Respiratory Medicine, Fukuchiyama City Hospital, Kyoto, Japan
| | - Mano Horinaka
- Department of Drug Discovery Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Toshiyuki Sakai
- Department of Drug Discovery Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Hisanori Uehara
- Division of Pathology, Tokushima University Hospital, Tokushima, Japan
| | - Seiji Yano
- Department of Respiratory Medicine, Kanazawa University Graduate School of Medical Sciences, Kanazawa, Japan; Division of Medical Oncology, Cancer Research Institute, Kanazawa University, Kanazawa, Japan; WPI-Nano Life Science Institute (WPI-Nano LSI), Kanazawa University, Kanazawa, Japan
| | - Bo-Kyung Son
- Institute for Future Initiatives, The University of Tokyo, Tokyo, Japan; Institute of Gerontology, The University of Tokyo, Tokyo, Japan; Department of Geriatric Medicine, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Shinsaku Tokuda
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
| | - Koichi Takayama
- Department of Pulmonary Medicine, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, 465, Kajii-cho, Kamigyo-ku, Kyoto, 602-8566, Japan
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29
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Piper Vallillo AJ, Viray H, Feldman J, Rangachari D. Management of Treatment Resistance in Patients With Advanced Epidermal Growth Factor Receptor-Mutated Lung Cancer: Personalization, Parsimony, and Partnership. J Clin Oncol 2024; 42:1215-1221. [PMID: 38412397 DOI: 10.1200/jco.23.02417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 12/18/2023] [Accepted: 01/02/2024] [Indexed: 02/29/2024] Open
Abstract
The Oncology Grand Rounds series is designed to place original reports published in the Journal into clinical context. A case presentation is followed by a description of diagnostic and management challenges, a review of the relevant literature, and a summary of the authors' suggested management approaches. The goal of this series is to help readers better understand how to apply the results of key studies, including those published in Journal of Clinical Oncology, to patients seen in their own clinical practice.Patients with epidermal growth factor receptor (EGFR)-mutated advanced non-small-cell lung cancer represent a distinct subgroup of individuals who can experience initially tolerable and durable effects with first-line EGFR-directed tyrosine kinase inhibitors. Unfortunately, acquired treatment resistance and cancer progression within the CNS are inevitable during the disease course and present a challenging transition in the care continuum. Next-line therapies generally require combinations of drugs and afford nuanced differences in clinical outcomes relative to the treatment experience, toxicity profile, and quality of life. Therapeutic stratification and modulation thus require further personalization and partnership with patients to identify key clinical, molecular, and human-specific factors to best guide optimal care.
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Affiliation(s)
- Andrew J Piper Vallillo
- Division of Hematology and Oncology, Lahey Hospital and Medical Center & Tufts University School of Medicine; Boston, MA
| | - Hollis Viray
- Division of Medical Oncology, Beth Israel Deaconess Medical Center & Harvard Medical School; Boston, MA
| | | | - Deepa Rangachari
- Division of Medical Oncology, Beth Israel Deaconess Medical Center & Harvard Medical School; Boston, MA
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30
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Park S, Kim TM, Han JY, Lee GW, Shim BY, Lee YG, Kim SW, Kim IH, Lee S, Kim YJ, Park JH, Park SG, Lee KH, Kang EJ, Kim JW, Shin SH, Ock CY, Nam BH, Lee J, Jung HA, Sun JM, Lee SH, Ahn JS, Ahn MJ. Phase III, Randomized Study of Atezolizumab Plus Bevacizumab and Chemotherapy in Patients With EGFR- or ALK-Mutated Non-Small-Cell Lung Cancer (ATTLAS, KCSG-LU19-04). J Clin Oncol 2024; 42:1241-1251. [PMID: 37861993 DOI: 10.1200/jco.23.01891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 09/26/2023] [Accepted: 10/05/2023] [Indexed: 10/21/2023] Open
Abstract
PURPOSE In the treatment of non-small-cell lung cancer (NSCLC) with a driver mutation, the role of anti-PD-(L)1 antibody after tyrosine kinase inhibitor (TKI) remains unclear. This randomized, open-label, multicenter, phase III study evaluates the efficacy of atezolizumab plus bevacizumab, paclitaxel, and carboplatin (ABCP ) in EGFR- or ALK-mutated NSCLC that progressed before TKI therapy. MATERIALS AND METHODS We compared the clinical efficacy of ABCP followed by maintenance therapy with atezolizumab plus bevacizumab with pemetrexed plus carboplatin or cisplatin (PC) followed by pemetrexed maintenance. The primary end point was progression-free survival (PFS). RESULTS A total of 228 patients with activating EGFR mutation (n = 215) or ALK translocation (n = 13) were enrolled from 16 sites in the Republic of Korea and randomly assigned at 2:1 ratio to either ABCP (n = 154) or PC arm (n = 74). The median follow-up duration was 26.1 months (95% CI, 24.7 to 28.2). Objective response rates (69.5% v 41.9%, P < .001) and median PFS (8.48 v 5.62 months, hazard ratio [HR], 0.62 [95% CI, 0.45 to 0.86]; P = .004) were significantly better in the ABCP than PC arm. PFS benefit increased as PD-L1 expression increased, with an HR of 0.47, 0.41, and 0.24 for PD-L1 ≥1%, ≥10%, and ≥50%, respectively. Overall survival was similar between ABCP and PC arm (20.63 v 20.27 months, HR, 1.01 [95% CI, 0.69 to 1.46]; P = .975). The safety profile of the ABCP arm was comparable with that previously reported, with no additional safety signals, but higher rates of treatment-related adverse events were observed compared with the PC arm. CONCLUSION To our knowledge, this study is the first randomized phase III study to demonstrate the clinical benefit of anti-PD-L1 antibody in combination with bevacizumab and chemotherapy in patients with EGFR- or ALK-mutated NSCLC who have progressed on relevant targeted therapy.
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Affiliation(s)
- Sehhoon Park
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Tae Min Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University Cancer Research Institute, Seoul, Korea
| | - Ji-Youn Han
- Center for Lung Cancer, Research Institute and Hospital, National Cancer Center, Goyang-si Gyeonggi-do, Korea
| | - Gyeong-Won Lee
- Divisions of Hematology and Oncology, Department of Internal Medicine, Institute of Health Science, Gyeongsang National University Hospital, Gyeongsang National University College of Medicine, Jinju, Korea
| | - Byoung Yong Shim
- Division of Medical Oncology, Department of Internal Medicine, St Vincent's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Yun-Gyoo Lee
- Division of Hematology & Medical Oncology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Sang-We Kim
- Division of Oncology, Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Il Hwan Kim
- Department of Internal Medicine, Division of Hemato-Oncology, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Suee Lee
- Department of Internal Medicine, Dong-A University College of Medicine, Busan, Korea
| | - Yu Jung Kim
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Ji Hyun Park
- Department of Hemato-oncololgy, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul, Korea
| | - Sang-Gon Park
- Department of Internal Medicine, Hemato-oncology, Chosun University Hospital, Gwangju, Korea
| | - Ki Hyeong Lee
- Division of Hematology-Oncology, Department of Internal Medicine, Chungbuk National University Hospital, Chungbuk National University College of Medicine, Cheongju, Korea
| | - Eun Joo Kang
- Division of Hematology-Oncology, Department of Internal Medicine, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Korea
| | - Ju Won Kim
- Divisions of Hematology-Oncology, Department of Medicine, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Seong-Hoon Shin
- Division of Hemato-Oncology, Department of Internal Medicine, Kosin University Gospel Hospital, Busan, Korea
| | | | | | | | - Hyun-Ae Jung
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jong-Mu Sun
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Se-Hoon Lee
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jin Seok Ahn
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Myung-Ju Ahn
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Mok T, Nakagawa K, Park K, Ohe Y, Girard N, Kim HR, Wu YL, Gainor J, Lee SH, Chiu CH, Kim SW, Yang CT, Wu CL, Wu L, Lin MC, Samol J, Ichikado K, Wang M, Zhang X, Sylvester J, Li S, Forslund A, Yang JCH. Nivolumab Plus Chemotherapy in Epidermal Growth Factor Receptor-Mutated Metastatic Non-Small-Cell Lung Cancer After Disease Progression on Epidermal Growth Factor Receptor Tyrosine Kinase Inhibitors: Final Results of CheckMate 722. J Clin Oncol 2024; 42:1252-1264. [PMID: 38252907 DOI: 10.1200/jco.23.01017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 08/30/2023] [Accepted: 11/01/2023] [Indexed: 01/24/2024] Open
Abstract
PURPOSE The phase III CheckMate 722 trial (ClinicalTrials.gov identifier: NCT02864251) evaluated nivolumab plus chemotherapy versus chemotherapy in patients with epidermal growth factor receptor (EGFR)-mutated metastatic non-small-cell lung cancer (NSCLC) after disease progression on EGFR tyrosine kinase inhibitors (TKIs). METHODS Patients with disease progression after first- or second-generation EGFR TKI therapy (without EGFR T790M mutation) or osimertinib (with/without T790M mutation) were randomly assigned 1:1 to nivolumab (360 mg once every 3 weeks) plus platinum-doublet chemotherapy (once every 3 weeks) or platinum-doublet chemotherapy alone (once every 3 weeks) for four cycles. Primary end point was progression-free survival (PFS). Secondary end points included 9- and 12-month PFS rates, overall survival (OS), objective response rate (ORR), and duration of response (DOR). RESULTS Overall, 294 patients were randomly assigned. At final analysis (median follow-up, 38.1 months), PFS was not significantly improved with nivolumab plus chemotherapy versus chemotherapy (median, 5.6 v 5.4 months; hazard ratio [HR], 0.75 [95% CI, 0.56 to 1.00]; P = .0528), with 9- and 12-month PFS rates of 25.9% versus 19.8%, and 21.2% versus 15.9%, respectively. Post hoc PFS subgroup analyses showed a trend favoring nivolumab plus chemotherapy in patients with tumors harboring sensitizing EGFR mutations (HR, 0.72 [95% CI, 0.54 to 0.97]), one line of previous EGFR TKI (0.72 [95% CI, 0.54 to 0.97]), or both (0.64 [95% CI, 0.47 to 0.88]). Median OS was 19.4 months with nivolumab plus chemotherapy versus 15.9 months with chemotherapy, while ORR was 31.3% versus 26.7%, and median DOR was 6.7 versus 5.6 months, respectively. Grade 3/4 treatment-related adverse events occurred in 44.7% and 29.4% of patients treated with nivolumab plus chemotherapy and chemotherapy alone, respectively. CONCLUSION Nivolumab plus chemotherapy did not significantly improve PFS versus chemotherapy in patients with EGFR-mutated metastatic NSCLC previously treated with EGFR TKIs. No new safety signals were identified.
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Affiliation(s)
- Tony Mok
- State Laboratory of Translational Oncology, The Chinese University of Hong Kong, Hong Kong, China
| | | | - Keunchil Park
- Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
- University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Nicolas Girard
- Institut du Thorax Curie-Montsouris, Institut Curie, Paris, France
| | - Hye Ryun Kim
- Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea
| | - Yi-Long Wu
- Guangdong Lung Cancer Institute, Guangdong Province People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
| | - Justin Gainor
- Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Se-Hoon Lee
- Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Chao-Hua Chiu
- Taipei Veterans General Hospital, Taipei City, Taiwan
- Taipei Cancer Center, Taipei Medical University Hospital, Taipei Medical University, Taipei City, Taiwan
| | - Sang-We Kim
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Cheng-Ta Yang
- Chang Gung Memorial Hospital, College of Medicine, Chang Gung University, Taoyuan, Taiwan
| | | | - Lin Wu
- Hunan Cancer Hospital, Changsha, China
| | - Meng-Chih Lin
- Kaohsiung Chang Gung Memorial Hospital, Chang Gung University, Kaohsiung City, Taiwan
| | - Jens Samol
- Tan Tock Seng Hospital, Lee Kong Chian School of Medicine, Singapore, Singapore
- Johns Hopkins University, Baltimore, MD
| | | | - Mengzhao Wang
- Peking Union Medical College Hospital, Beijing, China
| | | | | | | | | | - James Chih-Hsin Yang
- National Taiwan University Cancer Center, National Taiwan University Hospital, Taipei City, Taiwan
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Wu S, Qin X, Huang L. The role of alternative polyadenylation in epithelial-mesenchymal transition of non-small cell lung cancer. Hum Mol Genet 2024; 33:677-686. [PMID: 38224682 DOI: 10.1093/hmg/ddae001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 12/20/2023] [Accepted: 12/24/2023] [Indexed: 01/17/2024] Open
Abstract
The metastatic non-small cell lung cancer (NSCLC) is one of the cancers with high incidence, poor survival, and limited treatment. Epithelial-mesenchymal transition (EMT) is the first step by which an early tumor converts to an invasive one. Studying the underlying mechanisms of EMT can help the understanding of cancer metastasis and improve the treatment. In this study, 1013 NSCLC patients and 123 NSCLC cell lines are deeply analyzed for the potential roles of alternative polyadenylation (APA) in the EMT process. A trend of shorter 3'-UTRs (three prime untranslated region) is discovered in the mesenchymal samples. The identification of EMT-related APA events highlights the proximal poly(A) selection of CARM1. It is a pathological biomarker of mesenchymal tumor and cancer metastasis through losing miRNA binding to upregulate the EMT inducer of CARM1 and releasing miRNAs to downregulate the EMT inhibitor of RBM47. The crucial role of this APA event in EMT also guides its effect on drug responses. The patients with shorter 3'-UTR of CARM1 are more benefit from chemotherapy drugs, especially cisplatin. A stratification of NSCLC patients based on this APA event is useful for chemotherapy design in future clinics.
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Affiliation(s)
- Sijia Wu
- School of Life Science and Technology, Xidian University, No. 2, South Taibai Road, Yanta district, Xi'an 710071, China
| | - Xinyu Qin
- School of Life Science and Technology, Xidian University, No. 2, South Taibai Road, Yanta district, Xi'an 710071, China
| | - Liyu Huang
- School of Life Science and Technology, Xidian University, No. 2, South Taibai Road, Yanta district, Xi'an 710071, China
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Mei C, Wang T, Xu B, Wu S, Zhang X, Lv Y, Zhang Y, Liu Z, Gong W. Association of CCND1 rs9344 polymorphism with lung cancer susceptibility and clinical outcomes: a case-control study. BMC Pulm Med 2024; 24:167. [PMID: 38589850 PMCID: PMC11000398 DOI: 10.1186/s12890-024-02983-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 03/26/2024] [Indexed: 04/10/2024] Open
Abstract
BACKGROUND Cyclin D1 (CCND1) plays a pivotal role in cancer susceptibility and the platinum-based chemotherapy response. This study aims to assess the relationship between a common polymorphism (rs9344 G > A) in CCND1 gene with cancer susceptibility, platinum-based chemotherapy response, toxicities and prognosis of patients with lung cancer. METHODS This study involved 498 lung cancer patients and 213 healthy controls. Among them, 467 patients received at least two cycles of platinum-based chemotherapy. Unconditional logistical regression analysis and meta-analysis were performed to evaluate the associations. RESULTS The lung adenocarcinoma risk was significantly higher in patients with AA than GG + GA genotype (adjusted OR = 1.755, 95%CI = 1.057-2.912, P = 0.030). CCND1 rs9344 was significantly correlated with platinum-based therapy response in patients receiving PP regimen (additive model: adjusted OR = 1.926, 95%CI = 1.029-3.605, P = 0.040; recessive model: adjusted OR = 11.340, 95%CI = 1.428-90.100, P = 0.022) and in the ADC subgroups (recessive model: adjusted OR = 3.345, 95%CI = 1.276-8.765, P = 0.014). Furthermore, an increased risk of overall toxicity was found in NSCLC patients (additive model: adjusted OR = 1.395, 95%CI = 1.025-1.897, P = 0.034; recessive model: adjusted OR = 1.852, 95%CI = 1.088-3.152, P = 0.023), especially ADC subgroups (additive model: adjusted OR = 1.547, 95%CI = 1.015-2.359, P = 0.043; recessive model: adjusted OR = 2.030, 95%CI = 1.017-4.052, P = 0.045). Additionally, CCND1 rs9344 was associated with an increased risk of gastrointestinal toxicity in non-smokers (recessive model: adjusted OR = 2.620, 95%CI = 1.083-6.336, P = 0.035). Non-significant differences were observed in the 5-year overall survival rate between CCND1 rs9344 genotypes. A meta-analysis of 5432 cases and 6452 control samples did not find a significant association between lung cancer risk and CCND1 rs9344 polymorphism. CONCLUSION This study suggests that in the Chinese population, CCND1 rs9344 could potentially serve as a candidate biomarker for cancer susceptibility and treatment outcomes in specific subgroups of patients.
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Affiliation(s)
- Chao Mei
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Tian Wang
- Department of General medicine, Huangshi Central Hospital, The Affifiliated Hospital of Hubei Polytechnic University, Huangshi, China
| | - Baoli Xu
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Sanlan Wu
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xuelin Zhang
- People's Hospital Of Chong Qing Liang Jiang New Area, Chongqing, China
| | - Yongning Lv
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yu Zhang
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhaoqian Liu
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, China
| | - Weijing Gong
- Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
- Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan, China.
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Deng Y, Huang C, Shi Y, Lu J, Zheng X, Zhu W, Cai Y, Liu W, Chen X. CGE24-093: Epigenetic Analysis on RUNX3 Mislocalization and Its Association With Tumor Microenvironment Alteration in Non-Small Cell Lung Cancer. J Natl Compr Canc Netw 2024; 22:CGE24-093. [PMID: 38579832 DOI: 10.6004/jnccn.2023.7240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024]
Affiliation(s)
- Yujie Deng
- 1First Affiliated Hospital of Fujian Medical University, Fujian Province, PR China
| | | | - Yi Shi
- 2Fujian Cancer Hospital, Fujian Province, PR China
| | - Jianping Lu
- 2Fujian Cancer Hospital, Fujian Province, PR China
| | | | - Weifeng Zhu
- 2Fujian Cancer Hospital, Fujian Province, PR China
| | - Yibin Cai
- 2Fujian Cancer Hospital, Fujian Province, PR China
| | - Weibin Liu
- 2Fujian Cancer Hospital, Fujian Province, PR China
| | - Xiaohui Chen
- 1First Affiliated Hospital of Fujian Medical University, Fujian Province, PR China
- 2Fujian Cancer Hospital, Fujian Province, PR China
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Boldig C, Boldig K, Mokhtari S, Etame A. CLO24-085: Precision Medicine Drivers in Non-Small Cell Lung Cancer Brain Metastases. J Natl Compr Canc Netw 2024; 22:CLO24-085. [PMID: 38579794 DOI: 10.6004/jnccn.2023.7232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024]
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Sharp J, Jones D, Rotow J, Fidias P, Bertino E, Owen D. CRE24-044: Response to Dabrafenib and Trametinib in a Patient With an Uncommon Activating BRAF Mutation: A First in Metastatic Non-Small Cell Lung Cancer. J Natl Compr Canc Netw 2024; 22:CRE24-044. [PMID: 38580245 DOI: 10.6004/jnccn.2023.7312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024]
Affiliation(s)
- John Sharp
- 1The Ohio State University James Cancer Hospital and Solove Research Institute, Columbus, OH
| | - Daniel Jones
- 1The Ohio State University James Cancer Hospital and Solove Research Institute, Columbus, OH
| | | | - Panos Fidias
- 3Massachusetts General Cancer Center at Exeter Hospital, Exeter, NH
| | - Erin Bertino
- 4Columbus Oncology and Hematology Associates, Columbus, OH
| | - Dwight Owen
- 1The Ohio State University James Cancer Hospital and Solove Research Institute, Columbus, OH
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Ouyang K, Xie D, Liao H, He Y, Xiong H. Circ_0001786 facilitates gefitinib resistance and malignant progression in non-small cell lung cancer via miR-34b-5p/SRSF1. J Cardiothorac Surg 2024; 19:178. [PMID: 38581057 PMCID: PMC10996225 DOI: 10.1186/s13019-024-02651-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Accepted: 03/19/2024] [Indexed: 04/07/2024] Open
Abstract
BACKGROUND Non-small cell lung cancer (NSCLC) is a widespread cancer and gefitinib is a primary therapy for NSCLC patients. Nevertheless, the underlying mechanisms for the progression of acquired drug resistance have not been clarified. The aim of this study was to investigate the role of circular RNA (circ_0001786) in gefitinib-resistant NSCLC. METHODS Firstly, the expression of circ_0001786, miR-34b-5p and SRSF1 were assayed using qRT-PCR. Subsequently, CCK-8 test was utilized to measure the semi-inhibitory concentration (IC50) of cellular gefitinib. Apoptosis was identified by flow cytometry. At last, dual luciferase assay was applied to prove the binding association between miR-34b-5p, circ_0001786 or SRSF1. RESULTS Our research disclosed that circ_0001786 was heightened in gefitinib-resistant NSCLC cells and tissues. Knockdown of circ_0001786 restrained IC50 values of gefitinib, attenuated the clonogenic ability and facilitated apoptosis in HCC827-GR and PC9-GR. In addition, circ_0001786 was a molecular sponge for miR-34b-5p. Silencing miR-34b-5p rescued the inhibitory impact of circ_0001786 knockdown on IC50 and cell cloning ability. Moreover, miR-34b-5p directly targeted SRSF1. Importantly, circ_0001786 enhanced gefitinib tolerance and malignant development in NSCLC through miR-34b-5p/SRSF1 pathway. CONCLUSION This research revealed a novel mechanism by which circ_0001786 enhanced NSCLC resistance to gefitinib by sponging miR-34b-5p and upregulating SRSF1. circ_0001786 was a potential target for improving the treatment of gefitinib-resistant NSCLC patients.
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Affiliation(s)
- Kaobin Ouyang
- Department of Medical Oncology, Huizhou Municipal Central Hospital of Guangdong Province, NO.41 North Eling Road, Huizhou, 516000, Guangdong Province, China
| | - Dan Xie
- Department of Medical Oncology, Huizhou Municipal Central Hospital of Guangdong Province, NO.41 North Eling Road, Huizhou, 516000, Guangdong Province, China
| | - Haojie Liao
- Department of Medical Oncology, Huizhou Municipal Central Hospital of Guangdong Province, NO.41 North Eling Road, Huizhou, 516000, Guangdong Province, China
| | - Ying He
- Department of Medical Oncology, Huizhou Municipal Central Hospital of Guangdong Province, NO.41 North Eling Road, Huizhou, 516000, Guangdong Province, China
| | - Hailing Xiong
- Department of Medical Oncology, Huizhou Municipal Central Hospital of Guangdong Province, NO.41 North Eling Road, Huizhou, 516000, Guangdong Province, China.
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Hulo P, Deshayes S, Fresquet J, Chéné AL, Blandin S, Boisgerault N, Fonteneau JF, Treps L, Denis MG, Bennouna J, Fradin D, Pons-Tostivint E, Blanquart C. Use of non-small cell lung cancer multicellular tumor spheroids to study the impact of chemotherapy. Respir Res 2024; 25:156. [PMID: 38581044 PMCID: PMC10998296 DOI: 10.1186/s12931-024-02791-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 03/25/2024] [Indexed: 04/07/2024] Open
Abstract
BACKGROUND Lung cancers represent the main cause of cancer related-death worldwide. Recently, immunotherapy alone or in combination with chemotherapy has deeply impacted the therapeutic care leading to an improved overall survival. However, relapse will finally occur, with no efficient second line treatment so far. New therapies development based on the comprehension of resistance mechanisms is necessary. However, the difficulties to obtain tumor samples before and after first line treatment hamper to clearly understand the consequence of these molecules on tumor cells and also to identify adapted second line therapies. METHODS To overcome this difficulty, we developed multicellular tumor spheroids (MCTS) using characterized Non-Small Cell Lung Cancer (NSCLC) cell lines, monocytes from healthy donors and fibroblasts. MCTS were treated with carboplatin-paclitaxel or -gemcitabine combinations according to clinical administration schedules. The treatments impact was studied using cell viability assay, histological analyses, 3'RNA sequencing, real-time PCR, flow cytometry and confocal microscopy. RESULTS We showed that treatments induced a decrease in cell viability and strong modifications in the transcriptomic profile notably at the level of pathways involved in DNA damage repair and cell cycle. Interestingly, we also observed a modification of genes expression considered as hallmarks of response to immune check point inhibitors and immunogenicity, particularly an increase in CD274 gene expression, coding for PD-L1. This result was validated at the protein level and shown to be restricted to tumor cells on MCTS containing fibroblasts and macrophages. This increase was also observed in an additional cell line, expressing low basal CD274 level. CONCLUSIONS This study shows that MCTS are interesting models to study the impact of first line therapies using conditions close to clinical practice and also to identify more adapted second line or concomitant therapies for lung cancer treatment.
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Affiliation(s)
- Pauline Hulo
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, Nantes, CRCI2NA, F- 44000, France
- Medical oncology, Nantes Université, CHU Nantes, Nantes, F-44000, France
| | - Sophie Deshayes
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, Nantes, CRCI2NA, F- 44000, France
| | - Judith Fresquet
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, Nantes, CRCI2NA, F- 44000, France
| | - Anne-Laure Chéné
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, Nantes, CRCI2NA, F- 44000, France
- Service de pneumologie, L'institut du thorax, Hôpital Guillaume et René Laennec, CHU Nantes, Nantes, France
| | - Stéphanie Blandin
- Nantes Université, CHU Nantes, CNRS, Inserm, BioCore, US16, SFR Bonamy, Nantes, F-44000, France
| | - Nicolas Boisgerault
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, Nantes, CRCI2NA, F- 44000, France
| | - Jean-François Fonteneau
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, Nantes, CRCI2NA, F- 44000, France
| | - Lucas Treps
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, Nantes, CRCI2NA, F- 44000, France
| | - Marc G Denis
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, Nantes, CRCI2NA, F- 44000, France
- Department of Biochemistry, Nantes Université, CHU Nantes, Nantes, F-44000, France
| | - Jaafar Bennouna
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, Nantes, CRCI2NA, F- 44000, France
- Medical oncology, Nantes Université, CHU Nantes, Nantes, F-44000, France
| | - Delphine Fradin
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, Nantes, CRCI2NA, F- 44000, France
| | - Elvire Pons-Tostivint
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, Nantes, CRCI2NA, F- 44000, France.
- Medical oncology, Nantes Université, CHU Nantes, Nantes, F-44000, France.
| | - Christophe Blanquart
- Nantes Université, Inserm UMR 1307, CNRS UMR 6075, Université d'Angers, Nantes, CRCI2NA, F- 44000, France.
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Marrett E, Gupta S, Modi K, Li S, Rowen J, Kwong J. HSR24-124: Determinants of Quality of Life and Optimism in Patients With EGFR Mutated Advanced Non-Small Cell Lung Cancer. J Natl Compr Canc Netw 2024; 22:HSR24-124. [PMID: 38579799 DOI: 10.6004/jnccn.2023.7261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024]
Affiliation(s)
| | - Shaloo Gupta
- 2Cerner Enviza, an Oracle Company, North Kansas City, MO
| | - Kushal Modi
- 2Cerner Enviza, an Oracle Company, North Kansas City, MO
| | | | - Jillian Rowen
- 2Cerner Enviza, an Oracle Company, North Kansas City, MO
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Mori S, Izumi H, Araki M, Liu J, Tanaka Y, Kagawa Y, Sagae Y, Ma B, Isaka Y, Sasakura Y, Kumagai S, Sakae Y, Tanaka K, Shibata Y, Udagawa H, Matsumoto S, Yoh K, Okuno Y, Goto K, Kobayashi SS. LTK mutations responsible for resistance to lorlatinib in non-small cell lung cancer harboring CLIP1-LTK fusion. Commun Biol 2024; 7:412. [PMID: 38575808 PMCID: PMC10995188 DOI: 10.1038/s42003-024-06116-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 03/27/2024] [Indexed: 04/06/2024] Open
Abstract
The CLIP1-LTK fusion was recently discovered as a novel oncogenic driver in non-small cell lung cancer (NSCLC). Lorlatinib, a third-generation ALK inhibitor, exhibited a dramatic clinical response in a NSCLC patient harboring CLIP1-LTK fusion. However, it is expected that acquired resistance will inevitably develop, particularly by LTK mutations, as observed in NSCLC induced by oncogenic tyrosine kinases treated with corresponding tyrosine kinase inhibitors (TKIs). In this study, we evaluate eight LTK mutations corresponding to ALK mutations that lead to on-target resistance to lorlatinib. All LTK mutations show resistance to lorlatinib with the L650F mutation being the highest. In vitro and in vivo analyses demonstrate that gilteritinib can overcome the L650F-mediated resistance to lorlatinib. In silico analysis suggests that introduction of the L650F mutation may attenuate lorlatinib-LTK binding. Our study provides preclinical evaluations of potential on-target resistance mutations to lorlatinib, and a novel strategy to overcome the resistance.
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Affiliation(s)
- Shunta Mori
- Department of Thoracic Oncology, National Cancer Center Hospital East, Kashiwa, 277-8577, Japan
| | - Hiroki Izumi
- Department of Thoracic Oncology, National Cancer Center Hospital East, Kashiwa, 277-8577, Japan
| | - Mitsugu Araki
- Graduate School of Medicine, Kyoto University, Shogoin-Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Jie Liu
- Division of Translational Genomics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, 277-8577, Japan
| | - Yu Tanaka
- Department of Thoracic Oncology, National Cancer Center Hospital East, Kashiwa, 277-8577, Japan
| | - Yosuke Kagawa
- Department of Thoracic Oncology, National Cancer Center Hospital East, Kashiwa, 277-8577, Japan
| | - Yukari Sagae
- Graduate School of Medicine, Kyoto University, Shogoin-Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Biao Ma
- RIKEN Center for Computational Science, Kobe, Hyogo, 650-0047, Japan
| | - Yuta Isaka
- RIKEN Center for Computational Science, Kobe, Hyogo, 650-0047, Japan
| | - Yoko Sasakura
- RIKEN Center for Computational Science, Kobe, Hyogo, 650-0047, Japan
| | - Shogo Kumagai
- Division of Cancer Immunology, Research Institute/Exploratory Oncology Research & Clinical Trial Center, National Cancer Center, Kashiwa, 277-8577, Japan
| | - Yuta Sakae
- Division of Translational Genomics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, 277-8577, Japan
| | - Kosuke Tanaka
- Division of Translational Genomics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, 277-8577, Japan
| | - Yuji Shibata
- Department of Thoracic Oncology, National Cancer Center Hospital East, Kashiwa, 277-8577, Japan
| | - Hibiki Udagawa
- Department of Thoracic Oncology, National Cancer Center Hospital East, Kashiwa, 277-8577, Japan
| | - Shingo Matsumoto
- Department of Thoracic Oncology, National Cancer Center Hospital East, Kashiwa, 277-8577, Japan
| | - Kiyotaka Yoh
- Department of Thoracic Oncology, National Cancer Center Hospital East, Kashiwa, 277-8577, Japan
| | - Yasushi Okuno
- Graduate School of Medicine, Kyoto University, Shogoin-Kawaharacho, Sakyo-ku, Kyoto, 606-8507, Japan
| | - Koichi Goto
- Department of Thoracic Oncology, National Cancer Center Hospital East, Kashiwa, 277-8577, Japan
| | - Susumu S Kobayashi
- Division of Translational Genomics, Exploratory Oncology Research and Clinical Trial Center, National Cancer Center, Kashiwa, 277-8577, Japan.
- Department of Integrated Biosciences, Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, 277-8561, Japan.
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, 02215, USA.
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Xia S, Duan W, Xu M, Li M, Tang M, Wei S, Lin M, Li E, Liu W, Wang Q. Mesothelin promotes brain metastasis of non-small cell lung cancer by activating MET. J Exp Clin Cancer Res 2024; 43:103. [PMID: 38570866 PMCID: PMC10988939 DOI: 10.1186/s13046-024-03015-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 03/18/2024] [Indexed: 04/05/2024] Open
Abstract
BACKGROUND Brain metastasis (BM) is common among cases of advanced non-small cell lung cancer (NSCLC) and is the leading cause of death for these patients. Mesothelin (MSLN), a tumor-associated antigen expressed in many solid tumors, has been reported to be involved in the progression of multiple tumors. However, its potential involvement in BM of NSCLC and the underlying mechanism remain unknown. METHODS The expression of MSLN was validated in clinical tissue and serum samples using immunohistochemistry and enzyme-linked immunosorbent assay. The ability of NSCLC cells to penetrate the blood-brain barrier (BBB) was examined using an in vitro Transwell model and an ex vivo multi-organ microfluidic bionic chip. Immunofluorescence staining and western blotting were used to detect the disruption of tight junctions. In vivo BBB leakiness assay was performed to assess the barrier integrity. MET expression and activation was detected by western blotting. The therapeutic efficacy of drugs targeting MSLN (anetumab) and MET (crizotinib/capmatinib) on BM was evaluated in animal studies. RESULTS MSLN expression was significantly elevated in both serum and tumor tissue samples from NSCLC patients with BM and correlated with a poor clinical prognosis. MSLN significantly enhanced the brain metastatic abilities of NSCLC cells, especially BBB extravasation. Mechanistically, MSLN facilitated the expression and activation of MET through the c-Jun N-terminal kinase (JNK) signaling pathway, which allowed tumor cells to disrupt tight junctions and the integrity of the BBB and thereby penetrate the barrier. Drugs targeting MSLN (anetumab) and MET (crizotinib/capmatinib) effectively blocked the development of BM and prolonged the survival of mice. CONCLUSIONS Our results demonstrate that MSLN plays a critical role in BM of NSCLC by modulating the JNK/MET signaling network and thus, provides a potential novel therapeutic target for preventing BM in NSCLC patients.
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Affiliation(s)
- Shengkai Xia
- Department of Respiratory Medicine, The Second Hospital, Dalian Medical University, Dalian, China
| | - Wenzhe Duan
- Department of Respiratory Medicine, The Second Hospital, Dalian Medical University, Dalian, China
| | - Mingxin Xu
- Department of Respiratory Medicine, The Second Hospital, Dalian Medical University, Dalian, China
| | - Mengqi Li
- Department of Respiratory Medicine, The Second Hospital, Dalian Medical University, Dalian, China
| | - Mengyi Tang
- Department of Respiratory Medicine, The Second Hospital, Dalian Medical University, Dalian, China
| | - Song Wei
- Department of Oncology, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Manqing Lin
- Department of Respiratory Medicine, The Second Hospital, Dalian Medical University, Dalian, China
| | - Encheng Li
- Department of Respiratory Medicine, The Second Hospital, Dalian Medical University, Dalian, China.
| | - Wenwen Liu
- Department of Respiratory Medicine, The Second Hospital, Dalian Medical University, Dalian, China.
- Department of Scientific Research Center, The Second Hospital, Dalian Medical University, Dalian, China.
| | - Qi Wang
- Department of Respiratory Medicine, The Second Hospital, Dalian Medical University, Dalian, China.
- Department of Scientific Research Center, The Second Hospital, Dalian Medical University, Dalian, China.
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Zhao X, Zhang X, Chen H, Bao H, Wu X, Wang H, Bao H, Pang J, Wang S, Wang J. Mechanisms of Resistance to Tyrosine Kinase Inhibitors in ROS1 Fusion-Positive Nonsmall Cell Lung Cancer. Clin Chem 2024; 70:629-641. [PMID: 38416709 DOI: 10.1093/clinchem/hvae008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 12/18/2023] [Indexed: 03/01/2024]
Abstract
BACKGROUND ROS1 fusion-positive (ROS1+) nonsmall cell lung cancer (NSCLC) patients are highly sensitive to tyrosine kinase inhibitor (TKI) treatments. However, acquired TKI resistance remains the major hurdle preventing patients from experiencing prolonged benefits. METHODS 107 advanced or metastatic ROS1+ NSCLC patients who progressed on crizotinib and lorlatinib were recruited. Tissue and plasma samples were collected at baseline (N = 50), postcrizotinib (N = 91), and postlorlatinib (N = 21), which were all subject to the 139-gene targeted next-generation DNA sequencing. Molecular dynamics modeling was performed to investigate the effects of ROS1 mutations on binding to different TKIs. RESULTS In patients with postcrizotinib and postlorlatinib samples, an accumulation of on- and off-target resistance alterations after multiple TKI treatments was observed. ROS1 G2032R and MET amplification were the most common on-target and off-target alterations, respectively. Patients with CD74-ROS1 and SLC34A2-ROS1 had longer progression-free survival (PFS) (P < 0.001) and higher rates of resistance mutations (on-target, P = 0.001; off-target, P = 0.077) than other ROS1 fusion variants following crizotinib treatment. Ten distinct on-target resistance mutations were detected after TKI therapies, of which 4 were previously unreported (ROS1 L2010M, G1957A, D1988N, L1982V). Molecular dynamics simulations showed that all 4 mutations were refractory to crizotinib, while G1957A, D1988N, and L1982V were potentially sensitive to lorlatinib and entrectinib. CONCLUSIONS This study provided a comprehensive portrait of TKI-resistance mechanisms in ROS1+ NSCLC patients. Using in silico simulations of TKI activity, novel secondary mutations that may confer TKI resistance were identified and may support clinical therapeutic decision-making.
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Affiliation(s)
- Xinmin Zhao
- Department of Thoracic Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China
| | - Xin Zhang
- Department of Thoracic Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China
| | - Hanlin Chen
- Geneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing 211166, China
| | - Hairong Bao
- Geneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing 211166, China
| | - Xianghua Wu
- Department of Thoracic Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China
| | - Huijie Wang
- Department of Thoracic Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China
| | - Hua Bao
- Geneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing 211166, China
| | - Jiaohui Pang
- Geneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing 211166, China
| | - Sha Wang
- Geneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing 211166, China
| | - Jialei Wang
- Department of Thoracic Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Institute of Thoracic Oncology, Fudan University, Shanghai 200032, China
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Illini O, Saalfeld FC, Christopoulos P, Duruisseaux M, Vikström A, Peled N, Demedts I, Dudnik E, Eisert A, Hashemi SMS, Janzic U, Kian W, Mohorcic K, Mohammed S, Silvoniemi M, Rothschild SI, Schulz C, Wesseler C, Addeo A, Armster K, Itchins M, Ivanović M, Kauffmann-Guerrero D, Koivunen J, Kuon J, Pavlakis N, Piet B, Sebastian M, Velthaus-Rusik JL, Wannesson L, Wiesweg M, Wurm R, Albers-Leischner C, Aust DE, Janning M, Fabikan H, Herold S, Klimova A, Loges S, Sharapova Y, Schütz M, Weinlinger C, Valipour A, Overbeck TR, Griesinger F, Jakopovic M, Hochmair MJ, Wermke M. Mobocertinib in Patients with EGFR Exon 20 Insertion-Positive Non-Small Cell Lung Cancer (MOON): An International Real-World Safety and Efficacy Analysis. Int J Mol Sci 2024; 25:3992. [PMID: 38612799 PMCID: PMC11012872 DOI: 10.3390/ijms25073992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 03/28/2024] [Accepted: 03/29/2024] [Indexed: 04/14/2024] Open
Abstract
EGFR exon 20 (EGFR Ex20) insertion mutations in non-small cell lung cancer (NSCLC) are insensitive to traditional EGFR tyrosine kinase inhibitors (TKIs). Mobocertinib is the only approved TKI specifically designed to target EGFR Ex20. We performed an international, real-world safety and efficacy analysis on patients with EGFR Ex20-positive NSCLC enrolled in a mobocertinib early access program. We explored the mechanisms of resistance by analyzing postprogression biopsies, as well as cross-resistance to amivantamab. Data from 86 patients with a median age of 67 years and a median of two prior lines of treatment were analyzed. Treatment-related adverse events (TRAEs) occurred in 95% of patients. Grade ≥3 TRAEs were reported in 38% of patients and included diarrhea (22%) and rash (8%). In 17% of patients, therapy was permanently discontinued, and two patients died due to TRAEs. Women were seven times more likely to discontinue treatment than men. In the overall cohort, the objective response rate to mobocertinib was 34% (95% CI, 24-45). The response rate in treatment-naïve patients was 27% (95% CI, 8-58). The median progression-free and overall survival was 5 months (95% CI, 3.5-6.5) and 12 months (95% CI, 6.8-17.2), respectively. The intracranial response rate was limited (13%), and one-third of disease progression cases involved the brain. Mobocertinib also showed antitumor activity following EGFR Ex20-specific therapy and vice versa. Potential mechanisms of resistance to mobocertinib included amplifications in MET, PIK3CA, and NRAS. Mobocertinib demonstrated meaningful efficacy in a real-world setting but was associated with considerable gastrointestinal and cutaneous toxicity.
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Affiliation(s)
- Oliver Illini
- Department of Respiratory and Critical Care Medicine, Klinik Floridsdorf, Vienna Healthcare Group, Bruenner Straße 68, A-1210 Vienna, Austria (M.J.H.)
- Karl Landsteiner Institute of Lung Research and Pulmonary Oncology, A-1210 Vienna, Austria
| | - Felix Carl Saalfeld
- Clinic for Internal Medicine I, University Hospital Carl Gustav Carus, TU Dresden, 01307 Dresden, Germany; (F.C.S.); (M.W.)
- National Center for Tumor Diseases, 01307 Dresden, Germany
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
| | - Petros Christopoulos
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Thoraxklinik and Translational Lung Research Center (TLRC), member of the German Center for Lung Research (DZL), Heidelberg University Hospital, 69126 Heidelberg, Germany
| | - Michaël Duruisseaux
- Respiratory Department and Early Phase, Louis Pradel Hospital, Hospices Civils de Lyon Cancer Institute, 69002 Lyon, France
- Oncopharmacology Laboratory, Cancer Research Center of Lyon, Unité Mixte de Recherche (UMR), Institut National de la Santé et de la Recherche Médicale (INSERM), 1052 Centre National de la Recherche Scientifique (CNRS), 5286 Lyon, France
- Université Claude Bernard, Université de Lyon, 69622 Villeurbanne cedex, France
| | - Anders Vikström
- Department of Pulmonary Medicine, University Hospital Linköping, 58185 Linköping, Sweden
| | - Nir Peled
- The Hemsely Cancer Center, Shaare Zedek Medical Center, Jerusalem 9103102, Israel
| | - Ingel Demedts
- Department of Pulmonary Diseases, AZ Delta, Deltalaan 1, 8800 Roeselare, Belgium;
| | - Elizabeth Dudnik
- Head, Thoracic Oncology Service, Assuta Medical Centers, Tel-Aviv 6329302, Israel
- Faculty of Health Sciences, Ben-Gurion Unversity of the Negev, Be’er Sheva 84105, Israel
| | - Anna Eisert
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Lung Cancer Group Cologne, Department I for Internal Medicine and Center for Integrated Oncology Aachen Bonn Cologne Dusseldorf, Faculty of Medicine and University Hospital of Cologne, University of Cologne, 50937 Cologne, Germany
| | - Sayed M. S. Hashemi
- Department of Pulmonary Medicine, Amsterdam UMC, VU University Medical Center, Cancer Center Amsterdam, 1081 Amsterdam, The Netherlands
| | - Urska Janzic
- Medical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia; (U.J.)
- Medical Oncology Unit, University Clinic Golnik, 4204 Golnik, Slovenia
| | - Waleed Kian
- The Hemsely Cancer Center, Shaare Zedek Medical Center, Jerusalem 9103102, Israel
- Institute of Oncology, Assuta Ashdod University Hospital, Ashdod 7747629, Israel
| | - Katja Mohorcic
- Medical Faculty, University of Ljubljana, 1000 Ljubljana, Slovenia; (U.J.)
| | - Saara Mohammed
- Kent Oncology Centre, Maidstone and Tunbridge Wells NHS Trust, Kent TN24QJ, UK
| | - Maria Silvoniemi
- Department of Pulmonary Diseases, Turku University Hospital, University of Turku, 20014 Turku, Finland
| | - Sacha I. Rothschild
- Center for Oncology & Hematology and Comprehensive Cancer Center, Cantonal Hospital Baden, 5404 Baden, Switzerland
| | - Christian Schulz
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Department of Internal Medicine II, University Hospital, 93053 Regensburg, Germany
| | - Claas Wesseler
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Department of Pneumology, Asklepios Tumorzentrum Hamburg, Klinikum Harburg, 21075 Hamburg, Germany
| | - Alfredo Addeo
- Oncology Department, University Hospital Geneva, 1205 Geneva, Switzerland
| | - Karin Armster
- Department of Pneumology, Universitätsklinikum Krems, 3500 Krems an der Donau, Austria
| | - Malinda Itchins
- Department of Medical Oncology, Royal North Shore Hospital, St Leonards, NSW 2065, Australia
- Northern Clinical School, University of Sydney, St Leonards, NSW 2065, Australia
| | - Marija Ivanović
- Department of Oncology, University Medical Centre Maribor, 2000 Maribor, Slovenia
| | - Diego Kauffmann-Guerrero
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Division of Respiratory Medicine and Thoracic Oncology, Department of Medicine V, Thoracic Oncology Center Munich, University Hospital, University of Munich (LMU), 81377 Munich, Germany
| | - Jussi Koivunen
- Department of Oncology and Radiotherapy, Oulu University Hospital, 90014 Oulu, Finland
- Cancer and Translational Medicine Research Unit, University of Oulu, 90014 Oulu, Finland
- Medical Research Center Oulu, 90014 Oulu, Finland
| | - Jonas Kuon
- Department Thoracic Oncology, SLK Fachklinik Löwenstein, 74245 Löwenstein, Germany
| | - Nick Pavlakis
- Department of Medical Oncology, Royal North Shore Hospital, St Leonards, NSW 2065, Australia
- Northern Clinical School, University of Sydney, St Leonards, NSW 2065, Australia
| | - Berber Piet
- Department of Respiratory Medicine, Radboudumc, 6225 GA Nijmegen, The Netherlands
| | - Martin Sebastian
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Department of Medicine, Hematology/Oncology, University Hospital, University of Frankfurt, 60596 Frankfurt am Main, Germany
| | - Janna-Lisa Velthaus-Rusik
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald Comprehensive Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
| | - Luciano Wannesson
- Istituto Oncologico della Svizzera Italiana, 6500 Bellinzona, Switzerland
| | - Marcel Wiesweg
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- West German Cancer Center, Department of Medical Oncology, University Duisburg-Essen, 45147 Essen, Germany
| | - Robert Wurm
- Division of Pulmonology, Department of Internal Medicine, LKH-Universitätsklinikum, Medical University of Graz, 8036 Graz, Austria
| | - Corinna Albers-Leischner
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Department of Oncology, Hematology and Bone Marrow Transplantation with Section Pneumology, Hubertus Wald Comprehensive Cancer Center Hamburg, University Medical Center Hamburg-Eppendorf, 20251 Hamburg, Germany
| | - Daniela E. Aust
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Department for Pathology, University Hospital Carl Gustav Carus, TU Dresden, 01307 Dresden, Germany
| | - Melanie Janning
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, 68167 Mannheim, Germany
- Department of Personalized Oncology, University Hospital Mannheim, Heidelberg University, 68167 Mannheim, Germany
- Division of Personalized Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- German Center for Lung Research (DZL), 69120 Heidelberg, Germany
| | - Hannah Fabikan
- Karl Landsteiner Institute of Lung Research and Pulmonary Oncology, A-1210 Vienna, Austria
| | - Sylvia Herold
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Department for Pathology, University Hospital Carl Gustav Carus, TU Dresden, 01307 Dresden, Germany
| | - Anna Klimova
- Core Unit for Data Management and Analytics, National Center for Tumor Diseases, 01307 Dresden, Germany
| | - Sonja Loges
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, 68167 Mannheim, Germany
- Department of Personalized Oncology, University Hospital Mannheim, Heidelberg University, 68167 Mannheim, Germany
- Division of Personalized Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- German Center for Lung Research (DZL), 69120 Heidelberg, Germany
| | - Yana Sharapova
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- DKFZ-Hector Cancer Institute at the University Medical Center Mannheim, 68167 Mannheim, Germany
- Department of Personalized Oncology, University Hospital Mannheim, Heidelberg University, 68167 Mannheim, Germany
- Division of Personalized Medical Oncology, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
- German Center for Lung Research (DZL), 69120 Heidelberg, Germany
| | - Maret Schütz
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Department for Pathology, University Hospital Carl Gustav Carus, TU Dresden, 01307 Dresden, Germany
| | - Christoph Weinlinger
- Karl Landsteiner Institute of Lung Research and Pulmonary Oncology, A-1210 Vienna, Austria
| | - Arschang Valipour
- Department of Respiratory and Critical Care Medicine, Klinik Floridsdorf, Vienna Healthcare Group, Bruenner Straße 68, A-1210 Vienna, Austria (M.J.H.)
- Karl Landsteiner Institute of Lung Research and Pulmonary Oncology, A-1210 Vienna, Austria
| | - Tobias Raphael Overbeck
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Department of Hematology and Medical Oncology, University Medical Center Göttingen, Göttingen University, 37075 Göttingen, Germany
| | - Frank Griesinger
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
- Department of Hematology and Oncology, Pius University Hospital, University Medicine Oldenburg, 26121 Oldenburg, Germany
| | - Marko Jakopovic
- Department for Respiratory Diseases Jordanovac, University Hospital Center Zagreb, 10000 Zagreb, Croatia
- School of Medicine, University of Zagreb, 10000 Zagreb, Croatia
| | - Maximilian J. Hochmair
- Department of Respiratory and Critical Care Medicine, Klinik Floridsdorf, Vienna Healthcare Group, Bruenner Straße 68, A-1210 Vienna, Austria (M.J.H.)
- Karl Landsteiner Institute of Lung Research and Pulmonary Oncology, A-1210 Vienna, Austria
| | - Martin Wermke
- Clinic for Internal Medicine I, University Hospital Carl Gustav Carus, TU Dresden, 01307 Dresden, Germany; (F.C.S.); (M.W.)
- National Center for Tumor Diseases, 01307 Dresden, Germany
- National Network Genomic Medicine Lung Cancer (nNGM), 50937 Cologne, Germany
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Lv M, Li X, Yin Z, Yang H, Zhou B. Comprehensive analysis and validation reveal DEPDC1 as a potential diagnostic biomarker associated with tumor immunity in non-small-cell lung cancer. PLoS One 2024; 19:e0294227. [PMID: 38564630 PMCID: PMC10986975 DOI: 10.1371/journal.pone.0294227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 10/20/2023] [Indexed: 04/04/2024] Open
Abstract
Current evidence suggests that DEP domain containing 1 (DEPDC1) has an important effect on non-small-cell lung cancer (NSCLC). However, the diagnostic value and the regulatory function within NSCLC are largely unclear. This work utilized publicly available databases and in vitro experiments for exploring, DEPDC1 expression, clinical features, diagnostic significance and latent molecular mechanism within NSCLC. According to our results, DEPDC1 was remarkably upregulated in the tissues of NSCLC patients compared with non-carcinoma tissues, linked with gender, stage, T classification and N classification based on TCGA data and associated with smoking status and stage according to GEO datasets. Meanwhile, the summary receiver operating characteristic (sROC) curve analysis result showed that DEPDC1 had a high diagnostic value in NSCLC (AUC = 0.96, 95% CI: 0.94-0.98; diagnostic odds ratio = 99.08, 95%CI: 31.91-307.65; sensitivity = 0.89, 95%CI: 0.81-0.94; specificity = 0.92, 95%CI: 0.86-0.96; positive predictive value = 0.94, 95%CI: 0.89-0.98; negative predictive value = 0.78, 95%CI: 0.67-0.90; positive likelihood ratio = 11.77, 95%CI: 6.11-22.68; and negative likelihood ratio = 0.12, 95%CI: 0.06-0.22). Subsequently, quantitative real-time PCR (qRT-PCR) and western blotting indicated that DEPDC1 was high expressed in NSCLC cells. According to the in vitro MTS and apoptotic assays, downregulated DEPDC1 expression targeting P53 signaling pathway inhibited the proliferation of NSCLC cells while promoting apoptosis of NSCLC cells. Moreover, DEPDC1 was significantly correlated with immune cell infiltrating levels in NSCLC based on TCGA data, which were primarily associated with T cells CD4 memory activated, macrophages M1, B cells memory, mast cells resting, T cells regulatory, monocytes, and T cells CD4 memory resting. Compared with the group with high expression of DEPDC1, the group with low expression level had higher scores for immune checkpoint inhibitors (ICIs) treatment. GSEA confirmed that DEPDC1 was involved in gene expression and tumor-related signaling pathways. Finally, DEPDC1 and its associated immune-related genes were shown to be enriched in 'receptor ligand activity', 'external side of plasma membrane', 'regulation of innate immune response', and 'Epstein-Barr virus infection' pathways. The present study demonstrates that DEPDC1 may contribute to NSCLC tumorigenesis and can be applied as the biomarker for diagnosis and immunology.
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Affiliation(s)
- Meiwen Lv
- Department of Clinical Epidemiology, The First Hospital of China Medical University, Heping District, Shenyang, China
| | - Xuelian Li
- Department of Epidemiology, School of Public Health of China Medical University, Shenyang, China
| | - Zhihua Yin
- Department of Epidemiology, School of Public Health of China Medical University, Shenyang, China
| | - He Yang
- Department of Clinical Epidemiology, The First Hospital of China Medical University, Heping District, Shenyang, China
| | - Baosen Zhou
- Department of Clinical Epidemiology, The First Hospital of China Medical University, Heping District, Shenyang, China
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Gan T, An W, Long Y, Wang J, Zhang H, Liao M. Correlation between carcinoembryonic antigen (CEA) expression and EGFR mutations in non-small-cell lung cancer: a meta-analysis. Clin Transl Oncol 2024; 26:991-1000. [PMID: 38030870 DOI: 10.1007/s12094-023-03339-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 10/18/2023] [Indexed: 12/01/2023]
Abstract
OBJECTIVES The purpose of this meta-analysis was to investigate the relationship between serum carcinoembryonic antigen (CEA) expression and epidermal growth factor receptor (EGFR) mutation status in non-small cell lung cancer (NSCLC). METHODS Databases such as PubMed, Cochrane, EMBASE and Google Scholar were systematically searched to identify studies assessing the association of serum CEA expression with EGFR mutations. Across 19 studies, 4168 patients were included between CEA expression and EGFR mutations odds ratio (OR) conjoint analysis of correlations. RESULTS Compared with CEA-negative NSCLC, CEA-positive tumors had an increased EGFR mutation rate (OR = 1.85, 95% confidence interval: 1.48-2.32, P < 0.00001). This association was observed in both stage IIIB/IV patients (OR = 1.60, 95% CI: 1.18-2.15, P = 0.002) and stage I-IIIA (OR = 1.67, 95% CI: 1.01-2.77, P = 0.05) patients. In addition, CEA expression was associated with exon 19 (OR = 1.97, 95% CI: 1.25-3.11, P = 0.003) and exon 21 (OR = 1.51, 95% CI: 1.07-2.12, P = 0.02) EGFR mutations. In ADC pathological type had also showed the correlation (OR = 1.84, 95% CI: 1.31-2.57, P = 0.0004). CONCLUSIONS This meta-analysis indicated that serum CEA expression was associated with EGFR mutations in NSCLC patients. The results of this study suggest that CEA level may play a predictive role in the EGFR mutation status of NSCLC patients. Detecting serum CEA expression levels can give a good suggestion to those patients who are confused about whether to undergo EGFR mutation tests. Moreover, it may help better plan of the follow-up treatment.
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Affiliation(s)
- Tian Gan
- Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan, 430071, Hubei Province, China
| | - Wenting An
- Mianyang Central Hospital, Mianyang, China
| | - Yun Long
- Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan, 430071, Hubei Province, China
| | - Jingting Wang
- Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan, 430071, Hubei Province, China
| | - Hanfei Zhang
- Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan, 430071, Hubei Province, China.
| | - Meiyan Liao
- Department of Radiology, Zhongnan Hospital of Wuhan University, No.169 Donghu Road, Wuchang District, Wuhan, 430071, Hubei Province, China.
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Li W, Fei K, Guo L, Wang Y, Shu C, Wang J, Ying J. CD74/SLC34A2-ROS1 Fusion Variants Involving the Transmembrane Region Predict Poor Response to Crizotinib in NSCLC Independent of TP53 Mutations. J Thorac Oncol 2024; 19:613-625. [PMID: 38070598 DOI: 10.1016/j.jtho.2023.12.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 11/30/2023] [Accepted: 12/03/2023] [Indexed: 12/31/2023]
Abstract
INTRODUCTION Variable partners and breakpoints have been reported in patients with ROS1-rearranged NSCLC. Here, we investigated the association of fusion partners and breakpoints with crizotinib efficacy in NSCLCs with common ROS1 fusions. METHODS DNA and RNA next-generation sequencing (NGS) and immunohistochemistry were performed to characterize ROS1 fusions. RESULTS Using DNA NGS, we identified ROS1 fusions in 210 cases, comprising 171 common (CD74/EZR/TPM3/SDC4/SLC34A2-ROS1) and 39 uncommon (variants identified in <5%) ROS1 fusion cases. DNA NGS detected variable ROS1 genomic breakpoints in common ROS1 fusions, whereas RNA NGS found ROS1 breakpoints mainly occurring in exons 32, 34 and 35, resulting in long (exon 32) and short (exon 34 or 35) ROS1 fusions. ROS1 immunohistochemistry revealed that membranous and cytoplasmic staining was predominant in long ROS1 fusions, whereas cytoplasmic staining was predominant in short ROS1 fusions (p = 0.006). For patients who received first-line crizotinib, median progression-free survival (mPFS) was lower in patients with long ROS1 fusions than those with short ROS1 fusions (8.0 versus 24.0 mo, p = 0.006). Moreover, mPFS for patients with and without TP53 mutations was 8.0 and 19.0 months, respectively (p = 0.159); mPFS for patients with and without BIM deletion polymorphism was 5.0 and 22.0 months, respectively (p = 0.003). When analyzing together with fusion partners, patients with long CD74/SLC34A2-ROS1 fusions were found to have shorter PFS than those with other ROS1, regardless of the presence or absence of TP53 mutations (p < 0.001 and p = 0.002, respectively). CONCLUSIONS Long CD74/SLC34A2-ROS1 fusions, which retain transmembrane regions in ROS1 and fusion partners, are associated with poor response to crizotinib independent of TP53 mutations.
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Affiliation(s)
- Weihua Li
- Department of Pathology, State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Kailun Fei
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Lei Guo
- Department of Pathology, State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Yulan Wang
- Beijing Novogene Bioinformatics Technology Co., Ltd., Beijing, People's Republic of China
| | - Chang Shu
- Beijing Novogene Bioinformatics Technology Co., Ltd., Beijing, People's Republic of China
| | - Jie Wang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Jianming Ying
- Department of Pathology, State Key Laboratory of Molecular Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China.
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Adeyemo OM, Ashimiyu‐Abdusalam Z, Adewunmi M, Ayano TA, Sohaib M, Abdel‐Salam R. Network-based identification of key proteins and repositioning of drugs for non-small cell lung cancer. Cancer Rep (Hoboken) 2024; 7:e2031. [PMID: 38600056 PMCID: PMC11006715 DOI: 10.1002/cnr2.2031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 02/02/2024] [Accepted: 02/21/2024] [Indexed: 04/12/2024] Open
Abstract
BACKGROUND NSCLC is a lethal cancer that is highly prevalent and accounts for 85% of cases of lung cancer. Conventional cancer treatments, such as chemotherapy and radiation, frequently exhibit limited efficacy and notable adverse reactions. Therefore, a drug repurposing method is proposed for effective NSCLC treatment. AIMS This study aims to evaluate candidate drugs that are effective for NSCLC at the clinical level using a systems biology and network analysis approach. METHODS Differentially expressed genes in transcriptomics data were identified using the systems biology and network analysis approaches. A network of gene co-expression was developed with the aim of detecting two modules of gene co-expression. Following that, the Drug-Gene Interaction Database was used to find possible drugs that target important genes within two gene co-expression modules linked to non-small cell lung cancer (NSCLC). The use of Cytoscape facilitated the creation of a drug-gene interaction network. Finally, gene set enrichment analysis was done to validate candidate drugs. RESULTS Unlike previous research on repositioning drugs for NSCLC, which uses a gene co-expression network, this project is the first to research both gene co-expression and co-occurrence networks. And the co-occurrence network also accounts for differentially expressed genes in cancer cells and their adjacent normal cells. For effective management of non-small cell lung cancer (NSCLC), drugs that show higher gene regulation and gene affinity within the drug-gene interaction network are thought to be important. According to the discourse, NSCLC genes have a lot of control over medicines like vincristine, fluorouracil, methotrexate, clotrimazole, etoposide, tamoxifen, sorafenib, doxorubicin, and pazopanib. CONCLUSION Hence, there is a possibility of repurposing these drugs for the treatment of non-small-cell lung cancer.
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Affiliation(s)
- Oluwatosin Maryam Adeyemo
- Department of BiochemistryFederal University of TechnologyAkureNigeria
- Cancer Research with AI (CaresAI)HobartAustralia
| | - Zainab Ashimiyu‐Abdusalam
- Cancer Research with AI (CaresAI)HobartAustralia
- Department of Biochemistry and NutritionNigeria Institute of Medical ResearchLagosNigeria
| | - Mary Adewunmi
- Cancer Research with AI (CaresAI)HobartAustralia
- College of Health and MedicineUniversity of TasmaniaHobartTasmaniaAustralia
| | - Temitope Ayanfunke Ayano
- Cancer Research with AI (CaresAI)HobartAustralia
- Department of MicrobiologyObafemi Awolowo UniversityIle‐IfeNigeria
| | | | - Reem Abdel‐Salam
- Cancer Research with AI (CaresAI)HobartAustralia
- Department of Computer Engineering, Faculty of EngineeringCairo UniversityCairoEgypt
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Olsen A, Lebedeva A, Nosova P, Nikulin V, Sharova M, Ignatova E, Mileyko V, Ivanov M. Impact of the STK11/KRAS co-mutation on the response to immunotherapy in a real-world pan-cancer cohort. Tumori 2024; 110:146-152. [PMID: 37817679 DOI: 10.1177/03008916231204441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/12/2023]
Abstract
INTRODUCTION Immune checkpoint inhibitors are highly effective in treating various cancers. We analyzed the significance of the KRAS/STK11 co-mutation in relation to the efficacy of immune checkpoint inhibitors in pan-cancer patient cohort. METHODS We analyzed data from open-access research: MSK-IMPACT (molecular profiling data from patients receiving systemic antitumor therapy) and MSK-TMB (molecular profiling data from patients receiving immune checkpoint inhibitors). In both studies, high throughput sequencing was used for molecular profiling. RESULTS A total of 10,336 patients receiving antitumor therapy (MSK-IMPACT study) and 1661 patients receiving immune checkpoint inhibitors (MSK-TMB study) were included in the analysis. Co-mutation STK11/KRAS was found in 156 (1.5%) and 46 (2.8%) patients in the two studies, respectively. Most patients with the STK11/KRAS co-mutation had non-small cell lung cancer (83% and 85% in the two studies, respectively). Among non-small cell lung cancer patients, the STK11 mutation was associated with a worse outcome for patients receiving systemic antitumor therapy, but not immune checkpoint inhibition therapy (HR for OS 1.90 [95% CI 1.36-2.65] and 1.44 [95% CI 0.88-2.37]). Co-mutation STK11/KRAS was also not associated with patient outcome in any of the studies (HR for OS 0.93 [95% CI 0.56-1.52] and 1.09 [95% CI 0.54-2.19]). High tumor mutational burden was associated with better outcome in the cohort of patients receiving immune checkpoint inhibitors. An analogous analysis among patients in the pan-cancer cohort (excluding patients with non-small cell lung cancer) showed STK11 mutations and high tumor mutational burden have a predictive role for the efficacy of immune checkpoint inhibitors, but not STK11/KRAS co-mutation. CONCLUSIONS Co-mutation STK11/KRAS is common among patients with non-small cell lung cancer and is not an independent predictive marker for the efficacy of immune checkpoint inhibitors. Further studies are required to clarify the role of STK11 mutations in immune checkpoint inhibitor treatment response.
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Affiliation(s)
| | | | - Polina Nosova
- Pirogov Russian National Research Medical University, Moscow, Russia
| | | | - Margarita Sharova
- OncoAtlas, LLC, Moscow, Russia
- Research and Counseling Department, Research Centre for Medical Genetics, Moscow, Russia
| | - Ekaterina Ignatova
- OncoAtlas, LLC, Moscow, Russia
- Department of Oncogenetics, Institute of Higher and Additional Professional Education, Research Centre for Medical Genetics, Moscow, Russia
| | | | - Maxim Ivanov
- OncoAtlas, LLC, Moscow, Russia
- Moscow Institute of Physics and Technology, Dolgoprudny, Moscow Region, Russia
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Baptiste Oudart J, Garinet S, Leger C, Barlesi F, Mazières J, Jeannin G, Audigier-Valette C, Morot-Sibilot D, Langlais A, Amour E, Mathiot N, Birsen G, Blons H, Wislez M. STK11/LKB1 alterations worsen the poor prognosis of KRAS mutated early-stage non-squamous non-small cell lung carcinoma, results based on the phase 2 IFCT TASTE trial. Lung Cancer 2024; 190:107508. [PMID: 38428265 DOI: 10.1016/j.lungcan.2024.107508] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 02/14/2024] [Accepted: 02/18/2024] [Indexed: 03/03/2024]
Abstract
BACKGROUND STK11/LKB1 mutations have been associated with primary resistance to PD-1 axis inhibitors and poor prognosis in advanced KRAS-mutant lung adenocarcinoma. This study aimed to assess the prognostic significance of STK11/LKB1 alterations in localized non-squamous non-small cell lung carcinoma (non-sq NSCLC). PATIENTS AND METHODS Surgical samples from patients undergoing complete resection for stage IIa, IIb, or IIIa (N2 excluded) non-sq NSCLC in the randomized adjuvant phase II trial (NCT00775385 IFCT-1801 TASTE trial) were examined. Patients received either standard chemotherapy (Pemetrexed Cisplatin) or personalized treatment based on EGFR mutation (Erlotinib) and ERCC1 expression. Tumor molecular profiles were analyzed using targeted NGS and correlated with overall survival (OS) and disease-free survival (DFS), adjusting for relevant clinical variables. Additionally, interactions between treatment groups and molecular alterations on OS, PD-L1 expression, and tumor-circulating DNA in post-operative plasma samples were evaluated. RESULTS Among 134 patients (predominantly male smokers with adenocarcinoma), KRAS mutations were associated with shorter DFS (HR: 1.95, 95 % CI: 1.1-3.4, p = 0.02) and OS (HR: 2.32, 95 % CI: 1.2-4.6, p = 0.014). Isolated STK11/LKB1 mutations (n = 18) did not significantly impact DFS or OS. However, within KRAS-mutated samples (n = 53), patients with concurrent STK11/LKB1 mutations (n = 10) exhibited significantly shorter DFS (HR: 3.85, CI: 1.5-10.2, p = 0.006) and a trend towards shorter OS (HR: 1.80, CI: 0.6-5.3, p = 0.28). No associations were found between PD-L1 expression, other gene mutations, progression-free survival (PFS), or OS. CONCLUSION This analysis reinforces KRAS mutations as predictive factors for relapse and poor survival in localized non-sq NSCLC. Furthermore, the presence of concomitant STK11/LKB1 mutations exacerbated the prognosis within the KRAS-mutated subset. These findings emphasize the clinical relevance of these molecular markers and their potential impact on treatment strategies in non-sq NSCLC.
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Affiliation(s)
- Jean Baptiste Oudart
- Assistance publique-hôpitaux de Paris, European Georges Pompidou Hospital, Department of Biochemistry, Somatic Oncology and pharmacogenomics Unit, Paris Cancer Institute CARPEM, Paris, France
| | - Simon Garinet
- Assistance publique-hôpitaux de Paris, European Georges Pompidou Hospital, Department of Biochemistry, Somatic Oncology and pharmacogenomics Unit, Paris Cancer Institute CARPEM, Paris, France; Centre de Recherche des Cordeliers, INSERM, CNRS SNC 5096, Sorbonne Université, Université Paris Cité, Paris, France
| | - Caroline Leger
- Assistance publique-hôpitaux de Paris, European Georges Pompidou Hospital, Department of Biochemistry, Somatic Oncology and pharmacogenomics Unit, Paris Cancer Institute CARPEM, Paris, France
| | - Fabrice Barlesi
- Medical Oncology Department, Gustave Roussy, Villejuif, France
| | - Julien Mazières
- Thoracic Oncology Department, CHU Toulouse - Hôpital Larrey, Toulouse, France
| | | | | | | | | | - Elodie Amour
- French Cooperative Thoracic Intergroup (IFCT), Paris, France
| | - Nathalie Mathiot
- Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Team Inflammation, Complement, and Cancer, Université Paris cité, Paris, France
| | - Gary Birsen
- Oncology Thoracic Unit Pulmonology Department, AP-HP, Hôpital Cochin, F-75014 Paris, France
| | - Hélène Blons
- Assistance publique-hôpitaux de Paris, European Georges Pompidou Hospital, Department of Biochemistry, Somatic Oncology and pharmacogenomics Unit, Paris Cancer Institute CARPEM, Paris, France; Centre de Recherche des Cordeliers, INSERM, CNRS SNC 5096, Sorbonne Université, Université Paris Cité, Paris, France
| | - Marie Wislez
- Centre de Recherche des Cordeliers, Sorbonne Université, Inserm, Team Inflammation, Complement, and Cancer, Université Paris cité, Paris, France; Oncology Thoracic Unit Pulmonology Department, AP-HP, Hôpital Cochin, F-75014 Paris, France.
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Lu C, Wei XW, Wang Z, Zhou Z, Liu YT, Zheng D, He Y, Xie ZH, Li Y, Zhang Y, Zhang YC, Huang ZJ, Mei SQ, Liu JQ, Guan XH, Deng Y, Chen ZH, Tu HY, Xu CR, Chen HJ, Zhong WZ, Yang JJ, Zhang XC, Mok TSK, Wu YL, Zhou Q. Allelic Context of EGFR C797X-Mutant Lung Cancer Defines Four Subtypes With Heterogeneous Genomic Landscape and Distinct Clinical Outcomes. J Thorac Oncol 2024; 19:601-612. [PMID: 37981218 DOI: 10.1016/j.jtho.2023.11.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Revised: 10/18/2023] [Accepted: 11/15/2023] [Indexed: 11/21/2023]
Abstract
INTRODUCTION EGFR C797X (C797S or C797G) mutation is the most frequent on-target mechanism of resistance to osimertinib. The hypothesis that the allelic context of C797X/T790M has implications for treatment is on the basis of sporadic reports and needs validation with larger cohorts. METHODS We identified patients with EGFR C797X-mutant NSCLC from nine centers who progressed on osimertinib, all analyzed in a single laboratory through next-generation sequencing. We analyzed genomic profiles and assessed associations between clinical outcomes and C797X status. RESULTS A total of 365 EGFR C797X-mutant cases were categorized into four subtypes on the basis of allelic context: in cis (75.3%), in trans (6.4%), cis&trans (10.4%), and C797X-only (7.9%). Genomically, the cis&trans subtype displayed the highest frequency of concurrent alterations at osimertinib resistance sites (21.1%), while the in cis subtype had the lowest (8.4%). Clinically, cis&trans patients exhibited the worst progression-free survival (PFS) on both previous (median 7.7 mo) and subsequent treatment (median 1.0 mo) and overall survival (median 3.9 mo). In subsequent treatments, in cis patients exhibited superior PFS with combined brigatinib and cetuximab (median 11.0 mo) compared with other regimens (p = 0.005), while in trans patients exhibited variable outcomes with combined first or second- and third-generation EGFR inhibitor (PFS range: 0.7-8.1 mo, median 2.6 mo). Notably, subtype switching was observed after subsequent treatments, predominantly toward the in cis subtype. CONCLUSIONS Allelic context could define four EGFR C797X-mutant NSCLC subtypes with heterogeneous genetic landscapes and distinct clinical outcomes. Subsequent treatments further complicate the scenario through subtype switching.
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Affiliation(s)
- Chang Lu
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Xue-Wu Wei
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Zhen Wang
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Zhen Zhou
- Shanghai Chest Hosptial, Shanghai Jiao Tong University School of Medicine, Shanghai, People's Republic of China
| | - Yu-Tao Liu
- Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People's Republic of China
| | - Di Zheng
- Shanghai Pulmonary Hospital and Thoracic Cancer Institute, Tongji University School of Medicine, Shanghai, People's Republic of China
| | - Yong He
- Department of Respiratory Medicine, Daping Hospital, Army Medical University, Chongqing, People's Republic of China
| | - Zhan-Hong Xie
- National Center for Respiratory Medicine, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou Institute of Respiratory Health, Guangzhou, People's Republic of China
| | - Yong Li
- Guangdong Provincial Hospital of Traditional Chinese Medicine, Guangzhou, People's Republic of China
| | - Yan Zhang
- The Fourth Department of Oncology, People's Hospital of Shijiazhuang City, Shijiazhuang, People's Republic of China
| | - Yi-Chen Zhang
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Zi-Jian Huang
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Shi-Qi Mei
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Jia-Qi Liu
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Xu-Hui Guan
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Yu Deng
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Zhi-Hong Chen
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Hai-Yan Tu
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Chong-Rui Xu
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Hua-Jun Chen
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Wen-Zhao Zhong
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Jin-Ji Yang
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Xu-Chao Zhang
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Tony S K Mok
- State Key Laboratory of Translational Oncology, Department of Clinical Oncology, Chinese University of Hong Kong, Hong Kong, People's Republic of China
| | - Yi-Long Wu
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China; Guangdong Provincial Key Laboratory of Translational Medicine in Lung Cancer, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China
| | - Qing Zhou
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, People's Republic of China.
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