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Lim SM, Schalm SS, Lee EJ, Park S, Conti C, Millet YA, Woessner R, Zhang Z, Tavera-Mendoza LE, Stevison F, Albayya F, Dineen TA, Hsieh J, Oh SY, Zalutskaya A, Rotow J, Goto K, Lee DH, Yun MR, Cho BC. BLU-945, a potent and selective next-generation EGFR TKI, has antitumor activity in models of osimertinib-resistant non-small-cell lung cancer. Ther Adv Med Oncol 2024; 16:17588359241280689. [PMID: 39444426 PMCID: PMC11497503 DOI: 10.1177/17588359241280689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 08/19/2024] [Indexed: 10/25/2024] Open
Abstract
Introduction Despite the availability of several epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKIs), most patients with non-small-cell lung cancer (NSCLC) eventually develop resistance to these agents. Notably, EGFR_C797S mutations confer resistance to the third-generation EGFR-TKI osimertinib and no approved post-osimertinib targeted pharmacology options are currently available. BLU-945 is a novel, reversible, and orally available next-generation EGFR-TKI that selectively targets EGFR-activating (EGFRm) and resistance mutations (including EGFR_C797S) with nanomolar potency while sparing wild-type EGFR in vitro. Methods In vitro activity of BLU-945 as a single agent and in combination with osimertinib was tested in engineered EGFR-mutant cell lines as well as patient-derived cells and patient-derived organoids. In vivo activity was evaluated in osimertinib-resistant patient-derived xenograft mouse models. Three patient cases from the global, first-in-human, phase I/II SYMPHONY trial (NCT04862780) demonstrating the clinical efficacy of BLU-945 were reported. Results In vitro BLU-945 demonstrated inhibited cell viability and growth of EGFR-mutant/osimertinib-resistant cell lines. BLU-945 demonstrated in vivo tumor shrinkage in osimertinib-resistant models of NSCLC (osimertinib second line: EGFR_L858R/C797S and third line: EGFR_ex19del/T790M/C797S and L858R/T790M/C797S) both as monotherapy and in combination with osimertinib. BLU-945 also demonstrated tumor shrinkage in patients from the SYMPHONY trial. Conclusion Our findings demonstrate the preclinical and early clinical activity of BLU-945 in EGFRm NSCLC progressing on previous EGFR-TKIs.
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Affiliation(s)
- Sun Min Lim
- Division of Medical Oncology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | | | - 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
| | - Sewon Park
- JEUK Institute for Cancer Research, JEUK Co. Ltd., Seoul, Republic of Korea
| | - Chiara Conti
- Blueprint Medicines Corporation, Cambridge, MA, USA
| | | | | | - Zhuo Zhang
- Blueprint Medicines Corporation, Cambridge, MA, USA
| | | | | | | | | | - John Hsieh
- Blueprint Medicines Corporation, Cambridge, MA, USA
| | - 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
| | | | - Julia Rotow
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Koichi Goto
- Department of Thoracic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Dae-Ho Lee
- Department of Oncology, Asan Medical Center University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Mi Ran Yun
- Severance Biomedical Science Institute, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Byoung Chul Cho
- Division of Medical Oncology, Department of Internal Medicine, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul 03722, Republic of Korea
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2
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Ntzifa A, Marras T, Georgoulias V, Lianidou E. Liquid biopsy for the management of NSCLC patients under osimertinib treatment. Crit Rev Clin Lab Sci 2024; 61:347-369. [PMID: 38305080 DOI: 10.1080/10408363.2024.2302116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 10/23/2023] [Accepted: 01/02/2024] [Indexed: 02/03/2024]
Abstract
Therapeutic management of NSCLC patients is quite challenging as they are mainly diagnosed at a late stage of disease, and they present a high heterogeneous molecular profile. Osimertinib changed the paradigm shift in treatment of EGFR mutant NSCLC patients achieving significantly better clinical outcomes. To date, osimertinib is successfully administered not only as first- or second-line treatment, but also as adjuvant treatment while its efficacy is currently investigated during neoadjuvant treatment or in stage III, unresectable EGFR mutant NSCLC patients. However, resistance to osimertinib may occur due to clonal evolution, under the pressure of the targeted therapy. The utilization of liquid biopsy as a minimally invasive tool provides insight into molecular heterogeneity of tumor clonal evolution and potent resistance mechanisms which may help to develop more suitable therapeutic approaches. Longitudinal monitoring of NSCLC patients through ctDNA or CTC analysis could reveal valuable information about clinical outcomes during osimertinib treatment. Therefore, several guidelines suggest that liquid biopsy in addition to tissue biopsy should be considered as a standard of care in the advanced NSCLC setting. This practice could significantly increase the number of NSCLC patients that will eventually benefit from targeted therapies, such as EGFR TKIs.
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Affiliation(s)
- Aliki Ntzifa
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Theodoros Marras
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
| | - Vasilis Georgoulias
- First Department of Medical Oncology, Metropolitan General Hospital of Athens, Cholargos, Greece
| | - Evi Lianidou
- Analysis of Circulating Tumor Cells Lab, Lab of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Athens, Greece
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3
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Ferro A, Marinato GM, Mulargiu C, Marino M, Pasello G, Guarneri V, Bonanno L. The study of primary and acquired resistance to first-line osimertinib to improve the outcome of EGFR-mutated advanced Non-small cell lung cancer patients: the challenge is open for new therapeutic strategies. Crit Rev Oncol Hematol 2024; 196:104295. [PMID: 38382773 DOI: 10.1016/j.critrevonc.2024.104295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 01/25/2024] [Accepted: 02/07/2024] [Indexed: 02/23/2024] Open
Abstract
The development of targeted therapy in epidermal growth factor receptor (EGFR)-mutated non-small cell lung cancer (NSCLC) patients has radically changed their clinical perspectives. Current first-line standard treatment for advanced disease is commonly considered third-generation tyrosine kinase inhibitors (TKI), osimertinib. The study of primary and acquired resistance to front-line osimertinib is one of the main burning issues to further improve patients' outcome. Great heterogeneity has been depicted in terms of duration of clinical benefit and pattern of progression and this might be related to molecular factors including subtypes of EGFR mutations and concomitant genetic alterations. Acquired resistance can be categorized into two main classes: EGFR-dependent and EGFR-independent mechanisms and specific pattern of progression to first-line osimertinib have been demonstrated. The purpose of the manuscript is to provide a comprehensive overview of literature about molecular resistance mechanisms to first-line osimertinib, from a clinical perspective and therefore in relationship to emerging therapeutic approaches.
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Affiliation(s)
- Alessandra Ferro
- Medical Oncology 2, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy
| | - Gian Marco Marinato
- Medical Oncology 2, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy; Department of Surgery, Oncology and Gastroenterology, University of Padova, Padua, Italy
| | - Cristiana Mulargiu
- Medical Oncology 2, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy; Department of Surgery, Oncology and Gastroenterology, University of Padova, Padua, Italy
| | - Monica Marino
- Medical Oncology 2, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy; Department of Surgery, Oncology and Gastroenterology, University of Padova, Padua, Italy
| | - Giulia Pasello
- Medical Oncology 2, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy; Department of Surgery, Oncology and Gastroenterology, University of Padova, Padua, Italy
| | - Valentina Guarneri
- Medical Oncology 2, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy; Department of Surgery, Oncology and Gastroenterology, University of Padova, Padua, Italy
| | - Laura Bonanno
- Medical Oncology 2, Veneto Institute of Oncology IOV - IRCCS, Padua, Italy; Department of Surgery, Oncology and Gastroenterology, University of Padova, Padua, Italy.
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4
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Kahraman S, Karakaya S, Kaplan MA, Goksu SS, Ozturk A, Isleyen ZS, Hamdard J, Yildirim S, Dogan T, Isik S, Celebi A, Gulbagci BB, Paksoy N, Dogan M, Turk HM, Bilici A, Tatli AM, Akbas S, Turan N, Hacibekiroglu I, Dogu GG, Aydiner A, Sumbul AT, Akyurek S, Yalciner M, Demirkazik A, Gursoy P, Aykan MB, Sahin E, Karadag İ, Kostek O, Er MM, Artaç M, Duzkopru Y, Aydin D, Isik D, Karakas Y, Kilickap S, Erol C, Demir B, Civelek B, Ergun Y, Akinci MB, Dogan I, Karadurmus N, Yumuk PF, Sendur MAN. Treatment outcomes and prognostic factors in patients with driver mutant non-small cell lung cancer and de novo brain metastases. Sci Rep 2024; 14:5820. [PMID: 38461209 PMCID: PMC10925043 DOI: 10.1038/s41598-024-56046-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 03/01/2024] [Indexed: 03/11/2024] Open
Abstract
Central nervous system (CNS) metastases can be seen at a rate of 30% in advanced stages for patients with non-small cell lung cancer (NSCLC). Growing evidence indicates the predictive roles of driver gene mutations in the development of brain metastases (BM) in recent years, meaning that oncogene-driven NSCLC have a high incidence of BM at diagnosis. Today, 3rd generation targeted drugs with high intracranial efficacy, which can cross the blood-brain barrier, have made a positive contribution to survival for these patients with an increased propensity to BM. It is important to update the clinical and pathological factors reflected in the survival with real-life data. A multi-center, retrospective database of 306 patients diagnosed with driver mutant NSCLC and initially presented with BM between between November 2008 and September 2022 were analyzed. The median progression-free survival (mPFS) was 12.25 months (95% CI, 10-14.5). While 254 of the patients received tyrosine kinase inhibitor (TKI), 51 patients received chemotherapy as first line treatment. The median intracranial PFS (iPFS) was 18.5 months (95% CI, 14.8-22.2). The median overall survival (OS) was 29 months (95% CI, 25.2-33.0). It was found that having 3 or less BM and absence of extracranial metastases were significantly associated with better mOS and iPFS. The relationship between the size of BM and survival was found to be non-significant. Among patients with advanced NSCLC with de novo BM carrying a driver mutation, long-term progression-free and overall survival can be achieved with the advent of targeted agents with high CNS efficacy with more conservative and localized radiotherapy modalities.
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Affiliation(s)
- Seda Kahraman
- Department of Medical Oncology, Ankara Bilkent City Hospital, Ankara Yildirim Beyazit University, 06800, Ankara, Turkey.
| | - Serdar Karakaya
- Department of Medical Oncology, Ankara Ataturk Sanatoryum Training and Research Hospital, Ankara, Turkey
| | - Muhammed Ali Kaplan
- Department of Medical Oncology, Dicle University Medical Faculty Hospital, Diyarbakir, Turkey
| | - Sema Sezgin Goksu
- Department of Medical Oncology, Akdeniz University Hospital, Antalya, Turkey
| | - Akin Ozturk
- Department of Medical Oncology, Sureyyapasa Chest Diseases and Chest Surgery Training and Research Hospital, Istanbul, Turkey
| | - Zehra Sucuoglu Isleyen
- Department of Medical Oncology, Faculty of Medicine Hospital, Bezmialem Vakif University, Istanbul, Turkey
| | - Jamshid Hamdard
- Department of Medical Oncology, Medipol University Hospital, Istanbul, Turkey
| | - Sedat Yildirim
- Department of Medical Oncology, Kartal Dr. Lutfi Kirdar City Hospital, Istanbul, Turkey
| | - Tolga Dogan
- Department of Medical Oncology, Pamukkale University Medical Faculty Hospital, Denizli, Turkey
| | - Selver Isik
- Department of Medical Oncology, Marmara University Pendik Training and Research Hospital, Istanbul, Turkey
| | - Abdussamet Celebi
- Department of Medical Oncology, Marmara University Pendik Training and Research Hospital, Istanbul, Turkey
| | - Burcu Belen Gulbagci
- Department of Medical Oncology, Sakarya University School of Medicine, Sakarya, Turkey
| | - Nail Paksoy
- Department of Medical Oncology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Mutlu Dogan
- Department of Medical Oncology, Ankara Dr Abdurrahman Yurtaslan Oncology Training and Research Hospital, Ankara, Turkey
| | - Haci Mehmet Turk
- Department of Medical Oncology, Faculty of Medicine Hospital, Bezmialem Vakif University, Istanbul, Turkey
| | - Ahmet Bilici
- Department of Medical Oncology, Medipol University Hospital, Istanbul, Turkey
| | - Ali Murat Tatli
- Department of Medical Oncology, Akdeniz University Hospital, Antalya, Turkey
| | - Sinem Akbas
- Department of Medical Oncology, Koç University Medical Faculty Hospital, Istanbul, Turkey
| | - Nedim Turan
- Department of Medical Oncology, Kartal Dr. Lutfi Kirdar City Hospital, Istanbul, Turkey
| | - Ilhan Hacibekiroglu
- Department of Medical Oncology, Sakarya University School of Medicine, Sakarya, Turkey
| | - Gamze Gokoz Dogu
- Department of Medical Oncology, Pamukkale University Medical Faculty Hospital, Denizli, Turkey
| | - Adnan Aydiner
- Department of Medical Oncology, Istanbul Faculty of Medicine, Istanbul University, Istanbul, Turkey
| | - Ahmet Taner Sumbul
- Department of Medical Oncology, Baskent University Adana Dr. Turgut Noyan Application and Research Center, Adana, Turkey
| | - Serap Akyurek
- Department of Radiation Oncology, Faculty of Medicine, Ankara University, Ankara, Turkey
| | - Merih Yalciner
- Department of Medical Oncology, Faculty of Medicine, Ankara University, Ankara, Turkey
| | - Ahmet Demirkazik
- Department of Medical Oncology, Faculty of Medicine, Ankara University, Ankara, Turkey
| | - Pinar Gursoy
- Department of Medical Oncology, Ege University Medical Faculty Hospital, Izmir, Turkey
| | - Musa Baris Aykan
- Department of Medical Oncology, Gulhane Training and Research Hospital, Ankara, Turkey
| | - Elif Sahin
- Department of Medical Oncology, Kocaeli University Medical Faculty Hospital, Kocaeli, Turkey
| | - İbrahim Karadag
- Department of Medical Oncology, Hittite University Corum Training and Research Hospital, Corum, Turkey
| | - Osman Kostek
- Department of Medical Oncology, Marmara University Pendik Training and Research Hospital, Istanbul, Turkey
| | - Muhammed Muhiddin Er
- Department Of Medical Oncology, Necmettin Erbakan University Meram Medical Faculty Hospital, Konya, Turkey
| | - Mehmet Artaç
- Department Of Medical Oncology, Necmettin Erbakan University Meram Medical Faculty Hospital, Konya, Turkey
| | - Yakup Duzkopru
- Department of Medical Oncology, Ankara Etlik City Hospital, Ankara, Turkey
| | - Dincer Aydin
- Department of Medical Oncology, Kocaeli Derince Training and Research Hospital, Kocaeli, Turkey
| | - Deniz Isik
- Department of Medical Oncology, Kocaeli Medical Park Hospital, Kocaeli, Turkey
| | - Yusuf Karakas
- Department of Medical Oncology, Acıbadem Bodrum Hospital, Mugla, Turkey
| | - Saadettin Kilickap
- Department of Medical Oncology, Liv Hospital, Istinye University, Ankara, Turkey
| | - Cihan Erol
- Department of Medical Oncology, Ankara Bilkent City Hospital, Ankara Yildirim Beyazit University, 06800, Ankara, Turkey
| | - Bilgin Demir
- Department of Medical Oncology, Aydin Ataturk State Hospital, Aydin, Turkey
| | - Burak Civelek
- Department of Medical Oncology, Ankara Bilkent City Hospital, Ankara, Turkey
| | - Yakup Ergun
- Department of Medical Oncology, Batman Training and Research Hospital, Batman, Turkey
| | - Muhammed Bulent Akinci
- Department of Medical Oncology, Ankara Bilkent City Hospital, Ankara Yildirim Beyazit University, 06800, Ankara, Turkey
| | - Izzet Dogan
- Department of Medical Oncology, Basaksehir Cam and Sakura City Hospital, Istanbul, Turkey
| | - Nuri Karadurmus
- Department of Medical Oncology, Gulhane Training and Research Hospital, Ankara, Turkey
| | - Perran Fulden Yumuk
- Department of Medical Oncology, Koç University Medical Faculty Hospital, Istanbul, Turkey
| | - Mehmet Ali Nahit Sendur
- Department of Medical Oncology, Ankara Bilkent City Hospital, Ankara Yildirim Beyazit University, 06800, Ankara, Turkey
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Zhang J, Zhao K, Zhou W, Kang R, Wei S, Shu Y, Yu C, Ku Y, Mao Y, Luo H, Yang J, Mei J, Pu Q, Deng S, Zha Z, Yuan G, Shen S, Chen Y, Liu L. Tet methylcytosine dioxygenase 2 (TET2) deficiency elicits EGFR-TKI (tyrosine kinase inhibitors) resistance in non-small cell lung cancer. Signal Transduct Target Ther 2024; 9:65. [PMID: 38461173 PMCID: PMC10924974 DOI: 10.1038/s41392-024-01778-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Revised: 01/28/2024] [Accepted: 02/23/2024] [Indexed: 03/11/2024] Open
Abstract
Despite epidermal growth factor receptor (EGFR) tyrosine kinase inhibitors (TKI) have shown remarkable efficacy in patients with EGFR-mutant non-small cell lung cancer (NSCLC), acquired resistance inevitably develops, limiting clinical efficacy. We found that TET2 was poly-ubiquitinated by E3 ligase CUL7FBXW11 and degraded in EGFR-TKI resistant NSCLC cells. Genetic perturbation of TET2 rendered parental cells more tolerant to TKI treatment. TET2 was stabilized by MEK1 phosphorylation at Ser 1107, while MEK1 inactivation promoted its proteasome degradation by enhancing the recruitment of CUL7FBXW11. Loss of TET2 resulted in the upregulation of TNF/NF-κB signaling that confers the EGFR-TKI resistance. Genetic or pharmacological inhibition of NF-κB attenuate the TKI resistance both in vitro and in vivo. Our findings exemplified how a cell growth controlling kinase MEK1 leveraged the epigenetic homeostasis by regulating TET2, and demonstrated an alternative path of non-mutational acquired EGFR-TKI resistance modulated by TET2 deficiency. Therefore, combined strategy exploiting EGFR-TKI and inhibitors of TET2/NF-κB axis holds therapeutic potential for treating NSCLC patients who suffered from this resistance.
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Affiliation(s)
- Jian Zhang
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Kejia Zhao
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Wenjing Zhou
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Ran Kang
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Shiyou Wei
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Yueli Shu
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Cheng Yu
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Yin Ku
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Yonghong Mao
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Hao Luo
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Juqin Yang
- Biobank of West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Jiandong Mei
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
| | - Qiang Pu
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
| | - Senyi Deng
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Zhengyu Zha
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Gang Yuan
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Shensi Shen
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China
| | - Yaohui Chen
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China.
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China.
| | - Lunxu Liu
- Department of Thoracic Surgery and Institute of Thoracic Oncology, West China Hospital of Sichuan University, Chengdu, 610097, China.
- Western China Collaborative Innovation Center for Early Diagnosis and Multidisciplinary Therapy of Lung Cancer, Sichuan University, Chengdu, 610097, China.
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6
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Lin X, Dong Y, Gu Y, Wei F, Peng J, Su Y, Wang Y, Yang C, Neira SV, Kapoor A, Tang D. Taxifolin Inhibits the Growth of Non-Small-Cell Lung Cancer via Downregulating Genes Displaying Novel and Robust Associations with Immune Evasion Factors. Cancers (Basel) 2023; 15:4818. [PMID: 37835514 PMCID: PMC10571863 DOI: 10.3390/cancers15194818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 09/25/2023] [Accepted: 09/28/2023] [Indexed: 10/15/2023] Open
Abstract
Using an LL2 cell-based syngeneic mouse LC model, taxifolin suppressed allografts along with the appearance of 578 differentially expressed genes (DEGs). These DEGs were associated with enhancement of processes related to the extracellular matrix and lymphocyte chemotaxis as well as the reduction in pathways relevant to cell proliferation. From these DEGs, we formulated 12-gene (TxflSig) and 7-gene (TxflSig1) panels; both predicted response to ICB (immune checkpoint blockade) therapy more effectively in non-small-cell lung cancer (NSCLC) than numerous well-established ICB biomarkers, including PD-L1. In both panels, the mouse counterparts of ITGAL, ITGAX, and TMEM119 genes were downregulated by taxifolin. They were strongly associated with immune suppression in LC, evidenced by their robust correlations with the major immunosuppressive cell types (MDSC, Treg, and macrophage) and multiple immune checkpoints in NSCLC and across multiple human cancer types. ITGAL, ITGAX, and IIT (ITGAL-ITGAX-TMEM119) effectively predicted NSCLC's response to ICB therapy; IIT stratified the mortality risk of NSCLC. The stromal expressions of ITGAL and ITGAX, together with tumor expression of TMEM119 in NSCLC, were demonstrated. Collectively, we report multiple novel ICB biomarkers-TxflSig, TxflSig1, IIT, ITGAL, and ITGAX-and taxifolin-derived attenuation of immunosuppressive activities in NSCLC, suggesting the inclusion of taxifolin in ICB therapies for NSCLC.
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Affiliation(s)
- Xiaozeng Lin
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada; (X.L.); (Y.D.); (Y.G.); (J.P.); (Y.S.); (S.V.N.); (A.K.)
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
| | - Ying Dong
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada; (X.L.); (Y.D.); (Y.G.); (J.P.); (Y.S.); (S.V.N.); (A.K.)
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
| | - Yan Gu
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada; (X.L.); (Y.D.); (Y.G.); (J.P.); (Y.S.); (S.V.N.); (A.K.)
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
| | - Fengxiang Wei
- The Genetics Laboratory, Longgang District Maternity and Child Healthcare Hospital of Shenzhen City, Longgang District, Shenzhen 518174, China;
| | - Jingyi Peng
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada; (X.L.); (Y.D.); (Y.G.); (J.P.); (Y.S.); (S.V.N.); (A.K.)
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
| | - Yingying Su
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada; (X.L.); (Y.D.); (Y.G.); (J.P.); (Y.S.); (S.V.N.); (A.K.)
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
| | - Yanjun Wang
- Jilin Jianwei Songkou Biotechnology Co., Ltd., Changchun 510664, China;
| | - Chengzhi Yang
- Benda International Inc., Ottawa, ON K1X 0C1, Canada;
| | - Sandra Vega Neira
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada; (X.L.); (Y.D.); (Y.G.); (J.P.); (Y.S.); (S.V.N.); (A.K.)
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
| | - Anil Kapoor
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada; (X.L.); (Y.D.); (Y.G.); (J.P.); (Y.S.); (S.V.N.); (A.K.)
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
| | - Damu Tang
- Department of Surgery, McMaster University, Hamilton, ON L8S 4K1, Canada; (X.L.); (Y.D.); (Y.G.); (J.P.); (Y.S.); (S.V.N.); (A.K.)
- Urological Cancer Center for Research and Innovation (UCCRI), St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
- The Research Institute of St Joe’s Hamilton, St Joseph’s Hospital, Hamilton, ON L8N 4A6, Canada
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