1
|
Torasawa M, Yoshida T, Shiraishi K, Yagishita S, Ono H, Uehara Y, Miyakoshi J, Tateishi A, Igawa YS, Higashiyama RI, Mochizuki A, Masuda K, Matsumoto Y, Shinno Y, Okuma Y, Goto Y, Horinouchi H, Hamamoto R, Yamamoto N, Watanabe SI, Yatabe Y, Takahashi K, Kohno T, Ohe Y. Implications of EGFR expression on EGFR signaling dependency and adaptive immunity against EGFR-mutated lung adenocarcinoma. Lung Cancer 2025; 202:108494. [PMID: 40088580 DOI: 10.1016/j.lungcan.2025.108494] [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: 11/03/2024] [Revised: 02/09/2025] [Accepted: 03/10/2025] [Indexed: 03/17/2025]
Abstract
BACKGROUND In EGFR-mutated lung adenocarcinoma (EGFRm LUAD), EGFR mutations do not necessarily result in increased EGFR expression (EGFR-exp), which differs among patients. However, the factors influencing EGFR-exp and the impact of EGFR-exp on tumor characteristics in patients with EGFRm LUAD remain unclear. PATIENTS AND METHODS Whole-exome and RNA sequencing were performed for patients with early- and advanced-stage EGFRm LUAD. The patients were classified into low or high EGFR-exp groups based on the median transcripts per million. We retrospectively examined the association between EGFR-exp, genomic characteristics, downstream EGFR signaling activity, tumor microenvironment (TME) status, and clinical outcomes. RESULTS This study included 450 and 45 patients in the early- and advanced-stage cohorts, respectively. In both cohorts, the EGFR-exp low group exhibited a lower incidence of TP53 co-mutations and EGFR amplification and a higher incidence of EGFR subclonal mutations than the EGFR-exp high group. Furthermore, downstream EGFR signaling pathways, such as the MAPK signaling, were less activated in the EGFR-exp low group. However, this group showed significantly enriched adaptive immune response pathways (Q < 0.0001) and an immune-inflamed TME. Additionally, a low EGFR-exp was a significantly favorable factor for postoperative relapse (odds ratio [OR], 0.6; P = 0.04). However, in the advanced-stage cohort, a low EGFR-exp was a significant risk factor for non-responders to osimertinib (OR, 17.5; P = 0.03). CONCLUSIONS In EGFRm LUAD, significant associations were observed between EGFR-exp levels and both EGFR signaling pathways and adaptive immune status, which in turn influence clinical outcomes. This large-scale multi-omics analysis highlights the heterogeneity among patients with EGFRm LUAD and emphasizes the need to assess EGFR-exp levels alongside mutation status for optimal treatment strategies in EGFRm LUAD.
Collapse
Affiliation(s)
- Masahiro Torasawa
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan; Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan; Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan
| | - Tatsuya Yoshida
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan; Department of Experimental Therapeutics, National Cancer Center Hospital, Tokyo, Japan.
| | - Kouya Shiraishi
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan
| | - Shigehiro Yagishita
- Division of Molecular Pharmacology, National Cancer Center Research Institute, Tokyo, Japan
| | - Hanako Ono
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan
| | - Yuji Uehara
- Division of Cancer Evolution, National Cancer Center Research Institute, Tokyo, Japan; Department of Thoracic Oncology and Respiratory Medicine, Tokyo Metropolitan Cancer and Infectious Diseases Center, Komagome Hospital, Tokyo, Japan
| | - Jun Miyakoshi
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Akiko Tateishi
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | | | | | - Akifumi Mochizuki
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan
| | - Ken Masuda
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yuji Matsumoto
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yuki Shinno
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yusuke Okuma
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Yasushi Goto
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Hidehito Horinouchi
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| | - Ryuji Hamamoto
- Division of Medical AI Research and Development, National Cancer Center Research Institute, Tokyo, Japan
| | - Noboru Yamamoto
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan; Department of Experimental Therapeutics, National Cancer Center Hospital, Tokyo, Japan
| | - Shun-Ichi Watanabe
- Department of Thoracic Surgery, National Cancer Center Hospital, Tokyo, Japan
| | - Yasushi Yatabe
- Department of Diagnostic Pathology, National Cancer Center Hospital, Tokyo, Japan
| | - Kazuhisa Takahashi
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Takashi Kohno
- Division of Genome Biology, National Cancer Center Research Institute, Tokyo, Japan
| | - Yuichiro Ohe
- Department of Thoracic Oncology, National Cancer Center Hospital, Tokyo, Japan
| |
Collapse
|
2
|
Bi L, Wang X, Li J, Li W, Wang Z. Epigenetic modifications in early stage lung cancer: pathogenesis, biomarkers, and early diagnosis. MedComm (Beijing) 2025; 6:e70080. [PMID: 39991629 PMCID: PMC11843169 DOI: 10.1002/mco2.70080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 01/03/2025] [Accepted: 01/09/2025] [Indexed: 02/25/2025] Open
Abstract
The integration of liquid biopsy with epigenetic markers offers significant potential for early lung cancer detection and personalized treatment. Epigenetic alterations, including DNA methylation, histone modifications, and noncoding RNA changes, often precede genetic mutations and are critical in cancer progression. In this study, we explore how liquid biopsy, combined with epigenetic markers, can provide early detection of lung cancer, potentially predicting onset up to 4 years before clinical diagnosis. We discuss the challenges of targeting epigenetic regulators, which could disrupt cellular balance if overexploited, and the need for maintaining key gene expressions in therapeutic applications. This review highlights the promise and challenges of using liquid biopsy and epigenetic markers for early-stage lung cancer diagnosis, with a focus on optimizing treatment strategies for personalized and precision medicine.
Collapse
Affiliation(s)
- Lingfeng Bi
- Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease‐related Molecular Network, State Key Laboratory of Respiratory Health and MultimorbidityWest China Hospital, Sichuan UniversityChengduSichuanChina
- Institute of Respiratory Health, Frontiers Science Center for Disease‐Related Molecular NetworkWest China Hospital, Sichuan UniversityChengduSichuanChina
| | - Xin Wang
- Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease‐related Molecular Network, State Key Laboratory of Respiratory Health and MultimorbidityWest China Hospital, Sichuan UniversityChengduSichuanChina
- Institute of Respiratory Health, Frontiers Science Center for Disease‐Related Molecular NetworkWest China Hospital, Sichuan UniversityChengduSichuanChina
| | - Jiayi Li
- Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease‐related Molecular Network, State Key Laboratory of Respiratory Health and MultimorbidityWest China Hospital, Sichuan UniversityChengduSichuanChina
- Institute of Respiratory Health, Frontiers Science Center for Disease‐Related Molecular NetworkWest China Hospital, Sichuan UniversityChengduSichuanChina
| | - Weimin Li
- Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease‐related Molecular Network, State Key Laboratory of Respiratory Health and MultimorbidityWest China Hospital, Sichuan UniversityChengduSichuanChina
- Institute of Respiratory Health, Frontiers Science Center for Disease‐Related Molecular NetworkWest China Hospital, Sichuan UniversityChengduSichuanChina
- Precision Medicine Center, Precision Medicine Key Laboratory of Sichuan ProvinceWest China Hospital, Sichuan UniversityChengduSichuanChina
- The Research Units of West China, Chinese Academy of Medical SciencesWest China HospitalChengduSichuanChina
| | - Zhoufeng Wang
- Department of Respiratory and Critical Care Medicine, Frontiers Science Center for Disease‐related Molecular Network, State Key Laboratory of Respiratory Health and MultimorbidityWest China Hospital, Sichuan UniversityChengduSichuanChina
- Institute of Respiratory Health, Frontiers Science Center for Disease‐Related Molecular NetworkWest China Hospital, Sichuan UniversityChengduSichuanChina
- Precision Medicine Center, Precision Medicine Key Laboratory of Sichuan ProvinceWest China Hospital, Sichuan UniversityChengduSichuanChina
- The Research Units of West China, Chinese Academy of Medical SciencesWest China HospitalChengduSichuanChina
| |
Collapse
|
3
|
Fu Z, Jiang S, Sun Y, Zheng S, Zong L, Li P. Cut&tag: a powerful epigenetic tool for chromatin profiling. Epigenetics 2024; 19:2293411. [PMID: 38105608 PMCID: PMC10730171 DOI: 10.1080/15592294.2023.2293411] [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: 09/07/2023] [Accepted: 12/05/2023] [Indexed: 12/19/2023] Open
Abstract
Analysis of transcription factors and chromatin modifications at the genome-wide level provides insights into gene regulatory processes, such as transcription, cell differentiation and cellular response. Chromatin immunoprecipitation is the most popular and powerful approach for mapping chromatin, and other enzyme-tethering techniques have recently become available for living cells. Among these, Cleavage Under Targets and Tagmentation (CUT&Tag) is a relatively novel chromatin profiling method that has rapidly gained popularity in the field of epigenetics since 2019. It has also been widely adapted to map chromatin modifications and TFs in different species, illustrating the association of these chromatin epitopes with various physiological and pathological processes. Scalable single-cell CUT&Tag can be combined with distinct platforms to distinguish cellular identity, epigenetic features and even spatial chromatin profiling. In addition, CUT&Tag has been developed as a strategy for joint profiling of the epigenome, transcriptome or proteome on the same sample. In this review, we will mainly consolidate the applications of CUT&Tag and its derivatives on different platforms, give a detailed explanation of the pros and cons of this technique as well as the potential development trends and applications in the future.
Collapse
Affiliation(s)
- Zhijun Fu
- BGI Tech Solutions Co, Ltd. BGI-Shenzhen, Shenzhen, China
| | - Sanjie Jiang
- BGI Tech Solutions Co, Ltd. BGI-Shenzhen, Shenzhen, China
| | - Yiwen Sun
- BGI Tech Solutions Co, Ltd. BGI-Shenzhen, Shenzhen, China
| | - Shanqiao Zheng
- BGI Tech Solutions Co, Ltd. BGI-Shenzhen, Shenzhen, China
| | - Liang Zong
- BGI Tech Solutions Co, Ltd. BGI-Wuhan, Wuhan, China
| | - Peipei Li
- BGI Tech Solutions Co, Ltd. BGI-Shenzhen, Shenzhen, China
| |
Collapse
|