A multi-omics analysis reveals CLSPN is associated with prognosis, immune microenvironment and drug resistance in cancers

被引:3
|
作者
Chen, Yihong [1 ]
Wen, Haicheng [2 ]
Li, Yin [1 ]
Han, Ying [1 ,4 ]
Tan, Jun [3 ,4 ]
Guo, Cao [1 ,4 ]
Cai, Changjing [1 ]
Liu, Ping [1 ]
Peng, Yinghui [1 ]
Liu, Yihan [1 ]
Wang, Xinwen [1 ]
Zeng, Shan [1 ,4 ]
Feng, Ziyang [1 ]
Shen, Hong [1 ,4 ]
机构
[1] Cent South Univ, Xiangya Hosp, Dept Oncol, Changsha 410008, Hunan, Peoples R China
[2] Cent South Univ, Xiangya Hosp, Dept Spine Surg & Orthopaed, Changsha 410008, Hunan, Peoples R China
[3] Cent South Univ, Xiangya Hosp, Dept Neurosurg, Changsha 410008, Hunan, Peoples R China
[4] Cent South Univ, Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha 410008, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
CLSPN; Prognosis; Immune infiltration; Multi-omics; Pan-cancer; Virtual screening; REPEATED PHOSPHOPEPTIDE MOTIFS; HUMAN CLASPIN; CONNECTIVITY MAP; PROTEIN; BREAST; GENE; INHIBITION; CHALLENGES; SIGNATURES; GENOMICS;
D O I
10.1186/s12575-023-00201-6
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
BackgroundImmunotherapy is effective only in limited patients. It is urgent to discover a novel biomarker to predict immune cells infiltration status and immunotherapy response of different cancers. CLSPN has been reported to play a pivotal role in various biological processes. However, a comprehensive analysis of CLSPN in cancers has not been conducted.MethodsTo show the whole picture of CLSPN in cancers, a pan-cancer analysis was conducted in 9125 tumor samples across 33 cancer types by integrating transcriptomic, epigenomic and pharmacogenomics data. Moreover, the role of CLSPN in cancer was validated by CCK-8, EDU, colony formation and flow cytometry in vitro and tumor cell derived xenograft model in vivo.ResultsCLSPN expression was generally upregulated in most cancer types and was significantly associated with prognosis in different tumor samples. Moreover, elevated CLSPN expression was closely correlated with immune cells infiltration, TMB (tumor mutational burden), MSI (microsatellite instability), MMR (mismatch repair), DNA methylation and stemness score across 33 cancer types. Enrichment analysis of functional genes revealed that CLSPN participated in the regulation of numerous signaling pathways involved in cell cycle and inflammatory response. The expression of CLSPN in LUAD patients were further analyzed at the single-cell level. Knockdown CLSPN significantly inhibited cancer cell proliferation and cell cycle related cyclin-dependent kinase (CDK) family and Cyclin family expression in LUAD (lung adenocarcinoma) both in vitro and in vivo experiments. Finally, we conducted structure-based virtual screening by modelling the structure of CHK1 kinase domain and Claspin phosphopeptide complex. The top five hit compounds were screened and validated by molecular docking and Connectivity Map (CMap) analysis.ConclusionOur multi-omics analysis offers a systematic understanding of the roles of CLSPN in pan-cancer and provides a potential target for future cancer treatment.
引用
收藏
页数:20
相关论文
共 50 条
  • [31] Multi-omics data integration reveals metabolome as the top predictor of the cervicovaginal microenvironment
    Bokulich, Nicholas A.
    Laniewski, Pawel
    Adamov, Anja
    Chase, Dana M.
    Caporaso, J. Gregory
    Herbst-Kralovetz, Melissa M.
    PLOS COMPUTATIONAL BIOLOGY, 2022, 18 (02)
  • [32] Multi-Omics Analysis of Diabetic Nephropathy Reveals Potential New Mechanisms and Drug Targets
    Sha, Qian
    Lyu, Jinxiu
    Zhao, Meng
    Li, Haijuan
    Guo, Mengzhe
    Sun, Qiang
    FRONTIERS IN GENETICS, 2020, 11
  • [33] Editorial: Multi-omics analysis in tumor microenvironment and tumor heterogeneity
    Shi, Yuxin
    Zhang, Qinglin
    Mei, Jie
    Liu, Jinhui
    FRONTIERS IN GENETICS, 2023, 14
  • [34] Multi-omics analysis reveals the association between specific solute carrier proteins gene expression patterns and the immune suppressive microenvironment in glioma
    Wu, Wenjie
    Jiang, Cheng
    Zhu, Wende
    Jiang, Xiaobing
    JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2024, 28 (09)
  • [35] The impact of tobacco exposure on tumor microenvironment and prognosis in lung adenocarcinoma by integrative analysis of multi-omics data
    Lu, Xiaomin
    Ma, Liang
    Yin, Xuewen
    Ji, Haoming
    Qian, Ye
    Zhong, Sixun
    Yan, Aiting
    Zhang, Yan
    INTERNATIONAL IMMUNOPHARMACOLOGY, 2021, 101
  • [36] Molecular Insights of Drug Resistance in Epilepsy: Multi-omics Unveil
    Dhureja, Maanvi
    Chaturvedi, Pragya
    Choudhary, Anita
    Kumar, Puneet
    Munshi, Anjana
    MOLECULAR NEUROBIOLOGY, 2025, 62 (01) : 1 - 17
  • [37] Integrated Multi-Omics Analysis Model to Identify Biomarkers Associated With Prognosis of Breast Cancer
    Fan, Yeye
    Kao, Chunyu
    Yang, Fu
    Wang, Fei
    Yin, Gengshen
    Wang, Yongjiu
    He, Yong
    Ji, Jiadong
    Liu, Liyuan
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [38] Single-Cell Multi-Omics Reveals Immune Microenvironment Alterations in T-Cell Acute Lymphoblastic Leukemia
    Wiggers, Caroline R. M.
    Cho, Eugene Y.
    Hegel, Justin
    Frede, Julia
    Stuart, Hannah
    Lim, Klothilda K.
    Pikman, Yana
    Harris, Marian H.
    Place, Andrew E.
    Silverman, Lewis B.
    Lohr, Jens G.
    Knoechel, Birgit
    BLOOD, 2022, 140 : 9192 - 9193
  • [39] Integrated multi-omics analysis reveals immune landscape of tertiary lymphoid structure in retroperitoneal liposarcoma
    Tao, Ping
    Wang, Zhenyu
    Wang, Jiongyuan
    Chen, Jun
    Hong, Liang
    Ma, Lijie
    Zhang, Yong
    Tong, Hanxing
    JOURNAL OF CLINICAL ONCOLOGY, 2024, 42 (16)
  • [40] Multi-Omics Integration Reveals the Crucial Role of Fusobacterium in the Inflammatory Immune Microenvironment in Head and Neck Squamous Cell Carcinoma
    Qiao, Han
    Li, Hui
    Wen, Xianhui
    Tan, Xirong
    Yang, Chongzhe
    Liu, Na
    MICROBIOLOGY SPECTRUM, 2022, 10 (04):