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 55 条
  • [1] Potential Prognostic Biomarkers of NIMA (Never in Mitosis, Gene A)-Related Kinase (NEK) Family Members in Breast Cancer
    Anuraga, Gangga
    Wang, Wei-Jan
    Phan, Nam Nhut
    An Ton, Nu Thuy
    Ta, Hoang Dang Khoa
    Berenice Prayugo, Fidelia
    Minh Xuan, Do Thi
    Ku, Su-Chi
    Wu, Yung-Fu
    Andriani, Vivin
    Athoillah, Muhammad
    Lee, Kuen-Haur
    Wang, Chih-Yang
    [J]. JOURNAL OF PERSONALIZED MEDICINE, 2021, 11 (11):
  • [2] HAS3-induced extracellular vesicles from melanoma cells stimulate IHH mediated c-Myc upregulation via the hedgehog signaling pathway in target cells
    Arasu, Uma Thanigai
    Deen, Ashik Jawahar
    Pasonen-Seppanen, Sanna
    Heikkinen, Sami
    Lalowski, Maciej
    Karna, Riikka
    Harkonen, Kai
    Makinen, Petri
    Lazaro-Ibanez, Elisa
    Siljander, Pia R-M
    Oikari, Sanna
    Levonen, Anna-Liisa
    Rilla, Kirsi
    [J]. CELLULAR AND MOLECULAR LIFE SCIENCES, 2020, 77 (20) : 4093 - 4115
  • [3] Implications ofCLSPNVariants in Cellular Function and Susceptibility to Cancer
    Azenha, Diana
    Hernandez-Perez, Santiago
    Martin, Yuse
    Viegas, Marta S.
    Martins, Alexandra
    Lopes, Maria C.
    Lam, Eric W-E
    Freire, Raimundo
    Martins, Teresa C.
    [J]. CANCERS, 2020, 12 (09) : 1 - 25
  • [4] Claspin functions in cell homeostasis-A link to cancer?
    Azenha, Diana
    Lopes, Maria Celeste
    Martins, Teresa C.
    [J]. DNA REPAIR, 2017, 59 : 27 - 33
  • [5] Overexpression of claspin promotes docetaxel resistance and is associated with prostate-specific antigen recurrence in prostate cancer
    Babasaki, Takashi
    Sentani, Kazuhiro
    Sekino, Yohei
    Kobayashi, Go
    Quoc Thang Pham
    Katsuya, Narutaka
    Akabane, Shintaro
    Taniyama, Daiki
    Hayashi, Tetsutaro
    Shiota, Masaki
    Oue, Naohide
    Teishima, Jun
    Matsubara, Akio
    Yasui, Wataru
    [J]. CANCER MEDICINE, 2021, 10 (16): : 5574 - 5588
  • [6] Tumor Interferon Signaling Regulates a Multigenic Resistance Program to Immune Checkpoint Blockade
    Benci, Joseph L.
    Xu, Bihui
    Qiu, Yu
    Wu, Tony J.
    Dada, Hannah
    Twyman-Saint Victor, Christina
    Cucolo, Lisa
    Lee, David S. M.
    Pauken, Kristen E.
    Huang, Alexander C.
    Gangadhar, Tara C.
    Amaravadi, Ravi K.
    Schuchter, Lynn M.
    Feldman, Michael D.
    Ishwaran, Hemant
    Vonderheide, Robert H.
    Maity, Amit
    Wherry, E. John
    Minn, Andy J.
    [J]. CELL, 2016, 167 (06) : 1540 - +
  • [7] Claspin as a biomarker of human papillomavirus-related high grade lesions of uterine cervix
    Benevolo, Maria
    Musio, Antonio
    Vocaturo, Amina
    Dona, Maria Gabriella
    Rollo, Francesca
    Terrenato, Irene
    Carosi, Mariantonia
    Pescarmona, Edoardo
    Vocaturo, Giuseppe
    Mottolese, Marcella
    [J]. JOURNAL OF TRANSLATIONAL MEDICINE, 2012, 10
  • [8] The Protein Data Bank
    Berman, HM
    Westbrook, J
    Feng, Z
    Gilliland, G
    Bhat, TN
    Weissig, H
    Shindyalov, IN
    Bourne, PE
    [J]. NUCLEIC ACIDS RESEARCH, 2000, 28 (01) : 235 - 242
  • [9] Understanding the tumor immune microenvironment (TIME) for effective therapy
    Binnewies, Mikhail
    Roberts, Edward W.
    Kersten, Kelly
    Chan, Vincent
    Fearon, Douglas F.
    Merad, Miriam
    Coussens, Lisa M.
    Gabrilovich, Dmitry I.
    Ostrand-Rosenberg, Suzanne
    Hedrick, Catherine C.
    Vonderheide, Robert H.
    Pittet, Mikael J.
    Jain, Rakesh K.
    Zou, Weiping
    Howcroft, T. Kevin
    Woodhouse, Elisa C.
    Weinberg, Robert A.
    Krummel, Matthew F.
    [J]. NATURE MEDICINE, 2018, 24 (05) : 541 - 550
  • [10] The cBio Cancer Genomics Portal: An Open Platform for Exploring Multidimensional Cancer Genomics Data
    Cerami, Ethan
    Gao, Jianjiong
    Dogrusoz, Ugur
    Gross, Benjamin E.
    Sumer, Selcuk Onur
    Aksoy, Buelent Arman
    Jacobsen, Anders
    Byrne, Caitlin J.
    Heuer, Michael L.
    Larsson, Erik
    Antipin, Yevgeniy
    Reva, Boris
    Goldberg, Arthur P.
    Sander, Chris
    Schultz, Nikolaus
    [J]. CANCER DISCOVERY, 2012, 2 (05) : 401 - 404