Characterizing the Copy Number Variation of Non-Coding RNAs Reveals Potential Therapeutic Targets and Prognostic Markers of LUSC

被引:11
|
作者
Ning, Jinfeng [1 ]
Wang, Fengjiao [1 ]
Zhu, Kaibin [1 ]
Li, Binxi [2 ]
Shu, Qing [3 ]
Liu, Wei [4 ]
机构
[1] Harbin Med Univ, Canc Hosp, Dept Thorac Surg, Harbin, Peoples R China
[2] Harbin Engn Univ, Dept Management Sci & Engn, Harbin, Peoples R China
[3] Harbin Med Univ, Dept Med Imaging, Canc Hosp, Harbin, Peoples R China
[4] Harbin Med Univ, Dept Med Oncol 4, Canc Hosp, Harbin, Peoples R China
关键词
copy number variation; non-coding RNAs; biomarkers; clinical prognosis; precision medicine; LUNG; IDENTIFICATION; EXPRESSION; LNCRNAS;
D O I
10.3389/fgene.2021.779155
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Lung squamous cell carcinoma (LUSC) has a poor clinical prognosis and a lack of available targeted therapies. Therefore, there is an urgent need to identify novel prognostic markers and therapeutic targets to assist in the diagnosis and treatment of LUSC. With the development of high-throughput sequencing technology, integrated analysis of multi-omics data will provide annotation of pathogenic non-coding variants and the role of non-coding sequence variants in cancers. Here, we integrated RNA-seq profiles and copy number variation (CNV) data to study the effects of non-coding variations on gene regulatory network. Furthermore, the 372 long non-coding RNAs (lncRNA) regulated by CNV were used as candidate genes, which could be used as biomarkers for clinical application. Nine lncRNAs including LINC00896, MCM8-AS1, LINC01251, LNX1-AS1, GPRC5D-AS1, CTD-2350J17.1, LINC01133, LINC01121, and AC073130.1 were recognized as prognostic markers for LUSC. By exploring the association of the prognosis-related lncRNAs (pr-lncRNAs) with immune cell infiltration, GPRC5D-AS1 and LINC01133 were highlighted as markers of the immunosuppressive microenvironment. Additionally, the cascade response of pr-lncRNA-CNV-mRNA-physiological functions was revealed. Taken together, the identification of prognostic markers and carcinogenic regulatory mechanisms will contribute to the individualized treatment for LUSC and promote the development of precision medicine.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] Non-coding RNAs as Key Regulators of the Notch Signaling Pathway in Glioblastoma: Diagnostic, Prognostic, and Therapeutic Targets
    Shahcheraghi, Seyed Hossein
    Asl, Elmira Roshani
    Lotfi, Malihe
    Ayatollahi, Jamshid
    Khaleghinejad, Seyed Hossein
    Aljabali, Alaa A. A.
    Bakshi, Hamid A.
    El-Tanani, Mohamed
    Charbe, Nitin B.
    Serrano-Aroca, Angel
    Mishra, Vijay
    Mishra, Yachana
    Goyal, Rohit
    Hromic-Jahjefendic, Altijana
    Uversky, Vladimir N.
    Lotfi, Marzieh
    Tambuwala, Murtaza M.
    CNS & NEUROLOGICAL DISORDERS-DRUG TARGETS, 2024, 23 (10) : 1203 - 1216
  • [42] Non-coding RNAs are key players and promising therapeutic targets in atherosclerosis
    Yu, Zhun
    Yin, JinZhu
    Tang, ZhiTong
    Hu, Ting
    Wang, ZhuoEr
    Chen, Ying
    Liu, Tianjia
    Zhang, Wei
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2023, 11
  • [43] MicroRNAs and Other Non-Coding RNAs as Regulators, Biomarkers, and Therapeutic Targets
    Lee, Wan
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (07)
  • [44] Non-Coding RNAs as New Therapeutic Targets in the Context of Renal Fibrosis
    Van der Hauwaert, Cynthia
    Glowacki, Francois
    Pottier, Nicolas
    Cauffiez, Christelle
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2019, 20 (08)
  • [45] Non-coding RNAs: Emerging biomarkers and therapeutic targets in ulcerative colitis
    Kazmi, Imran
    Altamimi, Abdulmalik Saleh Alfawaz
    Afzal, Muhammad
    Majami, Abdullah A.
    Al Abbasi, Fahad
    Almalki, Waleed Hassan
    Alzera, Sami I.
    Kukreti, Neelima
    Fuloria, Neeraj Kumar
    Fuloria, Shivkanya
    Sekar, Mahendran
    Abida
    PATHOLOGY RESEARCH AND PRACTICE, 2024, 253
  • [46] Non-coding RNAs as therapeutic targets in cancer and its clinical application
    Leng, Xuejiao
    Zhang, Mengyuan
    Xu, Yujing
    Wang, Jingjing
    Ding, Ning
    Yu, Yancheng
    Sun, Shanliang
    Dai, Weichen
    Xue, Xin
    Li, Nianguang
    Yang, Ye
    Shi, Zhihao
    JOURNAL OF PHARMACEUTICAL ANALYSIS, 2024, 14 (07)
  • [47] Non-Coding RNAs as Biomarkers and Therapeutic Targets for Diabetic Kidney Disease
    Gu, Yue-Yu
    Lu, Fu-Hua
    Huang, Xiao-Ru
    Zhang, Lei
    Mao, Wei
    Yu, Xue-Qing
    Liu, Xu-Sheng
    Lan, Hui-Yao
    FRONTIERS IN PHARMACOLOGY, 2021, 11
  • [48] Long Non-Coding RNAs in Neuroblastoma: Pathogenesis, Biomarkers and Therapeutic Targets
    Vercouillie, Niels
    Ren, Zhiyao
    Terras, Eva
    Lammens, Tim
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (11)
  • [49] Long non-coding RNAs as biomarkers and therapeutic targets for ischemic stroke
    Sufianova, Galina
    Shumadalova, Alina
    Yao, Wenhao
    Gareev, Ilgiz
    NON-CODING RNA RESEARCH, 2022, 7 (04): : 226 - 232
  • [50] Non-coding RNAs in aortic dissection: From biomarkers to therapeutic targets
    Cheng, Mengdie
    Yang, Yanyan
    Xin, Hai
    Li, Min
    Zong, Tingyu
    He, Xingqiang
    Yu, Tao
    Xin, Hui
    JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2020, 24 (20) : 11622 - 11637