The roles of ferroptosis regulatory gene SLC7A11 in renal cell carcinoma: A multi-omics study

被引:43
作者
Xu, Fangshi [1 ,2 ]
Guan, Yibing [1 ,2 ]
Xue, Li [2 ]
Zhang, Peng [2 ]
Li, Mingrui [1 ,2 ]
Gao, Mei [2 ]
Chong, Tie [2 ]
机构
[1] Xi An Jiao Tong Univ, Dept Med, Xian, Shaanxi, Peoples R China
[2] Xi An Jiao Tong Univ, Dept Urol, Affiliated Hosp 2, 157 West Five Rd, Xian 710000, Shaanxi, Peoples R China
来源
CANCER MEDICINE | 2021年 / 10卷 / 24期
基金
中国国家自然科学基金;
关键词
ferroptosis; metabolism; prognosis; renal cell carcinoma; tumor immune environment; CANCER; METABOLISM; GENOMICS;
D O I
10.1002/cam4.4395
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background The ferroptosis inhibitory gene Solute carrier family 7 member 11 (SLC7A11) provides a new strategy for anticancer treatment. However, its function in renal cell carcinoma (RCC) remains elusive. Methods The expression and somatic mutation information of SLC7A11 in RCC samples were determined using The Cancer Genome Atlas (TCGA), International Cancer Genome Consortium (ICGC), Gene Expression Omnibus (GEO), Oncomine, and cBioPortal databases. The prognostic value of SLC7A11 was assessed through survival analysis, Receiver operating characteristic curve (ROC) analysis, independent prognostic analysis, clinical subgroup analysis, and nomogram. Its prognostic value was also validated in the ICGC and cohorts. Gene set enrichment analysis (GSEA) was employed to investigate the effects of SLC7A11 on multiple metabolic pathways. The CIBERSORT algorithm and single-sample gene set enrichment analysis (ssGSEA) method were applied to evaluate the effects of SLC7A11 on the tumor immune microenvironment (TIM). SLC7A11's therapeutic correlations were analyzed using the , , and GSDC datasets. Finally, the biofunctions of SLC7A11 in renal cancer cells and ferroptosis were ascertained by MTT, wound healing, transwell, and western blot assays. Results Through multiple datasets, SLC7A11 was found to be markedly upregulated in RCC. In terms of prognosis, SLC7A11 overexpression conferred a worse prognosis and was identified as an independent prognostic factor. Its prognostic value was validated in ICGC cohort. Moreover, high SL7CA11 expression could stimulate nucleotides, fatty acids, and amino acid metabolism to meet the proliferative consumption of tumor cells. As for the immune effect, SLC7A11 suppressed antitumor immunity by reducing the abundances of CD8+ T and NK cells. Regarding the therapeutic response, SLC7A11 expression was not correlated with the sensitivities of most chemotherapy and targeted drugs. Finally, SLC7A11 promoted the proliferation, migration, and invasion of renal cancer cells by enhancing GPX4 output, which in turn inhibits ferroptosis. Conclusions SLC7A11 not only deeply influences RCC prognosis and TIM, but also promotes RCC progression by inhibiting ferroptosis and inducing metabolic reprogramming. In addition, SLC7A11 weakly affects the therapeutic effect and sensitivities of multiple chemotherapy and targeted drugs.
引用
收藏
页码:9078 / 9096
页数:19
相关论文
共 51 条
  • [1] Crucial players in glycolysis: Cancer progress
    Abbaszadeh, Zaka
    Cesmeli, Selin
    Avci, Cigir Biray
    [J]. GENE, 2020, 726
  • [2] Nucleotide metabolism, oncogene-induced senescence and cancer
    Aird, Katherine M.
    Zhang, Rugang
    [J]. CANCER LETTERS, 2015, 356 (02) : 204 - 210
  • [3] Serine and glycine metabolism in cancer
    Amelio, Ivano
    Cutruzzola, Francesca
    Antonov, Alexey
    Agostini, Massimiliano
    Melino, Gerry
    [J]. TRENDS IN BIOCHEMICAL SCIENCES, 2014, 39 (04) : 191 - 198
  • [4] Ando Makoto, 2020, Immunol Med, V43, P1, DOI 10.1080/25785826.2019.1698261
  • [5] The Changing Therapeutic Landscape of Metastatic Renal Cancer
    Angulo, Javier C.
    Shapiro, Oleg
    [J]. CANCERS, 2019, 11 (09)
  • [6] Cutoff Finder: A Comprehensive and Straightforward Web Application Enabling Rapid Biomarker Cutoff Optimization
    Budczies, Jan
    Klauschen, Frederick
    Sinn, Bruno V.
    Gyoerffy, Balazs
    Schmitt, Wolfgang D.
    Darb-Esfahani, Silvia
    Denkert, Carsten
    [J]. PLOS ONE, 2012, 7 (12):
  • [7] 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
  • [8] Chen BB, 2018, METHODS MOL BIOL, V1711, P243, DOI 10.1007/978-1-4939-7493-1_12
  • [9] Circular RNA circKIF4A facilitates the malignant progression and suppresses ferroptosis by sponging miR-1231 and upregulating GPX4 in papillary thyroid cancer
    Chen, Wenkuan
    Fu, Jianchang
    Chen, Yingle
    Li, Yudong
    Ning, Li
    Huang, Dou
    Yan, Shumei
    Zhang, Quan
    [J]. AGING-US, 2021, 13 (12): : 16500 - 16512
  • [10] Pharmacological inhibition of cystine-glutamate exchange induces endoplasmic reticulum stress and ferroptosis
    Dixon, Scott J.
    Patel, Darpan
    Welsch, Matthew
    Skouta, Rachid
    Lee, Eric
    Hayano, Miki
    Thomas, Ajit G.
    Gleason, Caroline
    Tatonetti, Nicholas
    Slusher, Barbara S.
    Stockwell, Brent R.
    [J]. ELIFE, 2014, 3