Identification and analysis of a prognostic ferroptosis and iron-metabolism signature for esophageal squamous cell carcinoma

被引:27
作者
Zhao, Mengnan [1 ]
Li, Ming [1 ]
Zheng, Yuansheng [1 ]
Hu, Zhengyang [1 ]
Liang, Jiaqi [1 ]
Bi, Guoshu [1 ]
Bian, Yunyi [1 ]
Sui, Qihai [1 ]
Zhan, Cheng [1 ]
Lin, Miao [1 ]
Wang, Qun [1 ]
机构
[1] Fudan Univ, Zhongshan Hosp, Dept Thorac Surg, Shanghai 200032, Peoples R China
来源
JOURNAL OF CANCER | 2022年 / 13卷 / 05期
关键词
esophageal squamous cell carcinoma; GEO database; TCGA database; TMB; GDSC database; Connectivity Map database; EXPRESSION; CANCER; BIOMARKER; TRANSPORTER; SUBTYPES; IMMUNE; GROWTH; SLC3A2; GENES;
D O I
10.7150/jca.68568
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: The role of ferroptosis in esophageal squamous cell carcinoma (ESCC) is still unclear. Methods: The association of iron metabolism and ferroptosis-related genes with the prognosis, copy number variation (CNV), TMB, and immune cell infiltration of ESCC was explored using data from the GEO and TCGA database and validated by immunofluorescence in 112 ESCC patients from our center. The potential anti-cancer drugs and compounds from the GDSC and the Connectivity Map database were also screened. Results: A total of 117 iron metabolism and ferroptosis-related genes were identified. We found the expressions of PRNP, SLC3A2, SLC39A8, and SLC39A14 negatively related to the prognosis of ESCC patients, while ATP6V0A1 and LCN2 were opposite, which was validated in 112 ESCC samples from our center. And a prognostic signature was constructed based on their expressions and Cox regression coefficient (beta). The low-score group exhibited a significantly worse OS. Besides, analysis of 179 ESCC samples from GSE53625 revealed that patients of poorly differentiation, more than 60 years, T4 stage, advanced N stage, advanced stage, and adjuvant therapy also exhibited a significantly shorter OS, based on which a nomogram to predict the OS was established. Moreover, the low-score group exhibited significantly higher CNV and TMB and more frequent mutations of TP53, MUC16, and NOTCH1. Higher proportion of Macrophages M2, and lower proportion of T cells follicular helper were observed in the low-score group. We discovered that AZD7762, Sunitinib, Cytarabine, Docetaxel, Vinblastine, and Elesclomol exhibited lower IC50 in the low-score group. And 20 potential compounds were identified from the CMap database. Conclusions: Six iron metabolism and ferroptosis-related genes were associated with the prognosis, CNV, TMB, and immune cell infiltration of ESCC. Some potential anti-cancer drugs and compounds may be helpful for OS.
引用
收藏
页码:1611 / 1622
页数:12
相关论文
共 53 条
  • [1] Signatures of mutational processes in human cancer
    Alexandrov, Ludmil B.
    Nik-Zainal, Serena
    Wedge, David C.
    Aparicio, Samuel A. J. R.
    Behjati, Sam
    Biankin, Andrew V.
    Bignell, Graham R.
    Bolli, Niccolo
    Borg, Ake
    Borresen-Dale, Anne-Lise
    Boyault, Sandrine
    Burkhardt, Birgit
    Butler, Adam P.
    Caldas, Carlos
    Davies, Helen R.
    Desmedt, Christine
    Eils, Roland
    Eyfjord, Jorunn Erla
    Foekens, John A.
    Greaves, Mel
    Hosoda, Fumie
    Hutter, Barbara
    Ilicic, Tomislav
    Imbeaud, Sandrine
    Imielinsk, Marcin
    Jaeger, Natalie
    Jones, David T. W.
    Jones, David
    Knappskog, Stian
    Kool, Marcel
    Lakhani, Sunil R.
    Lopez-Otin, Carlos
    Martin, Sancha
    Munshi, Nikhil C.
    Nakamura, Hiromi
    Northcott, Paul A.
    Pajic, Marina
    Papaemmanuil, Elli
    Paradiso, Angelo
    Pearson, John V.
    Puente, Xose S.
    Raine, Keiran
    Ramakrishna, Manasa
    Richardson, Andrea L.
    Richter, Julia
    Rosenstiel, Philip
    Schlesner, Matthias
    Schumacher, Ton N.
    Span, Paul N.
    Teague, Jon W.
    [J]. NATURE, 2013, 500 (7463) : 415 - +
  • [2] Ferroptosis at the crossroads of cancer-acquired drug resistance and immune evasion
    Angeli, Jose Pedro Friedmann
    Krysko, Dmitri, V
    Conrad, Marcus
    [J]. NATURE REVIEWS CANCER, 2019, 19 (07) : 405 - 414
  • [3] Immune and Stromal Classification of Colorectal Cancer Is Associated with Molecular Subtypes and Relevant for Precision Immunotherapy
    Becht, Etienne
    de Reynies, Aurelien
    Giraldo, Nicolas A.
    Pilati, Camilla
    Buttard, Benedicte
    Lacroix, Laetitia
    Selves, Janick
    Sautes-Fridman, Catherine
    Laurent-Puig, Pierre
    Fridman, Wolf Herman
    [J]. CLINICAL CANCER RESEARCH, 2016, 22 (16) : 4057 - 4066
  • [4] Tryparedoxin peroxidase-deficiency commits trypanosomes to ferroptosis-type cell death
    Bogacz, Marta
    Krauth-Siegel, R. Luise
    [J]. ELIFE, 2018, 7
  • [5] Cellular prion protein contributes to LS 174T colon cancer cell carcinogenesis by increasing invasiveness and resistance against doxorubicin-induced apoptosis
    Chieng, Cornelius Kwang-Lee
    Say, Yee-How
    [J]. TUMOR BIOLOGY, 2015, 36 (10) : 8107 - 8120
  • [6] Cellular prion protein controls stem cell-like properties of human glioblastoma tumor-initiating cells
    Corsaro, Alessandro
    Bajetto, Adriana
    Thellung, Stefano
    Begani, Giulia
    Villa, Valentina
    Nizzari, Mario
    Pattarozzi, Alessandra
    Solari, Agnese
    Gatti, Monica
    Pagano, Aldo
    Wurth, Roberto
    Daga, Antonio
    Barbieri, Federica
    Florio, Tullio
    [J]. ONCOTARGET, 2016, 7 (25) : 38638 - 38657
  • [7] SLC3A2/CD98hc, autophagy and tumor radioresistance: a link confirmed
    Digomann, David
    Linge, Annett
    Dubrovska, Anna
    [J]. AUTOPHAGY, 2019, 15 (10) : 1850 - 1851
  • [8] Ding BS, 2019, AM J TRANSL RES, V11, P486
  • [9] Ferroptosis: An Iron-Dependent Form of Nonapoptotic Cell Death
    Dixon, Scott J.
    Lemberg, Kathryn M.
    Lamprecht, Michael R.
    Skouta, Rachid
    Zaitsev, Eleina M.
    Gleason, Caroline E.
    Patel, Darpan N.
    Bauer, Andras J.
    Cantley, Alexandra M.
    Yang, Wan Seok
    Morrison, Barclay, III
    Stockwell, Brent R.
    [J]. CELL, 2012, 149 (05) : 1060 - 1072
  • [10] A novel iron-regulated metal transporter from plants identified by functional expression in yeast
    Eide, D
    Broderius, M
    Fett, J
    Guerinot, ML
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1996, 93 (11) : 5624 - 5628