Cuproptosis status affects treatment options about immunotherapy and targeted therapy for patients with kidney renal clear cell carcinoma

被引:31
作者
Zhang, Ganghua [1 ]
Chen, Xinyu [1 ]
Fang, Jianing [1 ]
Tai, Panpan [1 ]
Chen, Aiyan [1 ]
Cao, Ke [1 ]
机构
[1] Cent South Univ, Xiangya Hosp 3, Dept Oncol, Changsha, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2022年 / 13卷
基金
中国国家自然科学基金;
关键词
kidney renal clear cell carcinoma; cuproptosis; immune cell infiltration; immunotherapy; targeted therapy; prognosis; ADJUVANT SUNITINIB; CANCER; MANAGEMENT;
D O I
10.3389/fimmu.2022.954440
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
The development of immunotherapy has changed the treatment landscape of advanced kidney renal clear cell carcinoma (KIRC), offering patients more treatment options. Cuproptosis, a novel cell death mode dependent on copper ions and mitochondrial respiration has not yet been studied in KIRC. We assembled a comprehensive cohort of The Cancer Genome Atlas (TCGA)-KIRC and GSE29609, performed cluster analysis for typing twice using seven cuproptosis-promoting genes (CPGs) as a starting point, and assessed the differences in biological and clinicopathological characteristics between different subtypes. Furthermore, we explored the tumor immune infiltration landscape in KIRC using ESTIMATE and single-sample gene set enrichment analysis (ssGSEA) and the potential molecular mechanisms of cuproptosis in KIRC using enrichment analysis. We constructed a cuproptosis score (CUS) using the Boruta algorithm combined with principal component analysis. We evaluated the impact of CUS on prognosis, targeted therapy, and immunotherapy in patients with KIRC using survival analysis, the predictions from the Cancer Immunome Atlas database, and targeted drug susceptibility analysis. We found that patients with high CUS levels show poor prognosis and efficacy against all four immune checkpoint inhibitors, and their immunosuppression may depend on TGFB1. However, the high-CUS group showed higher sensitivity to sunitinib, axitinib, and elesclomol. Sunitinib monotherapy may reverse the poor prognosis and result in higher progression free survival. Then, we identified two potential CPGs and verified their differential expression between the KIRC and the normal samples. Finally, we explored the effect of the key gene FDX1 on the proliferation of KIRC cells and confirmed the presence of cuproptosis in KIRC cells. We developed a targeted therapy and immunotherapy strategy for advanced KIRC based on CUS. Our findings provide new insights into the relationship among cuproptosis, metabolism, and immunity in KIRC.
引用
收藏
页数:20
相关论文
共 50 条
  • [31] Identification and Validation of Cuproptosis-Related LncRNA Signatures in the Prognosis and Immunotherapy of Clear Cell Renal Cell Carcinoma Using Machine Learning
    Bai, Zhixun
    Lu, Jing
    Chen, Anjian
    Zheng, Xiang
    Wu, Mingsong
    Tan, Zhouke
    Xie, Jian
    [J]. BIOMOLECULES, 2022, 12 (12)
  • [32] Low OGDHL expression affects the prognosis and immune infiltration of kidney renal clear cell carcinoma
    Xie, Zhouzhou
    Chen, Nanhui
    [J]. TRANSLATIONAL CANCER RESEARCH, 2023, 12 (11) : 3045 - 3060
  • [33] Interdisciplinary recommendations on targeted therapy in the treatment of renal cell carcinoma
    Miller, K.
    Bergmann, L.
    Albers, P.
    Jaeger, E.
    Jakse, G.
    Geschwend, J. E.
    Marschner, N.
    [J]. AKTUELLE UROLOGIE, 2007, 38 (04) : 328 - 330
  • [34] Angiokines Associated with Targeted Therapy Outcomes in Patients with Non-Clear Cell Renal Cell Carcinoma
    Armstrong, Andrew J.
    Nixon, Andrew B.
    Carmack, Andrea
    Yang, Qian
    Eisen, Tim
    Stadler, Walter M.
    Jones, Robert J.
    Garcia, Jorge A.
    Vaishampayan, Ulka N.
    Picus, Joel
    Hawkins, Robert E.
    Hainsworth, John D.
    Kollmannsberger, Christian K.
    Logan, Theodore F.
    Puzanov, Igor
    Pickering, Lisa M.
    Ryan, Christopher W.
    Protheroe, Andrew
    George, Daniel J.
    Halabi, Susan
    [J]. CLINICAL CANCER RESEARCH, 2021, 27 (12) : 3317 - 3328
  • [35] Medical treatment options in patients with metastatic renal cell carcinoma
    Haferkamp, A.
    Hohenfellner, M.
    [J]. NEPHROLOGY DIALYSIS TRANSPLANTATION, 2007, 22 (04) : 996 - 999
  • [36] Prognosis of Japanese metastatic renal cell carcinoma patients in the targeted therapy era
    Naito, Sei
    Kato, Tomoyuki
    Numakura, Kazuyuki
    Hatakeyama, Shingo
    Koguchi, Tomoyuki
    Kandori, Shuya
    Kawasaki, Yoshihide
    Adachi, Hisanobu
    Kato, Renpei
    Narita, Shintaro
    Yamamoto, Hayato
    Ogawa, Soichiro
    Kawamura, Sadafumi
    Obara, Wataru
    Ito, Akihiro
    Nishiyama, Hiroyuki
    Kojima, Yoshiyuki
    Ohyama, Chikara
    Habuchi, Tomonori
    Tsuchiya, Norihiko
    [J]. INTERNATIONAL JOURNAL OF CLINICAL ONCOLOGY, 2021, 26 (10) : 1947 - 1954
  • [37] The cuproptosis related genes signature predicts the prognosis and correlates with the immune status of clear cell renal cell carcinoma
    Sun, Peng
    Xu, Hua
    Zhu, Ke
    Li, Min
    Han, Rui
    Shen, Jiran
    Xia, Xingyuan
    Chen, Xiaojuan
    Fei, Guanghe
    Zhou, Sijing
    Wang, Ran
    [J]. FRONTIERS IN GENETICS, 2022, 13
  • [38] Systemic Treatments for Metastatic Renal Cell Carcinoma: 10-Year Experience of Immunotherapy and Targeted Therapy
    Kim, Sung Han
    Park, Weon Seo
    Kim, Sun Ho
    Joung, Jae Young
    Seo, Ho Kyung
    Lee, Kang Hyun
    Chung, Jinsoo
    [J]. CANCER RESEARCH AND TREATMENT, 2016, 48 (03): : 1092 - 1101
  • [39] Identification of immunogenic cell death-related signature on prognosis and immunotherapy in kidney renal clear cell carcinoma
    Jiang, Silin
    Dong, Yuxiang
    Wang, Jun
    Zhang, Xi
    Liu, Wei
    Wei, Yong
    Zhou, Hai
    Shen, Luming
    Yang, Jian
    Zhu, Qingyi
    [J]. FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [40] A critical appraisal of systemic treatment options for metastatic non-clear cell renal cell carcinoma
    Ismail, Salima
    Meskawi, Malek
    Hansen, Jens
    Bianchi, Marco
    Tian, Zhe
    Latour, Mathieu
    Graefen, Markus
    Montorsi, Francesco
    Quoc-Dien Trinh
    Perrotte, Paul
    Karakiewicz, Pierre I.
    Sun, Maxine
    [J]. CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2014, 90 (01) : 49 - 57