In Vitro and In Silico Analysis of Epithelial-Mesenchymal Transition and Cancer Stemness as Prognostic Markers of Clear Cell Renal Cell Carcinoma

被引:5
|
作者
Sharma, Revati [1 ,2 ]
Balta, Showan [3 ]
Raza, Ali [1 ,2 ]
Escalona, Ruth M. [1 ,4 ,5 ]
Kannourakis, George [1 ,2 ]
Prithviraj, Prashanth [1 ,2 ]
Ahmed, Nuzhat [1 ,2 ,4 ,5 ,6 ]
机构
[1] Fiona Elsey Canc Res Inst, Ballarat, Vic 3353, Australia
[2] Federat Univ Australia, Hlth Innovat & Transformat Ctr, Mt Helen Campus, Ballarat, Vic 3350, Australia
[3] Ballarat Base Hosp, Dorevitch Pathol, Drummond St, Ballarat, Vic 3350, Australia
[4] Hudson Inst Med Res, Ctr Reprod Hlth, 27-31 Wright St, Clayton, Vic 3168, Australia
[5] Monash Univ, Dept Mol & Translat Sci, Clayton, Vic 3168, Australia
[6] Univ Melbourne, Dept Obstet & Gynaecol, Parkville, Vic 3010, Australia
关键词
clear cell renal cell carcinoma; epithelial-mesenchymal transition; cancer stem cells; prognostic markers; N-CADHERIN; EXPRESSION; PROGRESSION; PLASTICITY; EMT; OVEREXPRESSION; BIOMARKERS; THERAPY; HYPOXIA; CD133;
D O I
10.3390/cancers15092586
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Clear cell renal cell carcinoma (ccRCC) is a highly aggressive cancer responsible for about 85% of kidney cancers. The majority of the incidentally detected renal masses are small and confined to the kidney; however, a significant number of patients initially present with progressive metastatic cancer succumb to the disease in a short time frame. High levels of expression of hypoxia-inducible transcription factors (HIF) resulting in the downstream epithelial-mesenchymal transition (EMT) pathway and features of cancer stem cells (CSCs) leads to an aggressive and drug-resistant phenotype in ccRCC. In this paper, using data from in-house collected patient tumours and public domain datasets, we highlight EMT and CSC to be prominent players in ccRCC progression. Using these approaches of analysis, we show the development of multi-marker diagnostic and prognostic signatures, which may stratify high-risk patients likely to progress to metastatic disease. The process of epithelial-mesenchymal transition (EMT) involves the phenotypic transformation of cells from epithelial to mesenchymal status. The cells exhibiting EMT contain features of cancer stem cells (CSC), and the dual processes are responsible for progressive cancers. Activation of hypoxia-inducible factors (HIF) is fundamental to the pathogenesis of clear cell renal cell carcinoma (ccRCC), and their role in promoting EMT and CSCs is crucial for ccRCC tumour cell survival, disease progression, and metastatic spread. In this study, we explored the status of HIF genes and their downstream targets, EMT and CSC markers, by immunohistochemistry on in-house accrued ccRCC biopsies and adjacent non-tumorous tissues from patients undergoing partial or radical nephrectomy. In combination, we comprehensively analysed the expression of HIF genes and its downstream EMT and CSC-associated targets relevant to ccRCC by using publicly available datasets, the cancer genome atlas (TCGA) and the clinical proteome tumour analysis consortium (CPTAC). The aim was to search for novel biological prognostic markers that can stratify high-risk patients likely to experience metastatic disease. Using the above two approaches, we report the development of novel gene signatures that may help to identify patients at a high risk of developing metastatic and progressive disease.
引用
收藏
页数:31
相关论文
共 50 条
  • [11] Molecular Characterization of Clear Cell Renal Cell Carcinoma Reveals Prognostic Significance of Epithelial-mesenchymal Transition Gene Expression Signature
    Nallandhighal, Srinivas
    Vince, Randy
    Karim, Razeen
    Groves, Skylar
    Stangl-Kremser, Judith
    Russell, Christopher
    Hu, Kevin
    Pham, Trinh
    Cani, Andi K.
    Liu, Chia-Jen
    Zaslavsky, Alexander
    Mehra, Rohit
    Cieslik, Marcin
    Morgan, Todd M.
    Palapattu, Ganesh S.
    Udager, Aaron M.
    Salami, Simpa S.
    EUROPEAN UROLOGY ONCOLOGY, 2022, 5 (01): : 92 - 99
  • [12] Validation of a 22-gene epithelial-mesenchymal transition (EMT) prognostic signature in clear cell renal cell carcinoma.
    Cotta, Brittney
    Nallandhighal, Srinivas
    Stangl-Kremser, Judith
    Pham, Trinh
    Tosoian, Jeffrey J.
    Marchetti, Kathryn
    Berends, Joel
    Maruf, Mahir
    Tomlins, Scott A.
    Morgan, Todd Matthew
    Palapattu, Ganesh S.
    Adbulfatah, Eman
    Udager, Aaron M.
    Salami, Simpa
    JOURNAL OF CLINICAL ONCOLOGY, 2022, 40 (06)
  • [13] Pan-cancer analysis reveals the prognostic gene CASR suppresses tumor progression and epithelial-mesenchymal transition in renal clear cell carcinoma
    Zhou, Zijian
    Feng, Dexiang
    Yang, Yuanyuan
    Gao, Peng
    Wang, Lujia
    Wu, Zhong
    CELL CALCIUM, 2023, 116
  • [14] Epithelial-mesenchymal transition as a mechanism of resistance to tyrosine kinase inhibitors in clear cell renal cell carcinoma
    Hwang, Hee Sang
    Go, Heounjeong
    Park, Ja-Min
    Yoon, Sun Young
    Lee, Jae-Lyun
    Jeong, Se Un
    Cho, Yong Mee
    LABORATORY INVESTIGATION, 2019, 99 (05) : 659 - 670
  • [15] Biomarkers of epithelial-mesenchymal transition in localized, surgically treated clear-cell renal cell carcinoma
    Gasinska, Anna
    Jaszczynski, Janusz
    Adamczyk, Agnieszka
    Janecka-Widla, Anna
    Wilk, Waclaw
    Cichocka, Anna
    Stelmach, Andrzej
    FOLIA HISTOCHEMICA ET CYTOBIOLOGICA, 2018, 56 (04) : 195 - 206
  • [16] DCLK1 is a broadly dysregulated target against epithelial-mesenchymal transition, focal adhesion, and stemness in clear cell renal carcinoma
    Weygant, Nathaniel
    Qu, Dongfeng
    May, Randal
    Tierney, Ryan M.
    Berry, William L.
    Zhao, Lichao
    Agarwal, Shweta
    Chandrakesan, Parthasarathy
    Sureban, Sripathi M.
    Schlosser, Michael J.
    Tomasek, James J.
    Houchen, Courtney W.
    CANCER RESEARCH, 2015, 75
  • [17] Epithelial to Mesenchymal Transition in Clear Cell Renal Cell Carcinoma with Rhabdoid Features
    Sugimoto, Masaaki
    Kohashi, Kenichi
    Itsumi, Momoe
    Shiota, Masaki
    Abe, Tatsuro
    Yamada, Yuichi
    Kuroiwa, Kentaro
    Naito, Seiji
    Oda, Yoshinao
    PATHOBIOLOGY, 2016, 83 (06) : 277 - 286
  • [18] Epithelial-mesenchymal transition as a mechanism of the acquired tyrosine kinase inhibitor resistance in clear cell renal cell carcinoma
    Hwang, Sang
    Go, Heounjeong
    Park, Ja-Min
    Yoon, Sun Young
    Lee, Jae-Lyun
    Jeong, Se Un
    Cho, Yong Mee
    MODERN PATHOLOGY, 2018, 31 : 351 - 351
  • [19] DCLK1 is a broadly dysregulated target against epithelial-mesenchymal transition, focal adhesion, and stemness in clear cell renal carcinoma
    Weygant, Nathaniel
    Qu, Dongfeng
    May, Randal
    Tierney, Ryan M.
    Berry, William L.
    Zhao, Lichao
    Agarwal, Shweta
    Chandrakesan, Parthasarathy
    Chinthalapally, Harisha R.
    Murphy, Nicholas T.
    Li, James D.
    Sureban, Sripathi M.
    Schlosser, Michael J.
    Tomasek, James J.
    Houchen, Courtney W.
    ONCOTARGET, 2015, 6 (04) : 2193 - 2205
  • [20] Downregulation of NEBL promotes migration and invasion of clear cell renal cell carcinoma by inducing epithelial-mesenchymal transition
    Zhao, Ran
    Liang, Ziyuan
    Chu, Jiemei
    Zheng, Qian
    Zhao, Jun
    Tang, Shiyue
    Chen, Qiaoli
    Huang, Yiying
    Zhou, Xiaoying
    Pan, Xinli
    PATHOLOGY RESEARCH AND PRACTICE, 2024, 254