Identification of temozolomide resistance factors in glioblastoma via integrative miRNA/mRNA regulatory network analysis

被引:31
作者
Hiddingh, Lotte [1 ,2 ,4 ]
Raktoe, Rajiv S. [4 ]
Jeuken, Judith [5 ]
Hulleman, Esther [2 ,4 ]
Noske, David P. [1 ,4 ]
Kaspers, Gertjan J. L. [2 ]
Vandertop, W. Peter [1 ]
Wesseling, Pieter [3 ,4 ,6 ]
Wurdinger, Thomas [1 ,4 ,7 ,8 ]
机构
[1] Vrije Univ Amsterdam Med Ctr, Dept Neurosurg, Amsterdam, Netherlands
[2] Vrije Univ Amsterdam Med Ctr, Dept Pediat Oncol, Amsterdam, Netherlands
[3] Vrije Univ Amsterdam Med Ctr, Dept Pathol, Amsterdam, Netherlands
[4] Vrije Univ Amsterdam Med Ctr, Canc Ctr Amsterdam, Neurooncol Res Grp, Amsterdam, Netherlands
[5] PAMM, Dept Pathol, Eindhoven, Netherlands
[6] Radboud Univ Nijmegen, Med Ctr, Dept Pathol, NL-6525 ED Nijmegen, Netherlands
[7] Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA
[8] Harvard Univ, Sch Med, Boston, MA USA
关键词
O-6-METHYLGUANINE-DNA METHYLTRANSFERASE; ADJUVANT TEMOZOLOMIDE; PHF6; MUTATIONS; MSH6; GLIOMA-CELLS; EXPRESSION; MICRORNA; APOPTOSIS; CONCOMITANT; CHEMOSENSITIVITY;
D O I
10.1038/srep05260
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Drug resistance is a major issue in the treatment of glioblastoma. Almost all glioblastomas are intrinsically resistant to chemotherapeutic temozolomide (TMZ) or develop resistance during treatment. The interaction networks of microRNAs (miRNAs) and mRNAs likely regulate most biological processes and can be employed to better understand complex processes including drug resistance in cancer. In this study, we examined if integrative miRNA/mRNA network analysis using the web-service tool mirConnX could be used to identify drug resistance factors in glioblastoma. We used TMZ-resistant glioblastoma cells and their integrated miRNA/mRNA networks to identify TMZ-sensitizing factors. TMZ resistance was previously induced in glioblastoma cell lines U87, Hs683, and LNZ308. miRNA/mRNA expression profiling of these cells and integration of the profiles using mirConnX resulted in the identification of plant homeodomain (PHD)-like finger 6 (PHF6) as a potential TMZ-sensitizing factor in resistant glioblastoma cells. Analysis of PHF6 expression showed significant upregulation in glioblastoma as compared to normal tissue. Interference with PHF6 expression in three TMZ-resistant subclones significantly enhanced TMZ-induced cell kill in two of these cell lines. Altogether, these results demonstrate that mirConnX is a feasible and useful tool to investigate miRNA/mRNA interactions in TMZ-resistant cells and has potential to identify drug resistance factors in glioblastoma.
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页数:10
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