Molecular pathways in glioblastoma-derived stem cells to identify effective drug agents: A bioinformatics study

被引:3
|
作者
Mirzaei, Tahereh [1 ]
Sheikholeslami, Seyed Amir [2 ]
Bereimipour, Ahmad [6 ,7 ]
Jalili, Arsalan [6 ]
Zali, Alireza [3 ]
Sharbati, Sheida [4 ]
Kaveh, Vahid [8 ]
Salari, Sina [5 ]
机构
[1] Rajiv Gandhi Univ Hlth Sci, Nargund Coll Pharm, Bengaluru, Karnataka, India
[2] Shahid Beheshti Univ Med Sci, Imam Hossein Hosp, Dept Hematol & Oncol, Tehran, Iran
[3] Shahid Beheshti Univ Med Sci, Funct Neurosurg Res Ctr, Shohada Tajrish Comprehens Neurosurg Ctr Excellen, Tehran, Iran
[4] Shahid Beheshti Univ Med Sci, Taleghani Hosp, Dept Pharmaceut, Sch Pharm, Tehran, Iran
[5] Shahid Beheshti Univ Med Sci, Taleghani Hosp, Dept Med Oncol, Hematol, Tehran, Iran
[6] ACECR, Royan Inst Stem Cell Biol & Technol, Cell Sci Res Ctr, Dept Stem Cells & Dev Biol, Tehran, Iran
[7] Univ Sci & Culture, Fac Sci & Adv Technol Biol, Tehran, Iran
[8] Iran Univ Med Sci, Dept Med Oncol, Hematol, Tehran, Iran
关键词
Cancer stem cells; chemo resistance; drug compounds; glioblastoma; RNA- seq analysis; CYCLOSPORINE-A; EXPRESSION; CHLORAMBUCIL; ETOPOSIDE; IDENTIFICATION; DOXORUBICIN; BREAST; RETINOBLASTOMA; CYTOTOXICITY; SENSITIVITY;
D O I
10.4103/jfmpc.jfmpc_1436_21
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background and Aim: Glioblastoma multiform (GBM) is considered as one of the malignant brain tumors that affect a wide range of people every year. Cancer stem cells, as essential factors, are resistant to chemotherapy drugs and complicate treatments. Therefore, finding critical molecular pathways in GBM-derived stem cells, and selecting the appropriate drug agents can prove more effective treatment approaches for GBM. Method: In this study, using RNA-Seq data, we performed continuous bioinformatics analyses and examined the up-and down-regulated genes from GBM-derived stem cells samples. Afterward, we separated the signaling pathways using the KEGG database and measured the protein interactions with the STRING database. Then, using the Drug matrix database, we nominated drugs that could affect these genes. Results: The first 20 pathways on tumorigenesis and 41 up-regulated and 73 down-regulated genes were selected. These genes were most active in the pathways involved in cell division, metabolism, cytoskeleton, cell adhesion molecules, and extracellular space. We then examined the candidate genes and the approach of the drugs that target these genes. Chlorambucil, cyclosporine A, doxorubicin, and etoposide were selected as the drug agents. Conclusion: Using integrated bioinformatics analyses, it was found that prominent genes in the cell cycle and cytoskeletal pathways are more expressed in cancer stem cells and that Chlorambucil, cyclosporine A, doxorubicin, and etoposide can be effective compounds to attenuate these cells.
引用
收藏
页码:2856 / 2864
页数:9
相关论文
共 38 条
  • [31] Molecular study of the proliferation process of beta cells derived from pluripotent stem cells
    Akhavan, Saeedeh
    Tutunchi, Sara
    Malmir, Ali
    Ajorlou, Parisa
    Jalili, Arsalan
    Panahi, Ghodratollah
    MOLECULAR BIOLOGY REPORTS, 2022, 49 (02) : 1429 - 1436
  • [32] Molecular characteristics of single patient-derived glioma stem-like cells from primary and recurrent glioblastoma
    Shi, Jia
    Dong, Xuchen
    Han, Wei
    Zhou, Peng
    Liu, Liang
    Wang, Haiyang
    Jiang, Qianqian
    Li, Haoran
    Cheng, Shan
    Li, Suwen
    Yuan, Jiaqi
    Qian, Zhiyuan
    Dong, Jun
    ANTI-CANCER DRUGS, 2022, 33 (01) : E381 - E388
  • [33] Effective Generation of Functional Pancreatic β Cells from Human-Derived Dental Stem Cells of Apical Papilla and Bone-Marrow-Derived Stem Cells: A Comparative Study
    Abuarqoub, Duaa
    Adwan, Sofia
    Zaza, Rand
    Wehaibi, Suha
    Aslam, Nazneen
    Jafar, Hanan
    Qinnah, Nidal
    Awidi, Abdalla
    PHARMACEUTICALS, 2023, 16 (05)
  • [34] Molecular pathways reflecting poor intrauterine growth are found in Wharton's jelly-derived mesenchymal stem cells
    Sukarieh, Rami
    Joseph, Roy
    Leow, Shi Chi
    Li, Ying
    Loeffler, Mona
    Aris, Izzuddin M.
    Tan, Jun Hao
    Teh, Ai Ling
    Chen, Li
    Holbrook, Joanna D.
    Ng, Kai Lyn
    Lee, Yung Seng
    Chong, Yap Seng
    Summers, Scott A.
    Gluckman, Peter D.
    Stuenkel, Walter
    HUMAN REPRODUCTION, 2014, 29 (10) : 2287 - 2301
  • [35] Feasibility study of using high-throughput drug sensitivity testing to target recurrent glioblastoma stem cells for individualized treatment
    Skaga, Erlend
    Kulesskiy, Evgeny
    Brynjulvsen, Marit
    Sandberg, Cecilie J.
    Potdar, Swapnil
    Langmoen, Iver A.
    Laakso, Aki
    Gaal-Paavola, Emilia
    Perola, Markus
    Wennerberg, Krister
    Vik-Mo, Einar O.
    CLINICAL AND TRANSLATIONAL MEDICINE, 2019, 8 (01):
  • [36] Large-Scale Drug Screening in Patient-Derived IDHmut Glioma Stem Cells Identifies Several Efficient Drugs among FDA-Approved Antineoplastic Agents
    Trong, Philip Dao
    Jungwirth, Gerhard
    Yu, Tao
    Pusch, Stefan
    Unterberg, Andreas
    Herold-Mende, Christel
    Warta, Rolf
    CELLS, 2020, 9 (06)
  • [37] Temozolomide-Moringa Loaded in Adipose Stem Cell-Derived Exosomes Inducing Apoptosis in Glioblastoma Cells via the JAK2-STAT3 Pathway: A Molecular in Vitro Study
    Pourmasoumi, Parvin
    Abdouss, Majid
    Farhadi, Mona
    Jameie, Seyed Behnamedin
    Khonakdar, Hossein Ali
    IRANIAN JOURNAL OF CHEMISTRY & CHEMICAL ENGINEERING-INTERNATIONAL ENGLISH EDITION, 2024, 43 (09): : 3467 - 3478
  • [38] A Comparative Study of Growth Kinetics, In Vitro Differentiation Potential and Molecular Characterization of Fetal Adnexa Derived Caprine Mesenchymal Stem Cells
    Somal, Anjali
    Bhat, Irfan A.
    Indu, B.
    Pandey, Sriti
    Panda, Bibhudatta S. K.
    Thakur, Nipuna
    Sarkar, Mihir
    Chandra, Vikash
    Saikumar, G.
    Sharma, G. Taru
    PLOS ONE, 2016, 11 (06):