Gene expression and molecular pathway activation signatures of MYCN-amplified neuroblastomas

被引:21
作者
Petrov, Ivan [1 ,2 ,3 ,4 ]
Suntsova, Maria [1 ,5 ]
Ilnitskaya, Elena [2 ]
Roumiantsev, Sergey [6 ]
Sorokin, Maxim [7 ,8 ]
Garazha, Andrew [1 ,9 ]
Spirin, Pavel [10 ]
Lebedev, Timofey [10 ]
Gaifullin, Nurshat [11 ]
Larin, Sergey [1 ]
Kovalchuk, Olga [12 ]
Konovalov, Dmitry [1 ,13 ]
Prassolov, Vladimir [10 ]
Roumiantsev, Alexander [1 ]
Buzdin, Anton [1 ,5 ,7 ]
机构
[1] D Rogachev Fed Res Ctr Pediat Hematol Oncol & Imm, Moscow, Russia
[2] First Oncol Res & Advisory Ctr, Moscow, Russia
[3] Moscow Inst Phys & Technol, Moscow, Russia
[4] Russian Acad Sci, VA Trapeznikov Inst Control Sci, Moscow, Russia
[5] Shemyakin Ovchinnikov Inst Bioorgan Chem, Grp Genom Regulat Cell Signaling Syst, Moscow, Russia
[6] NI Pirogov Russian Natl Res Med Univ, Dept Oncol Hematol & Radiol, Moscow, Russia
[7] Natl Res Ctr Kurchatov Inst, Ctr Convergence Nano Bio Informat & Cognit Sci &, Moscow, Russia
[8] Pathway Pharmaceut, Hong Kong, Hong Kong, Peoples R China
[9] IC Skolkovo, Ctr Biogerontol & Regenerat Med, Moscow, Russia
[10] Russian Acad Sci, Engelhardt Inst Mol Biol, Mosow, Russia
[11] Moscow MV Lomonosov State Univ, Fac Fundamental Med, Moscow, Russia
[12] Univ Lethbridge, Dept Biol Sci, Lethbridge, AB, Canada
[13] Minist Healthcare Russian Federat, Fed State Budgetary Educ Inst Further Profess Edu, Moscow, Russia
基金
俄罗斯科学基金会;
关键词
neuroblastoma; MYCN-amplification; pediatric; gene expression; signaling pathways; N-MYC; SURVIVAL; CANCER; PROLIFERATION; PROGRESSION; ONCOFINDER; RECEPTOR; BIOLOGY; CELL;
D O I
10.18632/oncotarget.19662
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Neuroblastoma is a pediatric cancer arising from sympathetic nervous system. Remarkable heterogeneity in outcomes is one of its widely known features. One of the traits strongly associated with the unfavorable subtype is the amplification of oncogene MYCN. Here, we performed cross-platform biomarker detection by comparing gene expression and pathway activation patterns from the two literature reports and from our experimental dataset, combining profiles for the 761 neuroblastoma patients with known MYCN amplification status. We identified 109/25 gene expression /pathway activation biomarkers strongly linked with the MYCN amplification. The marker genes/pathways are involved in the processes of purine nucleotide biosynthesis, ATP-binding, tetrahydrofolate metabolism, building mitochondrial matrix, biosynthesis of amino acids, tRNA aminoacylation and NADP-linked oxidation-reduction processes, as well as in the tyrosine phosphatase activity, p53 signaling, cell cycle progression and the G1/S and G2/M checkpoints. To connect molecular functions of the genes involved in MYCN-amplified phenotype, we built a new molecular pathway using known intracellular protein interaction networks. The activation of this pathway was highly selective in discriminating MYCN-amplified neuroblastomas in all three datasets. Our data also suggest that the phosphoinositide 3-kinase (PI3K) inhibitors may provide new opportunities for the treatment of the MYCN-amplified neuroblastoma subtype.
引用
收藏
页码:83768 / 83780
页数:13
相关论文
共 48 条
  • [11] Estrogen receptor a enhances the transcriptional activity of ETS-1 and promotes the proliferation, migration and invasion of neuroblastoma cell in a ligand dependent manner
    Cao, Peng
    Feng, Fan
    Dong, Guofu
    Yu, Chunyong
    Feng, Sizhe
    Song, Erlin
    Shi, Guobing
    Liang, Yong
    Liang, Guobiao
    [J]. BMC CANCER, 2015, 15
  • [12] Identification and Pharmacological Inactivation of the MYCN Gene Network as a Therapeutic Strategy for Neuroblastic Tumor Cells
    Chayka, Olesya
    D'Acunto, Cosimo Walter
    Middleton, Odette
    Arab, Maryann
    Sala, Arturo
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2015, 290 (04) : 2198 - 2212
  • [13] Metastatic sites in stage IV and IVS neuroblastoma correlate with age, tumor biology, and survival
    DuBois, SG
    Kalika, Y
    Lukens, JN
    Brodeur, GM
    Seeger, RC
    Atkinson, JB
    Haase, GM
    Black, CT
    Perez, C
    Shimada, H
    Gerbing, R
    Stram, DO
    Matthay, KK
    [J]. JOURNAL OF PEDIATRIC HEMATOLOGY ONCOLOGY, 1999, 21 (03) : 181 - 189
  • [14] BioMart and Bioconductor: a powerful link between biological databases and microarray data analysis
    Durinck, S
    Moreau, Y
    Kasprzyk, A
    Davis, S
    De Moor, B
    Brazma, A
    Huber, W
    [J]. BIOINFORMATICS, 2005, 21 (16) : 3439 - 3440
  • [15] Relapsed neuroblastomas show frequent RAS-MAPK pathway mutations
    Eleveld, Thomas F.
    Oldridge, Derek A.
    Bernard, Virginie
    Koster, Jan
    Daage, Leo Colmet
    Diskin, Sharon J.
    Schild, Linda
    Bentahar, Nadia Bessoltane
    Bellini, Angela
    Chicard, Mathieu
    Lapouble, Eve
    Combaret, Valerie
    Legoix-Ne, Patricia
    Michon, Jean
    Pugh, Trevor J.
    Hart, Lori S.
    Rader, JulieAnn
    Attiyeh, Edward F.
    Wei, Jun S.
    Zhang, Shile
    Naranjo, Arlene
    Gastier-Foster, Julie M.
    Hogarty, Michael D.
    Asgharzadeh, Shahab
    Smith, Malcolm A.
    Auvil, Jaime M. Guidry
    Watkins, Thomas B. K.
    Zwijnenburg, Danny A.
    Ebus, Marli E.
    van Sluis, Peter
    Hakkert, Anne
    van Wezel, Esther
    van der Schoot, C. Ellen
    Westerhout, Ellen M.
    Schulte, Johannes H.
    Tytgat, Godelieve A.
    Dolman, M. Emmy M.
    Janoueix-Lerosey, Isabelle
    Gerhard, Daniela S.
    Caron, Huib N.
    Delattre, Olivier
    Khan, Javed
    Versteeg, Rogier
    Schleiermacher, Gudrun
    Molenaar, Jan J.
    Maris, John M.
    [J]. NATURE GENETICS, 2015, 47 (08) : 864 - +
  • [16] Neuroblastoma in adults: Incidence and survival analysis based on SEER data
    Esiashvili, Natia
    Goodman, Michael
    Ward, Kevin
    Marcus, Robert B., Jr.
    Johnstone, Peter A. S.
    [J]. PEDIATRIC BLOOD & CANCER, 2007, 49 (01) : 41 - 46
  • [17] PI3K/Akt signaling pathway triggers P2X7 receptor expression as a pro-survival factor of neuroblastoma cells under limiting growth conditions
    Gomez-Villafuertes, Rosa
    Garcia-Huerta, Paula
    Ignacio Diaz-Hernandez, Juan
    Teresa Miras-Portugal, Ma
    [J]. SCIENTIFIC REPORTS, 2015, 5
  • [18] GREEN DM, 1966, SIGNAL DETECTION THE, V1
  • [19] Transcript signatures that predict outcome and identify targetable pathways in MYCN-amplified neuroblastoma
    Hallett, Robin M.
    Seong, Alex B. K.
    Kaplan, David R.
    Irwin, Meredith S.
    [J]. MOLECULAR ONCOLOGY, 2016, 10 (09) : 1461 - 1472
  • [20] Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources
    Huang, Da Wei
    Sherman, Brad T.
    Lempicki, Richard A.
    [J]. NATURE PROTOCOLS, 2009, 4 (01) : 44 - 57