TY - JOUR
T1 - Clinical Prognostic Implications of Wnt Hub Genes Expression in Medulloblastoma
AU - Martins-da-Silva, Andrea
AU - Baroni, Mirella
AU - Salomão, Karina Bezerra
AU - das Chagas, Pablo Ferreira
AU - Bonfim-Silva, Ricardo
AU - Geron, Lenisa
AU - Cruzeiro, Gustavo Alencastro Veiga
AU - da Silva, Wilson Araújo
AU - Corrêa, Carolina Alves Pereira
AU - Carlotti, Carlos Gilberto
AU - de Paula Queiroz, Rosane Gomes
AU - Marie, Suely Kazue Nagahashi
AU - Brandalise, Silvia Regina
AU - Yunes, José Andrés
AU - Scrideli, Carlos Alberto
AU - Valera, Elvis Terci
AU - Tone, Luiz Gonzaga
N1 - Publisher Copyright:
© 2022, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2023/3
Y1 - 2023/3
N2 - Medulloblastoma is the most common type of pediatric malignant primary brain tumor, and about one-third of patients die due to disease recurrence and most survivors suffer from long-term side effects. MB is clinically, genetically, and epigenetically heterogeneous and subdivided into at least four molecular subgroups: WNT, SHH, Group 3, and Group 4. We evaluated common differentially expressed genes between a Brazilian RNA-seq GSE181293 dataset and microarray GSE85217 dataset cohort of pediatric MB samples using bioinformatics methodology in order to identify hub genes of the molecular subgroups based on PPI network construction, survival and functional analysis. The main finding was the identification of five hub genes from the WNT subgroup that are tumor suppressors, and whose lower expression is related to a worse prognosis for MB patients. Furthermore, the common genes correlated with the five tumor suppressors participate in important pathways and processes for tumor initiation and progression, as well as development and differentiation, and some of them control cell stemness and pluripotency. These genes have not yet been studied within the context of MB, representing new important elements for investigation in the search for therapeutic targets, prognostic markers or for understanding of MB biology.
AB - Medulloblastoma is the most common type of pediatric malignant primary brain tumor, and about one-third of patients die due to disease recurrence and most survivors suffer from long-term side effects. MB is clinically, genetically, and epigenetically heterogeneous and subdivided into at least four molecular subgroups: WNT, SHH, Group 3, and Group 4. We evaluated common differentially expressed genes between a Brazilian RNA-seq GSE181293 dataset and microarray GSE85217 dataset cohort of pediatric MB samples using bioinformatics methodology in order to identify hub genes of the molecular subgroups based on PPI network construction, survival and functional analysis. The main finding was the identification of five hub genes from the WNT subgroup that are tumor suppressors, and whose lower expression is related to a worse prognosis for MB patients. Furthermore, the common genes correlated with the five tumor suppressors participate in important pathways and processes for tumor initiation and progression, as well as development and differentiation, and some of them control cell stemness and pluripotency. These genes have not yet been studied within the context of MB, representing new important elements for investigation in the search for therapeutic targets, prognostic markers or for understanding of MB biology.
KW - Bioinformatics tools
KW - Biomarkers
KW - Hub genes
KW - Molecular Subgroups
KW - Therapeutic targets
UR - http://www.scopus.com/inward/record.url?scp=85127575818&partnerID=8YFLogxK
U2 - 10.1007/s10571-022-01217-4
DO - 10.1007/s10571-022-01217-4
M3 - Article
C2 - 35366170
AN - SCOPUS:85127575818
SN - 0272-4340
VL - 43
SP - 813
EP - 826
JO - Cellular and Molecular Neurobiology
JF - Cellular and Molecular Neurobiology
IS - 2
ER -