First Transcriptome Analysis of Hepatoblastoma in Brazil: Unraveling the Pivotal Role of Noncoding RNAs and Metabolic Pathways

被引:1
作者
Aguiar, Talita Ferreira Marques [1 ,2 ]
Rivas, Maria Prates [1 ]
Silva, Edson Mario de Andrade [3 ,9 ]
Pires, Sara Ferreira [1 ]
Dangoni, Gustavo Dib [1 ]
Macedo, Taiany Curdulino [1 ]
Defelicibus, Alexandre [4 ]
Barros, Bruna Duraes de Figueiredo [4 ]
Novak, Estela [5 ]
Cristofani, Lilian Maria [5 ]
Odone, Vicente [5 ]
Cypriano, Monica [6 ]
de Toledo, Silvia Regina Caminada [6 ]
da Cunha, Isabela Werneck [7 ]
da Costa, Cecilia Maria Lima [8 ]
Carraro, Dirce Maria [4 ]
Tojal, Israel [4 ]
Mendes, Tiago Antonio de Oliveira [3 ]
Krepischi, Ana Cristina Victorino [1 ]
机构
[1] Univ Sao Paulo, Inst Biosci, Human Genome & Stem Cell Res Ctr, Dept Genet & Evolutionary Biol, So Paulo, Brazil
[2] Columbia Univ, Irving Med Ctr, New York, NY USA
[3] Univ Fed Vicosa, Dept Biochem & Mol Biol, Vicosa, MG, Brazil
[4] Int Ctr Res, AC Camargo Canc Ctr, So Paulo, Brazil
[5] So Paulo Univ, Pediat Canc Inst ITACI, Med Sch, Pediat Dept, So Paulo, Brazil
[6] Fed Univ So Paulo, Dept Pediat, Adolescent & Child Canc Support Grp GRAACC, So Paulo, Brazil
[7] Rede DOR So Luiz, Rede OR Sao Luiz, So Paulo, Brazil
[8] Dept Pediat Oncol, AC Camargo Canc Ctr, So Paulo, Brazil
[9] Univ Florida, Hort Sci Dept, Gainesville, FL USA
关键词
Hepatoblastoma; RNA-seq; Transcriptome; Noncoding RNA; Lipid; Metabolism; EPITHELIAL-MESENCHYMAL TRANSITION; WNT/BETA-CATENIN; BETA-CATENIN; R PACKAGE; EXPRESSION; CANCER; CLASSIFICATION; SUPPRESSOR; LANDSCAPE; PATTERNS;
D O I
10.1007/s10528-024-10764-y
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Hepatoblastoma stands as the most prevalent liver cancer in the pediatric population. Characterized by a low mutational burden, chromosomal and epigenetic alterations are key drivers of its tumorigenesis. Transcriptome analysis is a powerful tool for unraveling the molecular intricacies of hepatoblastoma, shedding light on the effects of genetic and epigenetic changes on gene expression. In this study conducted in Brazilian patients, an in-depth whole transcriptome analysis was performed on 14 primary hepatoblastomas, compared to control liver tissues. The analysis unveiled 1,492 differentially expressed genes (1,031 upregulated and 461 downregulated), including 920 protein-coding genes (62%). Upregulated biological processes were linked to cell differentiation, signaling, morphogenesis, and development, involving known hepatoblastoma-associated genes (DLK1, MEG3, HDAC2, TET1, HMGA2, DKK1, DKK4), alongside with novel findings (GYNG4, CDH3, and TNFRSF19). Downregulated processes predominantly centered around oxidation and metabolism, affecting amines, nicotinamides, and lipids, featuring novel discoveries like the repression of SYT7, TTC36, THRSP, CCND1, GCK and CAMK2B. Two genes, which displayed a concordant pattern of DNA methylation alteration in their promoter regions and dysregulation in the transcriptome, were further validated by RT-qPCR: the upregulated TNFRSF19, a key gene in the embryonic development, and the repressed THRSP, connected to lipid metabolism. Furthermore, based on protein-protein interaction analysis, we identified genes holding central positions in the network, such as HDAC2, CCND1, GCK, and CAMK2B, among others, that emerged as prime candidates warranting functional validation in future studies. Notably, a significant dysregulation of non-coding RNAs (ncRNAs), predominantly upregulated transcripts, was observed, with 42% of the top 50 highly expressed genes being ncRNAs. An integrative miRNA-mRNA analysis revealed crucial biological processes associated with metabolism, oxidation reactions of lipids and carbohydrates, and methylation-dependent chromatin silencing. In particular, four upregulated miRNAs (miR-186, miR-214, miR-377, and miR-494) played a pivotal role in the network, potentially targeting multiple protein-coding transcripts, including CCND1 and CAMK2B. In summary, our transcriptome analysis highlighted disrupted embryonic development as well as metabolic pathways, particularly those involving lipids, emphasizing the emerging role of ncRNAs as epigenetic regulators in hepatoblastomas. These findings provide insights into the complexity of the hepatoblastoma transcriptome and identify potential targets for future therapeutic interventions.
引用
收藏
页码:1974 / 2007
页数:34
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