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To detect potential pathways and target genes in infantile Pompe patients using computational analysis
Aynur Karadağ Gürel1, Selçuk Gürel2
1Department of Medical Biology, School of Medicine, Usak University, Usak, Turkey.
Insights
Pompe disease (PD) treatment response varies. This study identified key genes and pathways, like the WNT signaling pathway, associated with poor enzyme replacement therapy (ERT) outcomes, aiding in predicting treatment success.
Area of Science:
- Genetics and Genomics
- Molecular Biology
- Biochemistry
Background:
- Pompe disease (PD), a genetic disorder caused by GAA gene mutations, leads to progressive muscle weakness.
- Enzyme replacement therapy (ERT) is the primary treatment, but patient responses are variable.
- Understanding the molecular mechanisms behind ERT response variability is crucial for improving patient outcomes.
Purpose of the Study:
- To identify key genes and molecular pathways involved in the response to ERT in Pompe disease.
- To investigate potential mechanisms underlying differential responses to ERT.
- To discover biomarkers for predicting ERT efficacy and patient prognosis.
Main Methods:
- Analysis of Gene Expression Omnibus (GEO) dataset GSE38680, including muscle samples from PD patients.
- Differential gene expression (DEG) analysis using BRB-Array Tools.
- Functional enrichment analysis of DEGs using DAVID, Gene Ontology (GO), KEGG, and STRING databases.
Main Results:
- A significant number of differentially expressed genes (DEGs) were identified in both biceps (1727) and quadriceps (1198) muscle groups.
- DEGs were notably enriched in patients with a poor response to ERT at 52 weeks.
- The WNT signaling pathway, along with vascular smooth muscle contraction, lysosomes, autophagy, actin cytoskeleton regulation, and inflammatory response, were significantly associated with DEGs and poor ERT response.
Conclusions:
- Specific genes within the WNT signaling pathway (e.g., WNT11, WNT5A, CTNNB1) and other pathways are implicated in poor ERT response in Pompe disease.
- These identified genes and pathways can serve as potential biomarkers for predicting ERT efficacy.
- Findings support the development of targeted therapies and improved diagnostic strategies for Pompe disease, potentially integrated into neonatal screening.
Abstract:
Pompe disease (PD) is a disease caused by pathogenic variations in the GAA gene known as glycogen storage disease type II, characterized by heart hypertrophy, respiratory failure, and muscle hypotonia, leading to premature death if not treated early. The only treatment option, enzyme replacement therapy (ERT), significantly improves the prognosis for some patients while failing to help others. In this study, the determination of key genes involved in the response to ERT and potential molecular mechanisms were investigated. Gene Expression Omnibus (GEO) data, accession number GSE38680, containing samples of biceps and quadriceps muscles was used. Expression array data were analyzed using BRB-Array Tools. Biceps group patients did not receive ERT, while quadriceps received treatment with rhGAA at 0, 12, and 52 weeks. Differentially expressed genes (DEGs) were deeply analyzed by DAVID, GO, KEGG and STRING online analyses, respectively. A total of 1727 genes in the biceps group and 1198 genes in the quadriceps group are expressed differently. It was observed that DEGs were enriched in the group that responded poorly to ERT in the 52nd week. Genes frequently changed in the weak response group; the expression of 530 genes increased and 1245 genes decreased compared to 0 and 12 weeks. The GO analysis demonstrated that the DEGs were mainly involved in vascular smooth muscle contraction, lysosomes, autophagy, regulation of actin cytoskeleton, inflammatory response, and the WNT signaling pathway. We also discovered that the WNT signaling pathway is highly correlated with DEGs. Several DEGs, such as WNT11, WNT5A, CTNNB1, M6PR, MYL12A, VCL, TLN, FYN, YES1, and BCL2, may be important in elucidating the mechanisms underlying poor response to ERT. Early diagnosis and treatment of PD are very important for the clinic of the disease. As a result, it suggests that the enriched genes and new pathways emerging as a result of the analysis may help identify the group that responds poorly to treatment and the outcome of the treatment. Obtained genes and pathways in neonatal screening will guide diagnosis and treatment.
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