In silico gene prioritization highlights the significance of bone morphogenetic protein 4 (BMP4) promoter methylation across all methylation clusters in colorectal cancer

The cytosine–phosphate–guanine (CpG) island methylator phenotype (CIMP) represents one of the pathways involved in the development of colorectal cancer, characterized by genome-wide hypermethylation. To identify samples exhibiting hypermethylation, we used unsupervised hierarchical clustering on genome-wide methylation data. This clustering analysis revealed the presence of four distinct subtypes within the tumor samples, namely, CIMP-H, CIMP-L, cluster 3, and cluster 4. These subtypes demonstrated varying levels of methylation, categorized as high, intermediate, and very low. To gain further insights, we mapped significant probes from all clusters to Ensembl Regulatory build 89, with a specific focus on those located within promoter regions or bound regions. By intersecting the methylated promoter and bound regions across all methylation subtypes, we identified a total of 253 genes exhibiting aberrant methylation patterns in the promoter regions across all four subtypes of colorectal cancer. Among these genes, our comprehensive genome-wide analysis highlights bone morphogenic protein 4 (BMP4) as the most prominent candidate. This significant finding was derived through the utilization of various bioinformatics tools, emphasizing the potential role of BMP4 in colorectal cancer development and progression.

Publication Details

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Repository of the University of Ljubljana (University of Ljubljana)
Published
2024-11-14
Primary Topic
Cell Image Analysis Techniques
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article
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article

In silico gene prioritization highlights the significance of bone morphogenetic protein 4 (BMP4) promoter methylation across all methylation clusters in colorectal cancer

Repository of the University of Ljubljana (University of Ljubljana)
Cell Image Analysis Techniques
article

In silico gene prioritization highlights the significance of bone morphogenetic protein 4 (BMP4) promoter methylation across all methylation clusters in colorectal cancer

article en

Abstract

The cytosine–phosphate–guanine (CpG) island methylator phenotype (CIMP) represents one of the pathways involved in the development of colorectal cancer, characterized by genome-wide hypermethylation. To identify samples exhibiting hypermethylation, we used unsupervised hierarchical clustering on genome-wide methylation data. This clustering analysis revealed the presence of four distinct subtypes within the tumor samples, namely, CIMP-H, CIMP-L, cluster 3, and cluster 4. These subtypes demonstrated varying levels of methylation, categorized as high, intermediate, and very low. To gain further insights, we mapped significant probes from all clusters to Ensembl Regulatory build 89, with a specific focus on those located within promoter regions or bound regions. By intersecting the methylated promoter and bound regions across all methylation subtypes, we identified a total of 253 genes exhibiting aberrant methylation patterns in the promoter regions across all four subtypes of colorectal cancer. Among these genes, our comprehensive genome-wide analysis highlights bone morphogenic protein 4 (BMP4) as the most prominent candidate. This significant finding was derived through the utilization of various bioinformatics tools, emphasizing the potential role of BMP4 in colorectal cancer development and progression.

Repository of the University of Ljubljana (University of Ljubljana)
Javna Agencija za Raziskovalno Dejavnost RS
Openalex Percentile: Top 25%
Cell Image Analysis Techniques
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In silico gene prioritization highlights the significance of bone morphogenetic protein 4 (BMP4) promoter methylation across all methylation clusters in colorectal cancer · Repository of the University of Ljubljana (University of Ljubljana) (2024) | TGRS Research Map | TGRS