2023
DOI: 10.2147/bctt.s408711
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Promoter Methylation-Regulated Differentially Expressed Genes in Breast Cancer

Abstract: Background Breast cancer is one of the most common malignancies among women. Recent studies revealed that differentially methylated regions (DMRs) are implicated in regulating gene expression. The goal of this research was to determine which genes and pathways are dysregulated in breast cancer when their promoters are methylated in an abnormal way, leading to differential expression. Whole-genome bisulfite sequencing was applied to analyze DMRs for eight peripheral blood samples collected from fiv… Show more

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“…In addition, most of these Wemics‐detected DMRs in lung cancer were recurrently occurred in other primary cancers from TCGA, suggesting that Wemics‐detected DMRs are not only epigenetically conserved but also highly relevant to tumor development and progression (Figure S8B , Supporting Information). It is well known that tumor suppressor genes often become hyermethylated in cancer, resulting in downregulated gene expression (i.e., Hyper‐Down genes), while oncogenes become hypomethylated in cancer, resulting in upregulated gene expression [ 7 , 35 ] (i.e., Hypo‐Up genes). Therefore, we used the promoter methylation of these Hyper‐Down and Hypo‐Up genes as features to construct a classification model using the random forest algorithm.…”
Section: Resultsmentioning
confidence: 99%
“…In addition, most of these Wemics‐detected DMRs in lung cancer were recurrently occurred in other primary cancers from TCGA, suggesting that Wemics‐detected DMRs are not only epigenetically conserved but also highly relevant to tumor development and progression (Figure S8B , Supporting Information). It is well known that tumor suppressor genes often become hyermethylated in cancer, resulting in downregulated gene expression (i.e., Hyper‐Down genes), while oncogenes become hypomethylated in cancer, resulting in upregulated gene expression [ 7 , 35 ] (i.e., Hypo‐Up genes). Therefore, we used the promoter methylation of these Hyper‐Down and Hypo‐Up genes as features to construct a classification model using the random forest algorithm.…”
Section: Resultsmentioning
confidence: 99%
“…PUM expression and its impact on BC is also being debated. Some studies report PUM1 to be one of the most differently expressed and methylated genes in BC [58] and PUM2 to have higher expression in tumors as in TNBC, where it negatively correlates with BC patient overall survival (OS) and relapse-free survival (RFS) [46]. Other studies report lower PUM2 expression in LumA and TNBC tumors compared to normal tissues and that PUM2 silencing increases cell viability, migration and invasion in cancer cells lines, while its OE produces the opposite effect [48].…”
Section: Norad Higher In Low Cd8 T-cell Count; the Promotion Of Malig...mentioning
confidence: 99%