scholarly journals Prognostic Utility of CpG Island Hypermethylated Phenotype in Early-Stage Invasive Primary Melanomas

Author(s):  
Matias A. Bustos ◽  
Dave S.B. Hoon
2021 ◽  
Author(s):  
Sangeetha Muthamilselvan ◽  
Abirami Raghavendran ◽  
Ashok Palaniappan

Abstract Background: Aberrant DNA methylation acts epigenetically to skew the gene transcription rate up or down, with causative roles in the etiology of cancers. However research on the role of DNA methylation in driving the progression of cancers is limited. In this study, we have developed a comprehensive computational framework for the stage-differentiated modelling of DNA methylation landscapes in colorectal cancer (CRC), and unravelled significant stagewise signposts of CRC progression. Methods: The methylation β - matrix was derived from the public-domain TCGA data, converted into M-value matrix, annotated with AJCC stages, and analysed for stage-salient genes using multiple approaches involving stage-differentiated linear modelling of methylation patterns and/or expression patterns. Differentially methylated genes (DMGs) were identified using a contrast against controls (adjusted p-value <0.001 and |log fold-change of M-value| >2). These results were filtered using a series of all possible pairwise stage contrasts (p-value <0.05) to obtain stage-salient DMGs. These were then subjected to a consensus analysis, followed by Kaplan–Meier survival analysis to evaluate the impact of methylation patterns of consensus stage-salient biomarkers on disease prognosis.Results: We found significant genome-wide changes in methylation patterns in cancer cases relative to controls agnostic of stage. Our stage-differentiated analysis yielded the following stage-salient genes: one stage-I gene (FBN1), one stage-II gene (FOXG1), one stage-III gene (HCN1) and four stage-IV genes (NELL1, ZNF135, FAM123A, LAMA1). All the biomarkers were hypermethylated, indicating down-regulation and signifying a CpG island Methylator Phenotype (CIMP) manifestation. A significant prognostic signature consisting of FBN1 and FOXG1 survived all the steps of our analysis pipeline, and represents a novel early-stage biomarker. Conclusions: We have designed a workflow for stage-differentiated consensus analysis, and identified stage-salient diagnostic biomarkers and an early-stage prognostic biomarker panel. Our studies further yield a novel CIMP-like signature of potential clinical import underlying CRC progression.


Author(s):  
Takahiro Oike ◽  
Yasuyuki Kanke ◽  
Amelia Parker ◽  
Majda Haznadar ◽  
Kristopher W. Krausz ◽  
...  

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Brendan F. Miller ◽  
Hanna M. Petrykowska ◽  
Laura Elnitski

AbstractOne epigenetic hallmark of many cancer types is differential DNA methylation occurring at multiple loci compared to normal tissue. Detection and assessment of the methylation state at a specific locus could be an effective cancer diagnostic. We assessed the effectiveness of hypermethylation at the CpG island of ZNF154, a previously reported multi-cancer specific signature for use in a blood-based cancer detection assay. To predict its effectiveness, we compared methylation levels of 3698 primary tumors encompassing 11 solid cancers, 724 controls, 2711 peripheral blood cell samples, and 350 noncancer disease tissues from publicly available methylation array datasets. We performed a single-molecule high-resolution DNA melt analysis on 71 plasma samples from cancer patients and 20 noncancer individuals to assess ZNF154 methylation as a candidate diagnostic metric in liquid biopsy and compared results to KRAS mutation frequency in the case of pancreatic carcinoma. We documented ZNF154 hypermethylation in early stage tumors, which did not increase in most noncancer disease or with respect to age or sex in peripheral blood cells, suggesting it is a promising target in liquid biopsy. ZNF154 cfDNA methylation discriminated cases from healthy donor plasma samples in minimal plasma volumes and outperformed KRAS mutation frequency in pancreatic cancer.


Author(s):  
Takahiro Oike ◽  
Yasuyuki Kanke ◽  
Amelia Parker ◽  
Majda Haznadar ◽  
Kristopher W. Krausz ◽  
...  

2014 ◽  
Vol 32 (26_suppl) ◽  
pp. 26-26
Author(s):  
Rongxi Yang ◽  
Katrin Pfuetze ◽  
Manuela Zucknick ◽  
Christian Sutter ◽  
Frederik Marme ◽  
...  

26 Background: Early detection is crucial to improve the survival rate and quality of life of breast cancer (BC) patients. Changes in DNA methylation in peripheral blood could be associated with malignancy at early stage. We aim to identify BC-associated DNA methylation signatures in peripheral blood. Methods: We identified a BC-associated differentially methylated locus by genome-wide investigation using Illumina 27K Methylation Assay. Two validation studies and replications in leucocytes and T cells were carried out using MassARRAY. The RNA expression levels were measured by real-time PCR. Results: The methylation level of CpG site cg27091787 in hyaluronoglucosaminidase 2 gene (HYAL2) in peripheral blood was significantly lower in BC cases than in controls (discovery round, 72 BC case and 24 controls, p = 2.61 × 10-9 adjusted for cell-type proportions; first validation round,338 BC case and 507 controls, p < 0.0001; second validation round,189 BC case and 189 controls, p < 0.0001). Compared to the highest quartile, the lowest quartile of cg27091787 methylation was associated with a more than 40-fold increased risk of BC (p < 0.0001). In addition to cg27091787, the decreased methylation of a 650 bp CpG island shore of HYAL2 was also associated with BC. Moreover, the expression and methylation of HYAL2 in leucocytes were inversely correlated (p = 0.006). To note, the BC-associated decreased HYAL2 methylation was replicated in T cell fraction (p = 0.034). The cg27091787 methylation level enabled a powerful discrimination of early stage BC cases from healthy controls (area under curve (AUC) = 0.88), and was also robust for the detection of BC in younger women (AUC = 0.87). Conclusions: Validating the epigenome-wide study by independent cohorts, we have revealed a strong association between decreased HYAL2 methylation in peripheral blood and BC. Our results have given an answer to the debate on the origin of BC-associated differential methylation in blood, which is not only because of the change of cell type proportions, but more importantly due to altered methylation in specific blood cell fragments, like in T cells. And thus, we provide a promising blood-based marker for the detection of early BC.


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