Review




Structured Review

INFINIUM Inc methylation array data
Integration of gene expression data with <t>methylation</t> pathways. (a,b) Euler diagrams showing the overlap in statistically significant pathways (FDR <0.05) from gene expression and GSA results (a) and LAM (b) results. (c) Multi-dimensional enrichment analysis of promoter and gene body methylation with gene expression using mitch. Top 20 gene sets shown with the largest absolute enrichment scores after FDR filtering at 0.05.
Methylation Array Data, supplied by INFINIUM Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/methylation+array+data/methylation+array+data/pmc11229754-35-12-12
Average 90 stars, based on 1 article reviews
methylation array data - by Bioz Stars, 2026-09
90/100 stars

Images

1) Product Images from "Direction-aware functional class scoring enrichment analysis of infinium DNA methylation data"

Article Title: Direction-aware functional class scoring enrichment analysis of infinium DNA methylation data

Journal: Epigenetics

doi: 10.1080/15592294.2024.2375022

Integration of gene expression data with methylation pathways. (a,b) Euler diagrams showing the overlap in statistically significant pathways (FDR <0.05) from gene expression and GSA results (a) and LAM (b) results. (c) Multi-dimensional enrichment analysis of promoter and gene body methylation with gene expression using mitch. Top 20 gene sets shown with the largest absolute enrichment scores after FDR filtering at 0.05.
Figure Legend Snippet: Integration of gene expression data with methylation pathways. (a,b) Euler diagrams showing the overlap in statistically significant pathways (FDR <0.05) from gene expression and GSA results (a) and LAM (b) results. (c) Multi-dimensional enrichment analysis of promoter and gene body methylation with gene expression using mitch. Top 20 gene sets shown with the largest absolute enrichment scores after FDR filtering at 0.05.

Techniques Used: Gene Expression, Methylation

Pathway-level DNA methylation alterations with chronological age. (a) Contour heatmap showing the similarity in gene methylation score ranks in the discovery and replication studies. (b) Mitch pathway enrichment scores in discovery and replication studies. Pathways with MANOVA FDR < 0.05 are shown in red while others are shaded grey. (c) Heatmap of 30 pathways with largest absolute enrichment scores after FDR filtering at 0.05. Red indicates increasing methylation and blue shows lower methylation. (d) An example of a pathway identified with this method, ‘creation of C4 and C2 activators’ shows lower methylation of member genes in both discovery and replication studies.
Figure Legend Snippet: Pathway-level DNA methylation alterations with chronological age. (a) Contour heatmap showing the similarity in gene methylation score ranks in the discovery and replication studies. (b) Mitch pathway enrichment scores in discovery and replication studies. Pathways with MANOVA FDR < 0.05 are shown in red while others are shaded grey. (c) Heatmap of 30 pathways with largest absolute enrichment scores after FDR filtering at 0.05. Red indicates increasing methylation and blue shows lower methylation. (d) An example of a pathway identified with this method, ‘creation of C4 and C2 activators’ shows lower methylation of member genes in both discovery and replication studies.

Techniques Used: DNA Methylation Assay, Methylation

Pathway-level DNA methylation differences in natural and IVF conceived infants. (a) Contour heatmap showing the similarity in gene methylation score ranks in the Estill (HM450K) and Novakovic (EPIC) studies. (b) Mitch pathway enrichment scores in Estil and Novakovic studies. Pathways with MANOVA FDR < 0.05 are shown in red while others are shaded grey. (c) Heatmap of 30 pathways with largest absolute enrichment score after FDR filtering at 0.05. Red indicates higher methylation and blue shows lower methylation. (d) An example of a pathway identified with this joint enrichment analysis method, ‘Adrenoreceptors’ shows lower methylation of member genes in both Estill and Novakovic studies.
Figure Legend Snippet: Pathway-level DNA methylation differences in natural and IVF conceived infants. (a) Contour heatmap showing the similarity in gene methylation score ranks in the Estill (HM450K) and Novakovic (EPIC) studies. (b) Mitch pathway enrichment scores in Estil and Novakovic studies. Pathways with MANOVA FDR < 0.05 are shown in red while others are shaded grey. (c) Heatmap of 30 pathways with largest absolute enrichment score after FDR filtering at 0.05. Red indicates higher methylation and blue shows lower methylation. (d) An example of a pathway identified with this joint enrichment analysis method, ‘Adrenoreceptors’ shows lower methylation of member genes in both Estill and Novakovic studies.

Techniques Used: DNA Methylation Assay, Methylation

Differential pathway methylation associated with prevalence of 14 common disease states. (a) A bar plot showing the number of statistically significant pathways with higher and lower methylation identified in each prevalent condition (FDR <0.05). (b) A heatmap of enrichment scores for selected pathways across 14 common prevalent disease states. Stars indicate that the pathway was identified as being among the top five differentially methylated pathways in each direction for each condition.
Figure Legend Snippet: Differential pathway methylation associated with prevalence of 14 common disease states. (a) A bar plot showing the number of statistically significant pathways with higher and lower methylation identified in each prevalent condition (FDR <0.05). (b) A heatmap of enrichment scores for selected pathways across 14 common prevalent disease states. Stars indicate that the pathway was identified as being among the top five differentially methylated pathways in each direction for each condition.

Techniques Used: Methylation

Differential pathway methylation associated with incidence of 19 common disease states. (a) A bar plot showing the number of statistically significant pathways with higher and lower methylation identified in each incident condition (FDR <0.05). (b) A heatmap of enrichment scores for selected pathways across 19 common incident disease states. Stars indicate that the pathway was identified as being among the top three differentially methylated pathways in each direction for each condition.
Figure Legend Snippet: Differential pathway methylation associated with incidence of 19 common disease states. (a) A bar plot showing the number of statistically significant pathways with higher and lower methylation identified in each incident condition (FDR <0.05). (b) A heatmap of enrichment scores for selected pathways across 19 common incident disease states. Stars indicate that the pathway was identified as being among the top three differentially methylated pathways in each direction for each condition.

Techniques Used: Methylation

Related Articles

Methylation:

Article Title: Antiproliferative Effects of DNA Methyltransferase 3B Depletion Are Not Associated with DNA Demethylation
Article Snippet: .. Infinium array methylation data are available in the ArrayExpress database ( www.ebi.ac.uk/arrayexpress ) under the accession number E-MTAB-719. .. Results were analyzed using using Illumina's BeadStudio software, version 3.1.3.0 and the R stats package, version 2.14.1 .

Article Title: Direction-aware functional class scoring enrichment analysis of infinium DNA methylation data
Article Snippet: .. Here we aim to develop and evaluate methods for two-tailed FCS of Infinium methylation array data that address these limitations. .. Since genes have a variable number of probes, there are many conceivable ways that FCS could be applied to Infinium methylation array data.

Article Title: Direction-aware functional class scoring enrichment analysis of infinium DNA methylation data
Article Snippet: Infinium Methylation BeadChip arrays remain one of the most popular platforms for epigenome-wide association studies, but tools for downstream pathway analysis have their limitations. .. Functional class scoring (FCS) is a group of pathway enrichment techniques that involve the ranking of genes and evaluation of their collective regulation in biological systems, but the implementations described for Infinium methylation array data do not retain direction information, which is important for mechanistic understanding of genomic regulation. ..

Article Title: Direction-aware functional class scoring enrichment analysis of infinium DNA methylation data
Article Snippet: Here we aim to develop and evaluate methods for two-tailed FCS of Infinium methylation array data that address these limitations. .. Since genes have a variable number of probes, there are many conceivable ways that FCS could be applied to Infinium methylation array data. ..

Article Title: DNA methylation of GITR, OX40, 4-1BB, CD27, and CD40 correlates with BAP1 aberrancy and prognosis in uveal melanoma
Article Snippet: Uveal melanoma represents an aggressive tumor that responds mostly poorly to established melanoma treatments.. Comprehensive methylation profiling of the next-generation immunotherapeutic target genes, for example, members of the tumor necrosis factor receptor superfamily, might allow for the development of companion predictive biomarkers.. We have analyzed CpG sites within the immune checkpoint genes GITR, OX40, 4-1BB, CD27, and CD40 probed by the Illumina Infinium HumanMethylation450 BeadChip in N = 80 uveal melanomas included in The Cancer Genome Atlas with regard to BAP1 aberrancy, mRNA expression, and overall survival.

Article Title: Direction-aware functional class scoring enrichment analysis of infinium DNA methylation data
Article Snippet: .. The gsameth() function of the missMethyl package is the state-of-the-art method for ORA of Infinium methylation array data as it addresses issues related to probes belonging to more than one gene and the fact that one gene can have multiple probes [ ]. ..


Functional Assay:

Article Title: Direction-aware functional class scoring enrichment analysis of infinium DNA methylation data
Article Snippet: Infinium Methylation BeadChip arrays remain one of the most popular platforms for epigenome-wide association studies, but tools for downstream pathway analysis have their limitations. .. Functional class scoring (FCS) is a group of pathway enrichment techniques that involve the ranking of genes and evaluation of their collective regulation in biological systems, but the implementations described for Infinium methylation array data do not retain direction information, which is important for mechanistic understanding of genomic regulation. ..

DNA Methylation Assay:

Article Title: The MS-lincRNA landscape reveals a novel lincRNA BCLIN25 that contributes to tumorigenesis by upregulating ERBB2 expression via epigenetic modification and RNA-RNA interactions in breast cancer.
Article Snippet: .. DNA methylation analysis Based on the methylation data (batch A093) profile from the Infinium HumanMethylation450 BeadChip in TCGA, we identified CpG sites located 500–2000 bp away from a transcriptional start site for each differentially expressed known transcript. ..

Generated:

Article Title: DNA methylation of GITR, OX40, 4-1BB, CD27, and CD40 correlates with BAP1 aberrancy and prognosis in uveal melanoma
Article Snippet: Uveal melanoma represents an aggressive tumor that responds mostly poorly to established melanoma treatments.. Comprehensive methylation profiling of the next-generation immunotherapeutic target genes, for example, members of the tumor necrosis factor receptor superfamily, might allow for the development of companion predictive biomarkers.. We have analyzed CpG sites within the immune checkpoint genes GITR, OX40, 4-1BB, CD27, and CD40 probed by the Illumina Infinium HumanMethylation450 BeadChip in N = 80 uveal melanomas included in The Cancer Genome Atlas with regard to BAP1 aberrancy, mRNA expression, and overall survival.



Similar Products

86
Sequenom mass array methylation data
Mass Array Methylation Data, supplied by Sequenom, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/methylation+array+data/array+mass+sequenom+system/10__1016_slash_j__gendis__2025__101998-145-10-9
Average 86 stars, based on 1 article reviews
mass array methylation data - by Bioz Stars, 2026-09
86/100 stars
  Buy from Supplier

90
Illumina Inc dna methylation data derived from whole blood samples assayed using the illumina 450k array
Dna Methylation Data Derived From Whole Blood Samples Assayed Using The Illumina 450k Array, supplied by Illumina Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/methylation+array+data/illumina+arrays/med_rxiv__2025__07__14__25331527-48-19-19
Average 90 stars, based on 1 article reviews
dna methylation data derived from whole blood samples assayed using the illumina 450k array - by Bioz Stars, 2026-09
90/100 stars
  Buy from Supplier

90
Illumina Inc methylation data from the illumina 27 k array
Methylation Data From The Illumina 27 K Array, supplied by Illumina Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/methylation+array+data/illumina+arrays/pm40533525-58-13-10
Average 90 stars, based on 1 article reviews
methylation data from the illumina 27 k array - by Bioz Stars, 2026-09
90/100 stars
  Buy from Supplier

90
Illumina Inc methylation data illumina 480k array
Methylation Data Illumina 480k Array, supplied by Illumina Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/methylation+array+data/methylation+sites+covered+in+the+illumina+480k+array/pmc12151506-123-13-17
Average 90 stars, based on 1 article reviews
methylation data illumina 480k array - by Bioz Stars, 2026-09
90/100 stars
  Buy from Supplier

90
Illumina Inc dna methylation data illumina epic array
Dna Methylation Data Illumina Epic Array, supplied by Illumina Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/methylation+array+data/illumina+arrays/pm40180905-102-4-10
Average 90 stars, based on 1 article reviews
dna methylation data illumina epic array - by Bioz Stars, 2026-09
90/100 stars
  Buy from Supplier

90
Illumina Inc dna methylation data from illumina arrays
Dna Methylation Data From Illumina Arrays, supplied by Illumina Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/methylation+array+data/illumina+arrays/pm40251157-130-14-22
Average 90 stars, based on 1 article reviews
dna methylation data from illumina arrays - by Bioz Stars, 2026-09
90/100 stars
  Buy from Supplier

90
Illumina Inc dna methylation data generated with the illumina epic array
Dna Methylation Data Generated With The Illumina Epic Array, supplied by Illumina Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/methylation+array+data/illumina+arrays/pmc12002551-70-11-11
Average 90 stars, based on 1 article reviews
dna methylation data generated with the illumina epic array - by Bioz Stars, 2026-09
90/100 stars
  Buy from Supplier

90
Illumina Inc dna methylation data from illumina 450k bead arrays
Dna Methylation Data From Illumina 450k Bead Arrays, supplied by Illumina Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/methylation+array+data/illumina+arrays/pmc11953470__41467_2025_58158_MOESM8_ESM-73-0-12
Average 90 stars, based on 1 article reviews
dna methylation data from illumina 450k bead arrays - by Bioz Stars, 2026-09
90/100 stars
  Buy from Supplier

90
Illumina Inc dna methylation data from illumina 450 k bead arrays
Dna Methylation Data From Illumina 450 K Bead Arrays, supplied by Illumina Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/methylation+array+data/illumina+arrays/pmc11953470-519-8-5
Average 90 stars, based on 1 article reviews
dna methylation data from illumina 450 k bead arrays - by Bioz Stars, 2026-09
90/100 stars
  Buy from Supplier

90
Illumina Inc dna methylation array data
Dna Methylation Array Data, supplied by Illumina Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/methylation+array+data/dna+methylation+arrays/pm40081944-59-24-31
Average 90 stars, based on 1 article reviews
dna methylation array data - by Bioz Stars, 2026-09
90/100 stars
  Buy from Supplier

Image Search Results