[HTML][HTML] HiTIMED: hierarchical tumor immune microenvironment epigenetic deconvolution for accurate cell type resolution in the tumor microenvironment using tumor …
Background Cellular compositions of solid tumor microenvironments are heterogeneous,
varying across patients and tumor types. High-resolution profiling of the tumor …
varying across patients and tumor types. High-resolution profiling of the tumor …
[HTML][HTML] Guidelines for cell-type heterogeneity quantification based on a comparative analysis of reference-free DNA methylation deconvolution software
Background Cell-type heterogeneity of tumors is a key factor in tumor progression and
response to chemotherapy. Tumor cell-type heterogeneity, defined as the proportion of the …
response to chemotherapy. Tumor cell-type heterogeneity, defined as the proportion of the …
[HTML][HTML] MethylResolver—a method for deconvoluting bulk DNA methylation profiles into known and unknown cell contents
Bulk tissue DNA methylation profiling has been used to examine epigenetic mechanisms
and biomarkers of complex diseases such as cancer. However, heterogeneity of cellular …
and biomarkers of complex diseases such as cancer. However, heterogeneity of cellular …
DIMEimmune: Robust estimation of infiltrating lymphocytes in CNS tumors from DNA methylation profiles
The interaction of CNS tumors with infiltrating lymphocytes plays an important role in their
initiation and progression and might be related to therapeutic responses. Gene expression …
initiation and progression and might be related to therapeutic responses. Gene expression …
[HTML][HTML] Reference-free deconvolution, visualization and interpretation of complex DNA methylation data using DecompPipeline, MeDeCom and FactorViz
DNA methylation profiling offers unique insights into human development and diseases.
Often the analysis of complex tissues and cell mixtures is the only feasible option to study …
Often the analysis of complex tissues and cell mixtures is the only feasible option to study …
[HTML][HTML] EMeth: an EM algorithm for cell type decomposition based on DNA methylation data
We introduce a new computational method named EMeth to estimate cell type proportions
using DNA methylation data. EMeth is a reference-based method that requires cell type …
using DNA methylation data. EMeth is a reference-based method that requires cell type …
[HTML][HTML] Improving cell mixture deconvolution by id entifying o ptimal dna methylation l ibraries (idol)
Background Confounding due to cellular heterogeneity represents one of the foremost
challenges currently facing Epigenome-Wide Association Studies (EWAS). Statistical …
challenges currently facing Epigenome-Wide Association Studies (EWAS). Statistical …
[HTML][HTML] Enhanced cell deconvolution of peripheral blood using DNA methylation for high-resolution immune profiling
DNA methylation microarrays can be employed to interrogate cell-type composition in
complex tissues. Here, we expand reference-based deconvolution of blood DNA …
complex tissues. Here, we expand reference-based deconvolution of blood DNA …
Cell-type deconvolution from DNA methylation: a review of recent applications
Recent advances in cell-type deconvolution approaches are adding to our understanding of
the biology underlying disease development and progression. DNA methylation (DNAm) …
the biology underlying disease development and progression. DNA methylation (DNAm) …
[HTML][HTML] Pan-cancer deconvolution of tumour composition using DNA methylation
The nature and extent of immune cell infiltration into solid tumours are key determinants of
therapeutic response. Here, using a DNA methylation-based approach to tumour cell …
therapeutic response. Here, using a DNA methylation-based approach to tumour cell …
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