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CD4T and CD8T naïve and memory validation dataset: An Enhanced DNA Methylation Library for Deconvoluting Peripheral Blood. CD4T and CD8T naïve and memory validation dataset: An Enhanced DNA Methylation Library for Deconvoluting Peripheral Blood

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NIAID Data Ecosystem2026-03-12 收录
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https://www.ncbi.nlm.nih.gov/bioproject/PRJNA749125
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DNA methylation microarrays have been extensively used for understanding cell type composition in complex tissue samples. Here we expand on existing libraries for reference-based deconvolution of blood DNA methylation data assayed using the Illumina HumanMethylationEPIC array to include 12 different leukocyte subtypes (neutrophils, eosinophils, basophils, monocytes, B cells naïve and memory, CD4+ and CD8+ naïve and memory cells, natural killers, and T regulatory cells). Application of the IDOL algorithm for identifying optimal libraries for the deconvolution of blood-derived DNA methylation data led to a library consisting of 1200 CpGs. The accuracy of deconvolution estimates obtained using our IDOL-optimized library was evaluated using artificial mixtures with known cellular composition and in samples were both whole-blood DNA methylation data and FACS information were available. We further showcase potential applications of our expanded library using publicly available cancer, aging, and autoimmune disease data sets. Overall design: Bisulphite converted DNA from 76 glioma patients in different treatment stages, including FCM information for T cells CD4+ and CD8+ naïve and memory, were hybridised to the Illumina Infinium HumanMethylationEPIC Beadchip v1.0_B4.
创建时间:
2021-07-22
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