Epigenomics

PRISM: ancestry-aware integration of tissue-specific genomic annotations enhances the transferability of polygenic scores featured image

PRISM: ancestry-aware integration of tissue-specific genomic annotations enhances the transferability of polygenic scores

In this study, led by Xiaohe (Lucy) Tian, we showed that ancestry-aware integration of tissue-specific genomic annotations enhances the transferability of polygenic scores (PGS).

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Lucy Tian

Single-cell multiregion epigenomic rewiring in Alzheimer’s disease progression and cognitive resilience

Alzheimer’s disease (AD) is a neurodegenerative disorder characterized by progressive cognitive decline, yet its epigenetic underpinnings remain elusive.

Human microglial state dynamics in Alzheimer's disease progression featured image

Human microglial state dynamics in Alzheimer's disease progression

Here we report 194,000 single-nucleus microglial transcriptomes and epigenomes across 443 human subjects and diverse Alzheimer's disease pathological phenotypes.

WhichTF is dominant in your open chromatin data? featured image

WhichTF is dominant in your open chromatin data?

We develop an ontology-guided approach to ranking tissue-/cell-type-specific transcription factors (TFs) from chromatin accessibility data.

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Yosuke Tanigawa, Ph.D.

SNPs2ChIP: Latent Factors of ChIP-seq to infer functions of non-coding SNPs

We propose SNPs2ChIP, a method to infer biological functions of non-coding variants through unsupervised statistical learning methods applied to publicly-available epigenetic …