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Faye Chong

Helmholtz Zentrum München

ORCID: 0000-0002-5414-9746

Publishes on Epigenetics and DNA Methylation, Single-cell and spatial transcriptomics, Genomics and Chromatin Dynamics. 12 papers and 272 citations.

12Publications
272Total Citations

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Top publicationsby citations

Innate immune memory after brain injury drives inflammatory cardiac dysfunction
Cited by 116Open Access

The medical burden of stroke extends beyond the brain injury itself and is largely determined by chronic comorbidities that develop secondarily. We hypothesized that these comorbidities might share a common immunological cause, yet chronic effects post-stroke on systemic immunity are underexplored. Here, we identify myeloid innate immune memory as a cause of remote organ dysfunction after stroke. Single-cell sequencing revealed persistent pro-inflammatory changes in monocytes/macrophages in multiple organs up to 3 months after brain injury, notably in the heart, leading to cardiac fibrosis and dysfunction in both mice and stroke patients. IL-1β was identified as a key driver of epigenetic changes in innate immune memory. These changes could be transplanted to naive mice, inducing cardiac dysfunction. By neutralizing post-stroke IL-1β or blocking pro-inflammatory monocyte trafficking with a CCR2/5 inhibitor, we prevented post-stroke cardiac dysfunction. Such immune-targeted therapies could potentially prevent various IL-1β-mediated comorbidities, offering a framework for secondary prevention immunotherapy.

Multimodal profiling of the transcriptional regulatory landscape of the developing mouse cortex identifies Neurog2 as a key epigenome remodeler
Florian Noack, Silvia Vangelisti, Gerald Raffl et al.|Nature Neuroscience|2022
Cited by 77Open Access

How multiple epigenetic layers and transcription factors (TFs) interact to facilitate brain development is largely unknown. Here, to systematically map the regulatory landscape of neural differentiation in the mouse neocortex, we profiled gene expression and chromatin accessibility in single cells and integrated these data with measurements of enhancer activity, DNA methylation and three-dimensional genome architecture in purified cell populations. This allowed us to identify thousands of new enhancers, their predicted target genes and the temporal relationships between enhancer activation, epigenome remodeling and gene expression. We characterize specific neuronal transcription factors associated with extensive and frequently coordinated changes across multiple epigenetic modalities. In addition, we functionally demonstrate a new role for Neurog2 in directly mediating enhancer activity, DNA demethylation, increasing chromatin accessibility and facilitating chromatin looping in vivo. Our work provides a global view of the gene regulatory logic of lineage specification in the cerebral cortex.

Pertpy: an end-to-end framework for perturbation analysis
Lukas Heumos, Yuge Ji, L T May et al.|bioRxiv (Cold Spring Harbor Laboratory)|2024
Cited by 41Open Access

Advances in single-cell technology have enabled the measurement of cell-resolved molecular states across a variety of cell lines and tissues under a plethora of genetic, chemical, environmental, or disease perturbations. Current methods focus on differential comparison or are specific to a particular task in a multi-condition setting with purely statistical perspectives. The quickly growing number, size, and complexity of such studies requires a scalable analysis framework that takes existing biological context into account. Here, we present pertpy, a Python-based modular framework for the analysis of large-scale perturbation single-cell experiments. Pertpy provides access to harmonized perturbation datasets and metadata databases along with numerous fast and user-friendly implementations of both established and novel methods such as automatic metadata annotation or perturbation distances to efficiently analyze perturbation data. As part of the scverse ecosystem, pertpy interoperates with existing libraries for the analysis of single-cell data and is designed to be easily extended.

Joint epigenome profiling reveals cell-type-specific gene regulatory programmes in human cortical organoids
Florian Noack, Silvia Vangelisti, Nora Ditzer et al.|Nature Cell Biology|2023
Cited by 17Open Access

Gene expression is regulated by multiple epigenetic mechanisms, which are coordinated in development and disease. However, current multiomics methods are frequently limited to one or two modalities at a time, making it challenging to obtain a comprehensive gene regulatory signature. Here, we describe a method-3D genome, RNA, accessibility and methylation sequencing (3DRAM-seq)-that simultaneously interrogates spatial genome organization, chromatin accessibility and DNA methylation genome-wide and at high resolution. We combine 3DRAM-seq with immunoFACS and RNA sequencing in cortical organoids to map the cell-type-specific regulatory landscape of human neural development across multiple epigenetic layers. Finally, we apply a massively parallel reporter assay to profile cell-type-specific enhancer activity in organoids and to functionally assess the role of key transcription factors for human enhancer activation and function. More broadly, 3DRAM-seq can be used to profile the multimodal epigenetic landscape in rare cell types and different tissues.

CRAMP1 drives linker histone expression to enable Polycomb repression
Cited by 8Open Access

In contrast to the well-understood role of core histones in DNA packaging, the function of the linker histone (H1) remains enigmatic. Challenging the prevailing view that linker histones are a general feature of heterochromatin, here we show a critical requirement for H1 in Polycomb repressive complex 2 (PRC2) function. A CRISPR-Cas9 genetic screen using a fluorescent PRC2 reporter identified an essential role for the poorly characterized gene CRAMP1 in PRC2-mediated repression. CRAMP1 localizes to the promoters of expressed H1 genes and positively regulates their transcription. CRAMP1 ablation simultaneously depletes all linker histones, which results in selective decompaction of H3K27me3-marked loci and derepression of PRC2 target genes without concomitant loss of PRC2 occupancy or enzymatic activity. Strikingly, we find that linker histones preferentially localize to genomic loci marked by H3K27me3 across diverse cell types and organisms. Altogether, these data demonstrate a prominent role for linker histones in epigenetic repression by PRC2. • A genome-wide CRISPR screen reveals CRAMP1 is required for PRC2 repression • CRAMP1 binds linker histone genes and drives their expression • Linker histones are enriched at H3K27me3-marked genomic loci • Linker histone insufficiency following CRAMP1 ablation abrogates PRC2 repression Challenging the prevailing view that H1 linker histones represent a general feature of repressed chromatin, Matthews et al. show a specific requirement for H1 in epigenetic repression by PRC2. Ablation of the H1 activator CRAMP1 results in linker histone insufficiency and derepression of PRC2 target genes.