Gilles Gasparoni

Gilles Gasparoni

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Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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25 July 2018 in Epigenetics & Chromatin
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Journal Article
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GGGilles Gasparoni
Gilles Gasparoni
SBSebastian Bultmann
Sebastian Bultmann
PLPavlo Lutsik
Pavlo Lutsik
TKTheo F. J. Kraus
Theo F. J. Kraus
SSSabrina Sordon
Sabrina Sordon
JWJörn Walter
Jörn Walter
Epigenome-wide association studies (EWAS) based on human brain samples allow a deep and direct understanding of epigenetic dysregulation in Alzheimer’s disease (AD). However, strong variation of cell-type proportions across brain tissue samples represents a significant source of data noise. Here, we report the first EWAS based on sorted neuronal and non-neuronal (mostly glia) nuclei from postmortem human brain tissues. We show that cell sorting strongly enhances the robust detection of disease-related DNA methylation changes even in a relatively small cohort. We identify numerous genes with cell-type-specific methylation signatures and document differential methylation dynamics associated with aging specifically in neurons such as CLU, SYNJ2 and NCOR2 or in glia RAI1,CXXC5 and INPP5A. Further, we found neuron or glia-specific associations with AD Braak stage progression at genes such as MCF2L, ANK1, MAP2, LRRC8B, STK32C and S100B. A comparison of our study with previous tissue-based EWAS validates multiple AD-associated DNA methylation signals and additionally specifies their origin to neuron, e.g., HOXA3 or glia (ANK1). In a meta-analysis, we reveal two novel previously unrecognized methylation changes at the key AD risk genes APP and ADAM17. Our data highlight the complex interplay between disease, age and cell-type-specific methylation changes in AD risk genes thus offering new perspectives for the validation and interpretation of large EWAS results.

10 June 2021 in Nature Communications
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RSRebecca G. Smith
Rebecca G. Smith
EPEhsan Pishva
Ehsan Pishva
GSGemma Shireby
Gemma Shireby
ASAdam Smith
Adam Smith
JRJanou A. Y. Roubroeks
Janou A. Y. Roubroeks
KLKatie Lunnon
Katie Lunnon
Epigenome-wide association studies of Alzheimer’s disease have highlighted neuropathology-associated DNA methylation differences, although existing studies have been limited in sample size and utilized different brain regions. Here, we combine data from six DNA methylomic studies of Alzheimer’s disease (N = 1453 unique individuals) to identify differential methylation associated with Braak stage in different brain regions and across cortex. We identify 236 CpGs in the prefrontal cortex, 95 CpGs in the temporal gyrus and ten CpGs in the entorhinal cortex at Bonferroni significance, with none in the cerebellum. Our cross-cortex meta-analysis (N = 1408 donors) identifies 220 CpGs associated with neuropathology, annotated to 121 genes, of which 84 genes have not been previously reported at this significance threshold. We have replicated our findings using two further DNA methylomic datasets consisting of a further >600 unique donors. The meta-analysis summary statistics are available in our online data resource (www.epigenomicslab.com/ad-meta-analysis/).

20 February 2019 in Science Translational Medicine
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JMJulia Matthias
Julia Matthias
JMJulia Maul
Julia Maul
RNRebecca Noster
Rebecca Noster
HMHanna Meinl
Hanna Meinl
YCYing-Yin Chao
Ying-Yin Chao
Christina ZielinskiChristina Zielinski
Christina Zielinski
Sodium chloride induces and amplifies human T H 2 cell responses, potentially shaping the atopic skin microenvironment.

24 March 2017 in Genome Biology
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PLPavlo Lutsik
Pavlo Lutsik
MSMartin Slawski
Martin Slawski
GGGilles Gasparoni
Gilles Gasparoni
NVNikita Vedeneev
Nikita Vedeneev
MHMatthias Hein
Matthias Hein
JWJörn Walter
Jörn Walter
It is important for large-scale epigenomic studies to determine and explore the nature of hidden confounding variation, most importantly cell composition. We developed MeDeCom as a novel reference-free computational framework that allows the decomposition of complex DNA methylomes into latent methylation components and their proportions in each sample. MeDeCom is based on constrained non-negative matrix factorization with a new biologically motivated regularization function. It accurately recovers cell-type-specific latent methylation components and their proportions. MeDeCom is a new unsupervised tool for the exploratory study of the major sources of methylation variation, which should lead to a deeper understanding and better biological interpretation.

28 September 2018 in Genome Biology
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ASAbdulrahman Salhab
Abdulrahman Salhab
KNKarl Nordström
Karl Nordström
GGGilles Gasparoni
Gilles Gasparoni
Kathrin KattlerKathrin Kattler
Kathrin Kattler
PEPeter Ebert
Peter Ebert
JWJörn Walter
Jörn Walter
Partially methylated domains are extended regions in the genome exhibiting a reduced average DNA methylation level. They cover gene-poor and transcriptionally inactive regions and tend to be heterochromatic. We present a comprehensive comparative analysis of partially methylated domains in human and mouse cells, to identify structural and functional features associated with them. Partially methylated domains are present in up to 75% of the genome in human and mouse cells irrespective of their tissue or cell origin. Each cell type has a distinct set of partially methylated domains, and genes expressed in such domains show a strong cell type effect. The methylation level varies between cell types with a more pronounced effect in differentiating and replicating cells. The lowest level of methylation is observed in highly proliferating and immortal cancer cell lines. A decrease of DNA methylation within partially methylated domains tends to be linked to an increase in heterochromatic histone marks and a decrease of gene expression. Characteristic combinations of heterochromatic signatures in partially methylated domains are linked to domains of early and middle S-phase and late S-G2 phases of DNA replication. Partially methylated domains are prominent signatures of long-range epigenomic organization. Integrative analysis identifies them as important general, lineage- and cell type-specific topological features. Changes in partially methylated domains are hallmarks of cell differentiation, with decreased methylation levels and increased heterochromatic marks being linked to enhanced cell proliferation. In combination with broad histone marks, partially methylated domains demarcate distinct domains of late DNA replication.

29 July 2016 in Epigenetics & Chromatin
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SWStefan Wallner
Stefan Wallner
CSChristopher Schröder
Christopher Schröder
ELElsa Leitão
Elsa Leitão
TBTea Berulava
Tea Berulava
CHClaudia Haak
Claudia Haak
BHBernhard Horsthemke
Bernhard Horsthemke
Monocyte-to-macrophage differentiation involves major biochemical and structural changes. In order to elucidate the role of gene regulatory changes during this process, we used high-throughput sequencing to analyze the complete transcriptome and epigenome of human monocytes that were differentiated in vitro by addition of colony-stimulating factor 1 in serum-free medium. Numerous mRNAs and miRNAs were significantly up- or down-regulated. More than 100 discrete DNA regions, most often far away from transcription start sites, were rapidly demethylated by the ten eleven translocation enzymes, became nucleosome-free and gained histone marks indicative of active enhancers. These regions were unique for macrophages and associated with genes involved in the regulation of the actin cytoskeleton, phagocytosis and innate immune response. In summary, we have discovered a phagocytic gene network that is repressed by DNA methylation in monocytes and rapidly de-repressed after the onset of macrophage differentiation.