2025
Journal Articles
ChromatinHD connects single-cell DNA accessibility and conformation to gene expression through scale-adaptive machine learning
Nature Communications. 2025. Vol. 16, num. 1, p. 317. DOI : 10.1038/s41467-024-55447-9.Towards a consensus atlas of human and mouse adipose tissue at single-cell resolution
Nature Metabolism. 2025. DOI : 10.1038/s42255-025-01296-9.Transcriptomic profiling of murine GnRH neurons reveals developmental trajectories linked to human reproduction and infertility
Theranostics. 2025. Vol. 15, num. 8, p. 3673 – 3692. DOI : 10.7150/thno.91873.Theses
Leveraging chromatin modules to explore the impact of regulatory variation on disease
Lausanne, EPFL, 2025.2024
Journal Articles
Non-coding variants impact cis-regulatory coordination in a cell type-specific manner
Genome biology. 2024. Vol. 25, num. 1. DOI : 10.1186/s13059-024-03333-4.Predicting standardized uptake value of brown adipose tissue from CT scans using convolutional neural networks
Nature communications. 2024. Vol. 15, num. 1. DOI : 10.1038/s41467-024-52622-w.DGRPool, a web tool leveraging harmonized Drosophila Genetic Reference Panel phenotyping data for the study of complex traits
eLife. 2024. Vol. 12. DOI : 10.7554/eLife.88981.Context transcription factors establish cooperative environments and mediate enhancer communication
Nature genetics. 2024. Vol. 56, num. 10, p. 2199 – 2212. DOI : 10.1038/s41588-024-01892-7.A human omentum-specific mesothelial-like stromal population inhibits adipogenesis through IGFBP2 secretion
Cell metabolism. 2024. Vol. 36, num. 7, p. 1566 – 1585.e9. DOI : 10.1016/j.cmet.2024.04.017.Multi-well plate lid for single-step pooling of 96 samples for high-throughput barcode-based sequencing
Biomedical Microdevices. 2024. Vol. 26, num. 2, p. 18. DOI : 10.1007/s10544-024-00702-5.Reviews
The evolution of DNA sequencing with microfluidics
NATURE REVIEWS GENETICS. 2024. Vol. 26, num. 1. DOI : 10.1038/s41576-024-00783-1.2023
Journal Articles
Systematic benchmarking of single-cell ATAC-sequencing protocols
Nature Biotechnology. 2023. DOI : 10.1038/s41587-023-01881-x.Pseudomonas aeruginosa type IV pili actively induce mucus contraction to form biofilms in tissue-engineered human airways
Plos Biology. 2023. Vol. 21, num. 8, p. e3002209. DOI : 10.1371/journal.pbio.3002209.Direct In Vivo Activation of T Cells with Nanosized Immunofilaments Inhibits Tumor Growth and Metastasis
Acs Nano. 2023. DOI : 10.1021/acsnano.2c11884.Single-cell biology: what does the future hold?
Molecular Systems Biology. 2023. DOI : 10.15252/msb.202311799.Reviews
Chromatin modules and their implication in genomic organization and gene regulation
Trends In Genetics. 2023. Vol. 39, num. 2, p. 140 – 153. DOI : 10.1016/j.tig.2022.11.003.Theses
Cross-anatomical single-cell definition and characterization of human adipose progenitor niche
Lausanne, EPFL, 2023.Novel quantitative bioengineered tools to track human bone marrow niche cellular constituents in health and disease
Lausanne, EPFL, 2023.A single-cell-based characterization of mammalian adipose stem and progenitor cell heterogeneity and function
Lausanne, EPFL, 2023.2022
Journal Articles
Postnatal expansion of mesenteric lymph node stromal cells towards reticular and CD34(+) stromal cell subsets
Nature Communications. 2022. Vol. 13, num. 1, p. 7227. DOI : 10.1038/s41467-022-34868-4.Diverse cell-specific patterns of alternative polyadenylation in Drosophila
Nature Communications. 2022. Vol. 13, num. 1, p. 5372. DOI : 10.1038/s41467-022-32305-0.Mammalian adipogenesis regulator (Areg) cells use retinoic acid signalling to be non- and anti-adipogenic in age-dependent manner
Embo Journal. 2022. p. e108206. DOI : 10.15252/embj.2021108206.Live-seq enables temporal transcriptomic recording of single cells
Nature. 2022. Vol. 608, p. 733 – 740. DOI : 10.1038/s41586-022-05046-9.A Tead1-Apelin axis directs paracrine communication from myogenic to endothelial cells in skeletal muscle
Iscience. 2022. Vol. 25, num. 7, p. 104589. DOI : 10.1016/j.isci.2022.104589.A leukemia-protective germline variant mediates chromatin module formation via transcription factor nucleation
Nature Communications. 2022. Vol. 13, num. 1, p. 2042. DOI : 10.1038/s41467-022-29625-6.Fly Cell Atlas: A single-nucleus transcriptomic atlas of the adult fruit fly
Science. 2022. Vol. 375, num. 6584, p. eabk2432. DOI : 10.1126/science.abk2432.Deterministic scRNA-seq captures variation in intestinal crypt and organoid composition
Nature Methods. 2022. Vol. 19, p. 323 – 330. DOI : 10.1038/s41592-021-01391-1.Spatial proteogenomics reveals distinct and evolutionarily conserved hepatic macrophage niches
Cell. 2022. Vol. 185, num. 2, p. 379 – +. DOI : 10.1016/j.cell.2021.12.018.Conference Papers
A Label-Free, High-Throughput Phenotypic Screen Of Adipocytic Differentiation Modulators To Accelerate Hematopoietic Recovery
2022. 51st Annual Scientific Meeting of the International-Society-for-Experimental-Hematology (ISEH), Edinburgh, SCOTLAND, Sep 01-04, 2022. p. S38 – S38.Reviews
Current challenges in understanding the role of enhancers in disease
Nature Structural & Molecular Biology. 2022. Vol. 29, p. 1148 – 1158. DOI : 10.1038/s41594-022-00896-3.2021
Journal Articles
Single-cell transcriptional profiling of splenic fibroblasts reveals subset-specific innate immune signatures in homeostasis and during viral infection
Communications Biology. 2021. Vol. 4, num. 1, p. 1355. DOI : 10.1038/s42003-021-02882-9.Recent advances in trajectory inference from single-cell omics data
Current Opinion In Systems Biology. 2021. Vol. 27, p. 100344. DOI : 10.1016/j.coisb.2021.05.005.LncRNA Ctcflos orchestrates transcription and alternative splicing in thermogenic adipogenesis
Embo Reports. 2021. p. e51289. DOI : 10.15252/embr.202051289.Disparate temperature-dependent virus-host dynamics for SARS-CoV-2 and SARS-CoV in the human respiratory epithelium
Plos Biology. 2021. Vol. 19, num. 3, p. e3001158. DOI : 10.1371/journal.pbio.3001158.The Hippo pathway controls myofibril assembly and muscle fiber growth by regulating sarcomeric gene expression
Elife. 2021. Vol. 10, p. e63726. DOI : 10.7554/eLife.63726.Extensive tissue-specific expression variation and novel regulators underlying circadian behavior
Science Advances. 2021. Vol. 7, num. 5, p. eahc3781. DOI : 10.1126/sciadv.abc3781.Theses
Towards scalable and deterministic single cell gene expression profiling
Lausanne, EPFL, 2021.Toward a mechanistic understanding of variable chromatin modules
Lausanne, EPFL, 2021.The role and transcriptional regulation of FAM46A in adipocyte differentiation
Lausanne, EPFL, 2021.Developing new tools to study and program cell fate at the single-cell level
Lausanne, EPFL, 2021.2020
Journal Articles
Inter-embryo gene expression variability recapitulates the hourglass pattern of evo-devo
Bmc Biology. 2020. Vol. 18, num. 1, p. 129. DOI : 10.1186/s12915-020-00842-z.Genomic Analysis of European Drosophila melanogaster Populations Reveals Longitudinal Structure, Continent-Wide Selection, and Previously Unknown DNA Viruses
Molecular Biology And Evolution. 2020. Vol. 37, num. 9, p. 2661 – 2678. DOI : 10.1093/molbev/msaa120.Primate-restricted KRAB zinc finger proteins and target retrotransposons control gene expression in human neurons
Science Advances. 2020. Vol. 6, num. 35, p. eaba3200. DOI : 10.1126/sciadv.aba3200.ASAP 2020 update: an open, scalable and interactive web-based portal for (single-cell) omics analyses
Nucleic Acids Research. 2020. Vol. 48, num. W1, p. W403 – W414. DOI : 10.1093/nar/gkaa412.A parallelized, automated platform enabling individual or sequential ChIP of histone marks and transcription factors
Proceedings Of The National Academy Of Sciences Of The United States Of America (PNAS). 2020. Vol. 117, num. 24, p. 13828 – 13838. DOI : 10.1073/pnas.1913261117.cis-regulatory variation modulates susceptibility to enteric infection in the Drosophila genetic reference panel
Genome Biology. 2020. Vol. 21, num. 1, p. 6. DOI : 10.1186/s13059-019-1912-z.Enteric infection induces Lark-mediated intron retention at the 5 ‘ end of Drosophila genes
Genome Biology. 2020. Vol. 21, num. 1, p. 4. DOI : 10.1186/s13059-019-1918-6.Reviews
Toward a Consensus View of Mammalian Adipocyte Stem and Progenitor Cell Heterogeneity
Trends In Cell Biology. 2020. Vol. 30, num. 12, p. 937 – 950. DOI : 10.1016/j.tcb.2020.09.007.Theses
A single-cell-based identification and characterisation of Aregs, an inhibitory subpopulation of adipose stem and precursor cells
Lausanne, EPFL, 2020.Computational study of transcription factor binding sites
Lausanne, EPFL, 2020.Multi-omics reveals abundant mitochondrial genomic and circadian expression variation in the Drosophila Genetic Reference Panel
Lausanne, EPFL, 2020.2019
Journal Articles
Systems-Genetics-Based Inference of a Core Regulatory Network Underlying White Fat Browning
Cell Reports. 2019. Vol. 29, num. 12, p. 4099 – 4113.e5. DOI : 10.1016/j.celrep.2019.11.053.Dynamic regulation of chromatin accessibility by pluripotency transcription factors across the cell cycle
Elife. 2019. Vol. 8, p. e50087. DOI : 10.7554/eLife.50087.Mitochondrial haplotypes affect metabolic phenotypes in the Drosophila Genetic Reference Panel
Nature Metabolism. 2019. Vol. 1, num. 12, p. 1226 – 1242. DOI : 10.1038/s42255-019-0147-3.Sex-dependent and sex-independent regulatory systems of size variation in natural populations
Molecular Systems Biology. 2019. Vol. 15, num. 11, p. e9012. DOI : 10.15252/msb.20199012.Commensal Gut Bacteria Buffer the Impact of Host Genetic Variants on Drosophila Developmental Traits under Nutritional Stress
Iscience. 2019. Vol. 19, p. 436 – 447. DOI : 10.1016/j.isci.2019.07.048.Multilevel regulation of the glass locus during Drosophila eye development
Plos Genetics. 2019. Vol. 15, num. 7, p. e1008269. DOI : 10.1371/journal.pgen.1008269.Simplified Drop-seq workflow with minimized bead loss using a bead capture and processing microfluidic chip
Lab On A Chip. 2019. Vol. 19, num. 9, p. 1610 – 1620. DOI : 10.1039/c9lc00014c.ZFP30 promotes adipogenesis through the KAP1-mediated activation of a retrotransposon-derived Pparg2 enhancer
Nature Communications. 2019. Vol. 10, num. 1, p. 1809. DOI : 10.1038/s41467-019-09803-9.A Comprehensive Drosophila melanogaster Transcription Factor Interactome
Cell Reports. 2019. Vol. 27, num. 3, p. 955 – 970.e7. DOI : 10.1016/j.celrep.2019.03.071.The NAD-Booster Nicotinamide Riboside Potently Stimulates Hematopoiesis through Increased Mitochondrial Clearance
Cell Stem Cell. 2019. Vol. 24, num. 3, p. 405 – 418.e7. DOI : 10.1016/j.stem.2019.02.012.Differential regulation of RNA polymerase III genes during liver regeneration
Nucleic Acids Research. 2019. Vol. 47, num. 4, p. 1786 – 1796. DOI : 10.1093/nar/gky1282.Theses
Elucidating regulatory mechanisms shaping the transcriptome and proteome of the gut immune response in Drosophila melanogaster
Lausanne, EPFL, 2019.Integrated microfluidic tools for the characterization of protein/DNA interactions in vitro and in vivo
Lausanne, EPFL, 2019.The role of the transcriptional regulator BCL6 in adipose tissue development and remodeling
Lausanne, EPFL, 2019.Patents
System for capture or immunoprecipitation of a protein-dna complex
WO2019116306.
2019.2018
Journal Articles
Engineered Multivalent Sensors to Detect Coexisting Histone Modifications in Living Stem Cells
Cell Chemical Biology. 2018. Vol. 25, num. 1, p. 51 – 56. DOI : 10.1016/j.chembiol.2017.10.008.Conference Papers
The NAD plus Salvage Pathway Potently Stimulates Hematopoiesis through Increased Mitochondrial Clearance and Asymmetric Division
2018. 60th Annual Meeting of the American-Society-of-Hematology (ASH), San Diego, CA, Dec 01-04, 2018. DOI : 10.1182/blood-2018-99-117388.Theses
The phenotypic impact of naturally occurring genetic and molecular mitochondrial variation in a Drosophila Genetic Reference Population
Lausanne, EPFL, 2018.Computational and Statistical analyses of Molecular Evolution and Demography using Large-scale Sequencing Data
Lausanne, EPFL, 2018.Patents
Device for high throughput single-cell studies
US11872559; US2019240664; WO2018051242.
2018.2017
Journal Articles
Hippo, TGF-beta, and Src-MAPK pathways regulate transcription of the upd3 cytokine in Drosophila enterocytes upon bacterial infection
Plos Genetics. 2017. Vol. 13, num. 11, p. e1007091. DOI : 10.1371/journal.pgen.1007091.GETPrime 2.0: gene- and transcript-specific qPCR primers for 13 species including polymorphisms
Nucleic Acids Research. 2017. Vol. 45, num. D1, p. D56 – D60. DOI : 10.1093/nar/gkw913.ASAP: a web-based platform for the analysis and interactive visualization of single-cell RNA-seq data
Bioinformatics. 2017. Vol. 33, num. 19, p. 3123 – 3125. DOI : 10.1093/bioinformatics/btx337.Dissecting the brown adipogenic regulatory network using integrative genomics
Scientific Reports. 2017. Vol. 7, p. 42130. DOI : 10.1038/srep42130.Tissue-specific enhancer repression through molecular integration of cell signaling inputs
Plos Genetics. 2017. Vol. 13, num. 4, p. e1006718. DOI : 10.1371/journal.pgen.1006718.Cross-Tissue Identification of Somatic Stem and Progenitor Cells Using a Single-Cell RNA-Sequencing Derived Gene Signature
Stem Cells. 2017. Vol. 35, num. 12, p. 2390 – 2402. DOI : 10.1002/stem.2719.Profiling of Single-Cell Transcriptomes
Current Protocols in Mouse Biology. 2017. Vol. 7, num. 3, p. 145 – 175. DOI : 10.1002/cpmo.30.Transcriptional regulatory logic of the diurnal cycle in the mouse liver
PLoS Biology. 2017. Vol. 15, num. 4, p. e2001069. DOI : 10.1371/journal.pbio.2001069.Bayesian association scan reveals loci associated with human lifespan and linked biomarkers
Nature Communications. 2017. Vol. 8, p. 15842. DOI : 10.1038/ncomms15842.Conference Papers
Disease-Informed Bayesian Association Scan Reveals Novel Loci Associated with Human Lifespan and Linked Biomarkers
2017. Annual Meeting of the International-Genetic-Epidemiology-Society (IGES), Queens Coll, Cambridge, ENGLAND, SEP 09-11, 2017. p. 648 – 649.Reviews
Transcription factor proteomics – Tools, applications, and challenges
Proteomics. 2017. Vol. 17, num. 3-4, p. 1600317. DOI : 10.1002/pmic.201600317.Gene regulatory mechanisms underlying the intestinal innate immune response
Current Opinion In Genetics & Development. 2017. Vol. 43, p. 46 – 52. DOI : 10.1016/j.gde.2016.11.004.Theses
Gene regulatory dynamics underlying brown fat cell differentiation
Lausanne, EPFL, 2017.2016
Journal Articles
Potential Direct Regulators of the Drosophila yellow Gene Identified by Yeast One-Hybrid and RNAi Screens
G3-Genes Genomes Genetics. 2016. Vol. 6, num. 10, p. 3419 – 3430. DOI : 10.1534/g3.116.032607.PDF Signaling Is an Integral Part of the Drosophila Circadian Molecular Oscillator
Cell Reports. 2016. Vol. 17, num. 3, p. 708 – 719. DOI : 10.1016/j.celrep.2016.09.048.Quantification of Cooperativity in Heterodimer-DNA Binding Improves the Accuracy of Binding Specificity Models
Journal of Biological Chemistry. 2016. Vol. 291, num. 19, p. 10293 – 10306. DOI : 10.1074/jbc.M115.691154.Reviews
The Genetics of Transcription Factor DNA Binding Variation
Cell. 2016. Vol. 166, num. 3, p. 538 – 554. DOI : 10.1016/j.cell.2016.07.012.Patents
Microfluidic device and method for isolation of nucleic acids
US2019091689; WO2016059619; WO2016059619.
2016.