Publications
2025 Scientific Article in Nature Neuroscience Nat. Neurosci. 28, 457-469 (2025)
Astrocyte heterogeneity reveals region-specific astrogenesis in the white matter.
2025 Scientific Article in Nature Communications Nat. Commun. 16:3278 (2025)
LEOPARD: Missing view completion for multi-timepoint omics data via representation disentanglement and temporal knowledge transfer.
2025 Review in Nature Cell Biology Nat. Cell Biol. 27, 384–392 (2025)
Biases in machine-learning models of human single-cell data.
2025 Scientific Article in Clinical Epigenetics Clin. Epigenet. 17, 16:58 (2025)
Cross-sectional and longitudinal association of seven DNAm-based predictors with metabolic syndrome and type 2 diabetes.
2025 Scientific Article in Nature Genetics Nat. Genet. 57, 539-547 (2025)
Meta-analysis of genome-wide associations and polygenic risk prediction for atrial fibrillation in more than 180,000 cases.
2025 Scientific Article in Science Advances Sci. Adv. 11:eadn8631 (2025)
Chronic exposure to glucocorticoids amplifies inhibitory neuron cell fate during human neurodevelopment in organoids.
2025 Review in Molecular Systems Biology Mol. Syst. Biol. 21, 214-230 (2025)
Leveraging prior knowledge to infer gene regulatory networks from single-cell RNA-sequencing data.
2025 Review in Nature Genetics Nat. Genet., DOI: 10.1038/s41588-025-02124-2 (2025)
Causal machine learning for single-cell genomics.
2025 Nature Structural & Molecular Biology Nat. Struct. Mol. Biol. 32:405 (2025)
Author Correction: Structural basis of tRNA recognition by the m3C RNA methyltransferase METTL6 in complex with SerRS seryl-tRNA synthetase.
2025 Editorial in Nature reviews. Cardiology Nat. Rev. Cardiol., DOI: 10.1038/s41569-025-01132-3 (2025)
Predictive cardio-omics: Translating single-cell multiomics into tools for personalized medicine.
2025 Scientific Article in Nature Nature, DOI: 10.1038/s41586-025-08720-w (2025)
Genomic determinants of antigen expression hierarchy in African trypanosomes.
2025 Other: News Item in Nature Nature, DOI: 10.1038/d41586-025-00107-1 (2025)
Multimodal cell mapping with optimal transport.
2025 Scientific Article in Nature Aging Nature Aging, DOI: 10.1038/s43587-024-00798-7 (2025)
Niche-derived Semaphorin 4A safeguards functional identity of myeloid-biased hematopoietic stem cells.
2025 Scientific Article in Nature Communications Nat. Commun. 16:1077 (2025)
A compendium of Amplification-Related Gain Of Sensitivity genes in human cancer.
2025 Scientific Article in Cell Death and Differentiation Cell Death Differ., DOI: 10.1038/s41418-025-01445-3 (2025)