Publications
Publications of 2022
The works of 2022 by the lab's members during their time here, from their ORCID records, Crossref and Europe PMC.
48 publications10 preprintsLater: 2023Earlier: 2021All publications
202248 publications
Topic: Perturbation responses Topic: Immunity and inflammationSpatial transcriptomics landscape of lesions from non-communicable inflammatory skin diseases
Topic: Immunity and inflammationT cells modulate the microglial response to brain ischemia
Topic: Spatial omicsSpatial proteomics in three-dimensional intact specimens
Topic: Metabolism and diabetesA transcriptional cross species map of pancreatic islet cells
Topic: Immunity and inflammationTDP-43 condensates and lipid droplets regulate the reactivity of microglia and regeneration after traumatic brain injury
Topic: Networks and graphsNetwork reconstruction for trans acting genetic loci using multi-omics data and prior information
Topic: Deep learning and generative modelsModeling intercellular communication in tissues using spatial graphs of cells
Topic: Single-cell genomicsPytometry: Flow and mass cytometry analytics in Python
Topic: Cell fate and dynamicsModeling Single-Cell Dynamics Using Unbalanced Parameterized Monge Maps
Topic: Perturbation responsesEx vivo modeling of human lung fibrogenesis and drug mode of action screens using single cell RNA-seq in precision-cut lung slices
Topic: Immunity and inflammationSingle cell transcriptomic dissection of virus induced immunopathology in interferon gamma receptor null mice
Topic: Bulk omics and geneticsEarly transcriptional responses of bronchial epithelial cells to whole cigarette smoke mirror those of in-vivo exposed human bronchial mucosa
Topic: Cell fate and dynamicsProbing cell identity hierarchies by fate titration and collision during direct reprogramming
Topic: Brain and mental healthPrimary cilia and SHH signaling impairments in human and mouse models of Parkinson’s disease
Topic: Brain and mental healthVariant-risk-exon interplay impacts circadian rhythm and dopamine signaling pathway in severe psychiatric disorders
Topic: ImagingInterpretable surface-based detection of focal cortical dysplasias: a Multi-centre Epilepsy Lesion Detection study
Topic: Single-cell genomicsPathogenic variants damage cell composition and single cell transcription in cardiomyopathies
Topic: Metabolism and diabetesSynaptotagmin-13 orchestrates pancreatic endocrine cell egression and islet morphogenesis
Topic: Single-cell genomicsCIARA: a cluster-independent algorithm for the identification of markers of rare cell types from single-cell RNA seq data
Topic: Immunity and inflammationAssociation of bronchial steroid inducible methylation quantitative trait loci with asthma and chronic obstructive pulmonary disease treatment response
Topic: Spatial omicsProteomics of spatially identified tissues in whole organs
Topic: Immunity and inflammationAlveolar macrophages in early stage COPD show functional deviations with properties of impaired immune activation
Topic: Single-cell genomicsOrigin and function of activated fibroblast states during zebrafish heart regeneration
Topic: Perturbation responsesMultiCPA: Multimodal Compositional Perturbation Autoencoder
Topic: Brain and mental healthKetamine exerts its sustained antidepressant effects via cell-type-specific regulation of Kcnq2
Topic: Metabolism and diabetesHeterogeneous Development of β-Cell Populations in Diabetes-Resistant and -Susceptible Mice
Topic: Cell fate and dynamicsLy6D+Siglec-H+ precursors contribute to conventional dendritic cells via a Zbtb46+Ly6D+ intermediary stage
Topic: Immunity and inflammationMature neutrophils and a NF-κB-to-IFN transition determine the unifying disease recovery dynamics in COVID-19
Topic: Immunity and inflammationGene expression based molecular test proves clinical validity as diagnostic aid for the differential diagnosis of psoriasis and eczema in formalin fixed and paraffin embedded tissue
Topic: Brain and mental healthCell-Type-Specific Impact of Glucocorticoid Receptor Activation on the Developing Brain: A Cerebral Organoid Study
Topic: Benchmarks and best practicesMultimodal single cell data integration challenge: results and lessons learned
Topic: Cell fate and dynamicsParkinson's disease motor symptoms rescue by CRISPRa‐reprogramming astrocytes into GABAergic neurons
Topic: Data integrationIntegration and querying of multimodal single-cell data with PoE-VAE
Topic: Brain and mental healthConcept of the Munich/Augsburg Consortium Precision in Mental Health for the German Center of Mental Health
Topic: Metabolism and diabetesToward modeling metabolic state from single-cell transcriptomics
Topic: Single-cell genomicsUltra‐high sensitivity mass spectrometry quantifies single‐cell proteome changes upon perturbation
Topic: Perturbation responsesRapid Inhibitor Discovery by Exploiting Synthetic Lethality
Topic: Spatial omicsSpatial components of molecular tissue biology
Topic: Open-source softwareA Python library for probabilistic analysis of single-cell omics data
Topic: Perturbation responsesEffect of Atmospheric Aging on Soot Particle Toxicity in Lung Cell Models at the Air–Liquid Interface: Differential Toxicological Impacts of Biogenic and Anthropogenic Secondary Organic Aerosols (SOAs)
Topic: Spatial omicsSquidpy: a scalable framework for spatial omics analysis
Topic: Cell atlasesThe discovAIR project: a roadmap towards the Human Lung Cell Atlas
Topic: Gene regulationIntegration of single-cell transcriptomes and chromatin landscapes reveals regulatory programs driving pharyngeal organ development
Topic: Cell fate and dynamicsCellRank for directed single-cell fate mapping
Topic: Perturbation responsesRepeated toxic injuries of murine liver are tolerated through microsteatosis and mild inflammation
Topic: ImagingNoise Transfer for Unsupervised Domain Adaptation of Retinal OCT Images
Topic: Data integrationBenchmarking atlas-level data integration in single-cell genomics - integration task datasets