User profiles for "author:Fabian J Theis"

Fabian J Theis

Helmholtz Munich, Technical University of Munich
Verified email at helmholtz-muenchen.de
Cited by 61624

[HTML][HTML] Best practices for single-cell analysis across modalities

L Heumos, AC Schaar, C Lance, A Litinetskaya… - Nature Reviews …, 2023 - nature.com
Recent advances in single-cell technologies have enabled high-throughput molecular
profiling of cells across modalities and locations. Single-cell transcriptomics data can now …

Current best practices in single‐cell RNA‐seq analysis: a tutorial

MD Luecken, FJ Theis - Molecular systems biology, 2019 - embopress.org
Single‐cell RNA‐seq has enabled gene expression to be studied at an unprecedented
resolution. The promise of this technology is attracting a growing user base for single‐cell …

[HTML][HTML] Eleven grand challenges in single-cell data science

D Lähnemann, J Köster, E Szczurek, DJ McCarthy… - Genome biology, 2020 - Springer
The recent boom in microfluidics and combinatorial indexing strategies, combined with low
sequencing costs, has empowered single-cell sequencing technology. Thousands—or even …

[PDF][PDF] SARS-CoV-2 receptor ACE2 is an interferon-stimulated gene in human airway epithelial cells and is detected in specific cell subsets across tissues

CGK Ziegler, SJ Allon, SK Nyquist, IM Mbano, VN Miao… - Cell, 2020 - cell.com
There is pressing urgency to understand the pathogenesis of the severe acute respiratory
syndrome coronavirus clade 2 (SARS-CoV-2), which causes the disease COVID-19. SARS …

The human cell atlas

A Regev, SA Teichmann, ES Lander, I Amit, C Benoist… - elife, 2017 - elifesciences.org
The recent advent of methods for high-throughput single-cell molecular profiling has
catalyzed a growing sense in the scientific community that the time is ripe to complete the …

[HTML][HTML] SCANPY: large-scale single-cell gene expression data analysis

FA Wolf, P Angerer, FJ Theis - Genome biology, 2018 - Springer
Scanpy is a scalable toolkit for analyzing single-cell gene expression data. It includes
methods for preprocessing, visualization, clustering, pseudotime and trajectory inference …

[HTML][HTML] An integrated cell atlas of the lung in health and disease

L Sikkema, C Ramírez-Suástegui, DC Strobl… - Nature Medicine, 2023 - nature.com
Single-cell technologies have transformed our understanding of human tissues. Yet, studies
typically capture only a limited number of donors and disagree on cell type definitions …

Generalizing RNA velocity to transient cell states through dynamical modeling

V Bergen, M Lange, S Peidli, FA Wolf, FJ Theis - Nature biotechnology, 2020 - nature.com
RNA velocity has opened up new ways of studying cellular differentiation in single-cell RNA-
sequencing data. It describes the rate of gene expression change for an individual gene at a …

An atlas of genetic influences on human blood metabolites

SY Shin, EB Fauman, AK Petersen, J Krumsiek… - Nature …, 2014 - nature.com
Genome-wide association scans with high-throughput metabolic profiling provide
unprecedented insights into how genetic variation influences metabolism and complex …

Computational analysis of cell-to-cell heterogeneity in single-cell RNA-sequencing data reveals hidden subpopulations of cells

F Buettner, KN Natarajan, FP Casale, V Proserpio… - Nature …, 2015 - nature.com
Recent technical developments have enabled the transcriptomes of hundreds of cells to be
assayed in an unbiased manner, opening up the possibility that new subpopulations of cells …