Single cell data

Time-resolved analysis of nuclear-to-cytoplasmic SMAD2 ratio in individual cells. For some datasets, data regarding motility and cell death is included as well.

Data is provided in CSV format and generally organized in time points (rows) and individual cells (columns). For each experiment, several files are provided:

_data.csv - nuc/cyt SMAD2 ratio _conditions.csv - labeling of experimental conditions _map.csv - vector mapping individual cells to experimental conditions, numbering is according to the order given in the corresponding _conditions.csv file. _timeLine.csv - time points for measurements given in minutes _motility.csv - distance moved per time point given in µm/h _division.csv - number of divisions for each cells _fractiondead.csv - fraction of dead cells per field of view - please note that this data is not resolved at the single cell level!

The MATLAB script "ReproduceFigures.m" allows to reproduce most data panels from the publication and should help to guide you through the data. Effect sizes need to be calculated separately using the function "permTest.m" and the parameters given in the publication.

Identifier
Source https://tudatalib.ulb.tu-darmstadt.de/handle/tudatalib/3725.2
Metadata Access https://tudatalib.ulb.tu-darmstadt.de/oai/openairedata?verb=GetRecord&metadataPrefix=oai_datacite&identifier=oai:tudatalib.ulb.tu-darmstadt.de:tudatalib/3725.2
Provenance
Creator Bohn, Stefan; Hexemer, Lorenz; Huang, Zixin; Strohmaier, Laura; Lenhardt, Sonja; Legewie, Stefan; Loewer, Alexander
Publisher TU Darmstadt
Contributor Deutsche Forschungsgemeinschaft; TU Darmstadt
Publication Year 2023
Funding Reference Deutsche Forschungsgemeinschaft info:eu-repo/grantAgreement/DFG/LO1634/7-1/DynamikundFunktion
Rights Creative Commons Attribution 4.0; info:eu-repo/semantics/openAccess
OpenAccess true
Contact https://tudatalib.ulb.tu-darmstadt.de/page/contact
Representation
Resource Type Dataset
Format text/plain; application/zip
Discipline Other