Published June 29, 2023 | Version 0.2.5
Dataset Open

Single-cell information extracted from IMC example data

  • 1. University of Zurich

Description

If you are working with these files, please cite them as follows:

Windhager, J., Zanotelli, V.R.T., Schulz, D. et al. An end-to-end workflow for multiplexed image processing and analysis. Nat Protoc (2023). https://doi.org/10.1038/s41596-023-00881-0

This repository contains additional information related to IMC example data available at zenodo.org/record/5949116. The following files are available and are part of the IMC Data Analysis workflow

  • gated_cells.zip: contains SpatialExperiment objects storing cells that were manually gated based on their expression values to derive ground truth cell phenotype labels.
  • spe.rds: SpatialExperiment object containing the single-cell information (mean intensity per cell and per channel; cellular metadata; channel metadata) of the processed data.
  • images.rds: CytoImageList object containing the spillover-corrected images.
  • masks.rds: CytoImageList object containing the segmentation masks.

Files

gated_cells.zip

Files (991.1 MB)

Name Size Download all
md5:405aadab70feb7aaca24c1fe40f81091
65.0 MB Preview Download
md5:fd4643c32a0282f84657d9564a318fc4
823.6 MB Download
md5:3a2560f0bd5d69dac5a9114a9c096db6
1.1 MB Download
md5:563c22980fcad633fb81a46dbf32944c
101.4 MB Download

Additional details

Related works

Is derived from
Dataset: 10.5281/zenodo.5949116 (DOI)
Dataset: 10.5281/zenodo.6460961 (DOI)

Funding

SpatialOrganoids – Profiling the emergence of phenotypic heterogeneity in breast cancer organoids 892225
European Commission