Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
versions View all 2 versions
addClaim

openDVP tutorial dataset

Authors: Fritzsche, Sonja; Nimo, Jose;

openDVP tutorial dataset

Abstract

📂 Data Contents image/mIF.ome.tif A multiplex immunofluorescence (mIF) image in OME-TIFF format. Serves as the base image for segmentation and analysis. segmentation/segmentation_mask.tif Segmentation mask labeling individual cells. Same dimensions as the input image. Generated using Cellpose nuclei model + 5px expansion. manual_artefact_annotations/artefacts.geojson Hand-curated annotations of tissue and image artefacts. Useful for excluding artefactual regions from downstream quantification. phenotyping/celltype_matrix.csv Matrix of celltype identities/phenotypes. Follows scimap phenotyping matrix scheme. phenotyping/gates.csv Definitions of gating strategies used to assign cell types (e.g., thresholds per marker). Enables reproducible phenotyping logic. quantification/quant.csv Spatially resolved quantification (e.g., mean marker intensities per cell). proteomics/DIANN_pg_matrix.csv Protein group abundance matrix generated from DIA-MS using DIA-NN. Rows = proteins; columns = regions collected from tissue. proteomics/DIANN_metadata.csv Sample metadata for the proteomics matrix, e.g., region name, acquisition info, batch. proteomics/collection_shapes.geojson Spatial outlines of tissue regions collected for LC-MS (e.g., laser capture shapes). Enables mapping proteomics data back to tissue context. 🧪 Intended Use This dataset is designed for testing openDVP functionalities. Developing and demonstrating spatial multi-omic integration pipelines. Quality control single-cell segmentation, artefact removal, and phenotyping methods. Linking spatial image data with region-specific proteomic measurements.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average