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ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
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RUCova: Removal of Unwanted Covariance in mass cytometry data

Authors: Astaburuaga-García, Rosario; Sell, Thomas; Mutlu, Samet; Sieber, Anja; Lauber, Kirsten; Blüthgen, Nils;

RUCova: Removal of Unwanted Covariance in mass cytometry data

Abstract

Mass cytometry data, cell area measurement data, and R Markdown reports to reproduce the figures of our publication and understand the application of RUCova. Raw data were saved post de-convolution and spillover-compensation. Gates for singlets and non-dead cells (low_Pt) are included as logical columns and should be applied prior to usage. Mass cytometry data sets: data1_HNSCC.csv -> Data from 10 Head-and-neck squamous cell carcinoma (HNSCC) cell lines in control condition and 48 h after irradiation with 10 Gy. marker_category_HNSCC.csv -> table for each marker in the mass cytometry panel and category. data2_FACS.csv -> Data from Cal33 cell line under different stimuli and FACS-sorted by size (small and large). size_gates.png -> Image depicting the FACS sorting. data3_ru.csv -> Data from Cal33 cell line with Ruthenium staining (Rapsomaniki et. al. 2018, doi: 10.1038/s41467-018-03005-5). data_ruthenium_rapsomaniki.csv (data from Rapsomaniki et. al. 2018) Cell area measurement data: cell_area_HNSCC.csv -> Measurements of the cell area [µm^2] via microscopy images for the 10 HNSCC in control condition and after irradiation with 10 Gy. R Markdown reports: analysis.Rmd analysis.html

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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