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Software . 2026
Data sources: ZENODO
ZENODO
Software . 2026
Data sources: Datacite
ZENODO
Software . 2026
Data sources: Datacite
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A kinetics-based model of hematopoiesis reveals extrinsic regulation of skewed lineage output from stem cells - code & data repository

Authors: Grünschläger, Florian; Rodriguez-Correa, Esther; Nizharadze, Tamar; Sedlmeier, Anastasia; Höfer, Thomas; Hübschmann, Daniel; Haas, Simon; +1 Authors

A kinetics-based model of hematopoiesis reveals extrinsic regulation of skewed lineage output from stem cells - code & data repository

Abstract

Code & Data Repository Description This repository contains the scripts, source and scRNA-seq data to generate the main and supplementary figures within the manuscript Linking stem cell heterogeneity to reconstitution kinetic through in-depth single-cell analyses of clonally-derived hematopoietic systems. scRNA-seq datasets Single-cell RNA sequencing data derive from five single-HSC-derived murine hematopoietic systems, as well as two polyclonal controls. The resulting clonally-resolved hematopoietic bone marrow atlas (scBM_atlas.rds) consists of 76,863 high-quality cells and covers all major hematopoietic cell types, including differentiation tracks (slingshot.rds) from the most immature HSCs to all lineage-committed progenitors (HSPCs.rds) and their continued maturation into blood and immune cells. Manuscript source code and tabular data This folder contains the code and manuscript source data for the manuscript. Quick Start: Setting Up Your R Project To ensure all scripts run correctly, you must set up your R Project (.Rproj) in the root directory of this repository. The scripts are written assuming that the "Manuscript" and "scRNA-seq Data" folders are located directly inside your working directory, i.e. the project folder should look like this: My_Analysis/ <-- R Project Root (WD)├── My_Analysis.Rproj ├── Manuscript/└── scRNAseqData/

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    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).
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    popularity
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    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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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!
1
Top 10%
Average
Average