dandelionR: Single-cell immune repertoire trajectory analysis in R

Integration of single-cell RNA-sequencing (scRNA-seq) and adaptive immune receptor (AIR) sequencing (scVDJ-seq) is extremely powerful in studying lymphocyte development. A python-based package, <i>Dandelion</i>, introduced the VDJ-feature space method, which addresses the challenge of integrating single-cell AIR data with gene expression data and enhances trajectory analysis results. However, no R-based equivalent or similar methods currently exist. To fill this gap, we present <i>dandelionR</i>, an R implementation of <i>Dandelion</i>'s trajectory analysis workflow, bringing the VDJ feature space construction and trajectory analysis using diffusion maps and absorbing Markov chains to R, offering a new option for scRNA-seq and scVDJ-seq analysis to R users.

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Publication Details

Journal
Computational and Structural Biotechnology Journal
Published
2025-01-01
DOI
https://doi.org/10.1016/j.csbj.2025.06.047
Primary Topic
Single-cell and spatial transcriptomics
Type
article
Field-Weighted Citation Impact
0.00

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article

dandelionR: Single-cell immune repertoire trajectory analysis in R

Zewen Kelvin Tuong, Nicholas Borcherding, Jiawei Yu, Xiaohan Xu
Computational and Structural Biotechnology Journal
Single-cell and spatial transcriptomics
article

dandelionR: Single-cell immune repertoire trajectory analysis in R

Zewen Kelvin Tuong, Nicholas Borcherding, Jiawei Yu, Xiaohan Xu
article en

Abstract

Integration of single-cell RNA-sequencing (scRNA-seq) and adaptive immune receptor (AIR) sequencing (scVDJ-seq) is extremely powerful in studying lymphocyte development. A python-based package, <i>Dandelion</i>, introduced the VDJ-feature space method, which addresses the challenge of integrating single-cell AIR data with gene expression data and enhances trajectory analysis results. However, no R-based equivalent or similar methods currently exist. To fill this gap, we present <i>dandelionR</i>, an R implementation of <i>Dandelion</i>'s trajectory analysis workflow, bringing the VDJ feature space construction and trajectory analysis using diffusion maps and absorbing Markov chains to R, offering a new option for scRNA-seq and scVDJ-seq analysis to R users.

Computational and Structural Biotechnology JournalVol. 27
Children's Medical Research Institute (AU), Washington University in St. Louis (US)
Children's Hospital Foundation
Zero hunger
Openalex Percentile: Top 86%
Single-cell and spatial transcriptomics
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