Reference-free deconvolution of complex samples based on cross-cell-type differential analysis: Systematic evaluations with various feature selection options
Comprehensive simulation studies and analyses of seven real datasets show the excellent performance of the proposed method. The proposed method, that is, reference-free deconvolution based on cross-cell-type differential (RFdecd), is implemented as an R package at https://github.com/wwzhang-study/RFdecd.
Authors
- Ling Peng (ORCID: https://orcid.org/0000-0002-6535-477X)
- Z. F. Tian (ORCID: https://orcid.org/0009-0008-4793-8924)
- Weiwei Zhang (ORCID: https://orcid.org/0000-0001-7836-8874)
Institutions
- Shaoxing University (CN)
Publication Details
- Journal
- Frontiers in Genetics
- Published
- 2025-05-30
- DOI
- https://doi.org/10.3389/fgene.2025.1570781
- Primary Topic
- Single-cell and spatial transcriptomics
- Type
- article
- Field-Weighted Citation Impact
- 0.00