FemXpress: Systematic Analysis of X Chromosome Inactivation Heterogeneity in Female Single‐Cell RNA‐Seq Samples
X chromosome inactivation (XCI) is crucial for balancing X-linked gene dosage in female cells by randomly silencing one X chromosome during early embryogenesis. However, accurately classifying cells based on the parental origin of the inactivated X chromosome in single-cell samples remains challenging. Here we present FemXpress, a computational tool leveraging X-linked single nucleotide polymorphisms (SNPs) to group cells based on the origin of the inactivated X chromosome in female single-cell RNA sequencing (scRNA-Seq) data. FemXpress performs robustly on both simulated and real datasets, without requiring parental genomic information, and can also identify genes that escape XCI. Applying FemXpress to single-cell RNA-Seq data from multiple tissues of a cynomolgus monkey, we reveal heterogeneity in XCI origin across organs and cell types. In each organ, we identify candidate XCI-escaping genes, and within each cell type, we observe gene expression differences associated with XCI origin, potentially contributing to phenotypic variability. Furthermore, FemXpress demonstrated strong performance in phasing XCI in scRNA-Seq datasets from embryos and colon tumors. In summary, FemXpress provides a powerful approach for XCI status analysis, offering new insights into XCI dynamics at single-cell resolution.
Authors
- Guihai Feng (ORCID: https://orcid.org/0000-0002-8726-1734)
- Dedong Li (ORCID: https://orcid.org/0000-0002-9474-390X)
- Yuanchun Zhou (ORCID: https://orcid.org/0000-0003-2144-1131)
- Sinan Ma (ORCID: https://orcid.org/0009-0005-1193-4882)
- Yingke Ma (ORCID: https://orcid.org/0000-0002-9460-4117)
- Chao Liu (ORCID: https://orcid.org/0009-0004-6438-4311)
- Wei Li (ORCID: https://orcid.org/0000-0001-7864-404X)
- Xin Wang (ORCID: https://orcid.org/0000-0001-6250-910X)
- Pengfei Wang (ORCID: https://orcid.org/0009-0002-2900-5561)
- Siqi Wang (ORCID: https://orcid.org/0000-0002-7121-2321)
- Qi Zhou (ORCID: https://orcid.org/0000-0002-6549-9362)
- Ying Zhang (ORCID: https://orcid.org/0000-0001-6808-6240)
- Yukai Wang (ORCID: https://orcid.org/0000-0003-2468-3208)
- Wentao Cui (ORCID: https://orcid.org/0000-0002-9835-9307)
- Qingtong Shan
- Tianshi Pan (ORCID: https://orcid.org/0009-0002-2608-0080)
Institutions
- Northeast Agricultural University (CN)
- Chinese Academy of Sciences (CN)
- Beijing Institute of Genomics (CN)
- Computer Network Information Center (CN)
- University of Chinese Academy of Sciences (CN)
- Institute of Zoology (CN)
Publication Details
- Journal
- Advanced Science
- Published
- 2025-06-29
- DOI
- https://doi.org/10.1002/advs.202504754
- Primary Topic
- Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Chinese Academy of Sciences
- Institute of Zoology, Chinese Academy of Sciences
- National Key Research and Development Program of China