--- library_name: pyaging tags: - pyaging - aging-clock - biology - dna-methylation --- # xchrom X-chromosome first-principal-component score used with the Y score to infer X dosage and classify 46,XX, 46,XY, 45,X, and 47,XXY samples. Feature screening and PCA used 450K whole-blood data from 18-year-olds; EPIC data were used for validation. Model weights retain the original authors' terms; the pyaging software license does not relicense them. | | | |---|---| | **Predicts** | X-chromosome dosage | | **Species** | Homo sapiens | | **Tissue** | whole blood | | **Data type** | DNA methylation | | **Model type** | principal component analysis | | **Year** | 2021 | ## Use with pyaging ```python import pyaging as pya pya.pred.predict_age(adata, ["xchrom"]) ``` Browse every clock in the [pyaging Clock Catalogue](https://pyaging.readthedocs.io). ## Citation Wang, Y. et al. DNA methylation-based sex classifier to predict sex and identify sex chromosome aneuploidy. BMC Genomics 22, 484 (2021). https://doi.org/10.1186/s12864-021-07675-2