Luecken multiome human bone marrow 2021 s4d8 preprocessing

Dataset published by Luecken et al. 2021 which contains data from human bone marrow measured through joint profiling of single-nucleus RNA and chromatin accessibility using the 10X Genomics Single Cell Multiome ATAC + Gene Expression Kit. All files stored in this entry are from sample 4 donor 8 and contain updated/additional objects depending on the preprocessing step applied. <br> The respective raw files can be downloaded here:<br> File description <em>s4d8_quality_control.h5ad</em>: Quality controlled cells by features matrix (filtering low-quality cells, ambient RNA correction, doublet detection). <em>s4d8_normalization.h5ad</em>: Normalized cells by features matrix (shifted logarithm, scran and pearson residuals normalization). <em>s4d8_feature_selection.h5ad</em>: Normalized cells by features matrix with additional entries for highly deviant and highly variable features. <em>s4d8_dim_red.h5ad</em>: Normalized cells by features matrix with lower dimensional PCA embedding, UMAP embedding and t-SNE embedding. <strong>Citation</strong> Luecken, M. D. <em>et al.</em> A sandbox for prediction and integration of DNA, RNA, and proteins in single cells. Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (2021). <strong>Original data link</strong> https://openproblems.bio/neurips_docs/data/dataset/