DropletTestFiles-package: The 'DropletTestFiles' package

In LTLA/DropletTestFiles: Test Files for Single-Cell Droplet Utilities

Description

The DropletTestFiles package stores files for droplet-based single-cell protocols, such as those generated from 10X Genomics' CellRanger software. These files are primarily intended for testing of utilities (e.g., in DropletUtils) to handle raw pipeline output and are not (immediately) analysis-ready, unlike the SingleCellExperiment objects offered by scRNAseq and related packages. (After all, without these files, how else would we test the functions that are required to make such datasets analysis-ready?) We store these files on ExperimentHub as this has better long-term availability guarantees than sourcing them from the origin.

10X Genomics public datasets

A number of public datasets are taken from the 10X Genomics website (https://www.10xgenomics.com/resources/datasets/):

• "tenx-2.0.1-nuclei_900", 1k brain nuclei from an E18 mouse, single cell gene expression dataset by CellRanger 2.0.1. https://support.10xgenomics.com/single-cell-gene-expression/datasets/2.0.1/nuclei_900.

• "tenx-2.1.0-pbmc4k", 4k PBMCs from a healthy donor, single cell gene expression dataset by CellRanger 2.1.0. https://support.10xgenomics.com/single-cell-gene-expression/datasets/2.1.0/pbmc4k.

• "tenx-3.0.0-pbmc_10k_protein_v3", 10k PBMCs from a healthy donor - gene expression and cell surface protein, single cell gene expression dataset by CellRanger 3.0.0. https://support.10xgenomics.com/single-cell-gene-expression/datasets/3.0.0/pbmc_10k_protein_v3.

• "tenx-3.1.0-5k_pbmc_protein_v3", 5k Peripheral blood mononuclear cells (PBMCs) from a healthy donor with cell surface proteins (v3 chemistry), single cell gene expression dataset by CellRanger 3.1.0. https://support.10xgenomics.com/single-cell-gene-expression/datasets/3.1.0/5k_pbmc_protein_v3.

• "tenx-4.0.0-SC3_v3_NextGem_DI_Neuron_10K", 10k mouse E18 combined cortex, hippocampus and subventricular zone cells, dual indexed, single cell gene expression dataset by CellRanger 4.0.0. https://support.10xgenomics.com/single-cell-gene-expression/datasets/4.0.0/SC3_v3_NextGem_DI_Neuron_10K.

• "tenx-atac-1.2.0-atac_pbmc_1k_nextgem", 1k peripheral blood mononuclear cells (PBMCs) from a healthy donor (Next GEM v1.1), single cell ATAC dataset by CellRanger ATAC 1.2.0. https://support.10xgenomics.com/single-cell-atac/datasets/1.2.0/atac_pbmc_1k_nextgem.

Griffiths et al. barcode swapping files

The "bach-mammary-swapping" dataset provide the raw molecule information files from Griffiths et al. (2018). This contains 10X Genomics data from eight samples of the mouse mammary gland that were multiplexed for sequencing on either the HiSeq 2500 ("hiseq_2500/*" files) or the HiSeq 4000 ("hiseq_4000/*" files, where the swapping takes effect). Each sample is defined by its 10X library barcode (A1 - H1). In addition, a replicate experiment was performed with a different set of 8 replicate samples (A7 - H7) on the HiSeq 2500; these are represented by the "hiseq_2500_exp2/*" files.

Author(s)

Aaron Lun

References

Griffiths JA, Lun ATL, Richard AC, Bach K, Marioni JC (2018). Detection and removal of barcode swapping in single-cell RNA-seq data. Nat. Commun. 9, 1:2667.

Zheng GX, Terry JM, Belgrader P, and others (2017). Massively parallel digital transcriptional profiling of single cells. Nat. Commun. 8:14049.

See Also

listTestFiles, to see all files available for a particular dataset name.

LTLA/DropletTestFiles documentation built on Sept. 18, 2020, 5:20 p.m.