Publication | Open Access
Sampling time-dependent artifacts in single-cell genomics studies
89
Citations
34
References
2020
Year
EngineeringChromatin Accessibility ArtifactsGeneticsGenomicsGene Expression ProfilingEpigeneticsTrajectory AnalysisHigh Throughput SequencingSingle Cell SequencingBiostatisticsRobust ProtocolsRna SequencingSingle-cell GenomicsTime-dependent ArtifactsOmicsGene ExpressionSingle-cell AnalysisFunctional GenomicsSequencingBioinformaticsChromatinComputational BiologySingle-cell BiologySystems BiologyMedicineGenome Editing
Robust protocols and automation now enable large-scale single-cell RNA and ATAC sequencing experiments and their application on biobank and clinical cohorts. However, technical biases introduced during sample acquisition can hinder solid, reproducible results, and a systematic benchmarking is required before entering large-scale data production. Here, we report the existence and extent of gene expression and chromatin accessibility artifacts introduced during sampling and identify experimental and computational solutions for their prevention.
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