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Data-driven comparison of multiple high-dimensional single-cell expression profiles.

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Comparing multiple single-cell expression datasets such as cytometry and scRNA-seq data between case and control donors provides information to elucidate the mechanisms of disease. We propose a completely data-driven computational… Click to show full abstract

Comparing multiple single-cell expression datasets such as cytometry and scRNA-seq data between case and control donors provides information to elucidate the mechanisms of disease. We propose a completely data-driven computational biological method for this task. This overcomes the challenges of conventional cellular subset-based comparisons and facilitates further analyses such as machine learning and gene set analysis of single-cell expression datasets.

Keywords: single cell; driven comparison; data driven; cell expression

Journal Title: Journal of human genetics
Year Published: 2021

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