Benchmark of cellular deconvolution methods using a multi-assay reference dataset from postmortem human prefrontal cortex.
Louise A Huuki-MyersKelsey D MontgomerySang Ho KwonSophia CinquemaniNicholas J EaglesDaianna Gonzalez-PadillaSean K MadenJoel E KleinmanThomas M HydeStephanie C HicksKristen R MaynardLeonardo Collado-TorresPublished in: bioRxiv : the preprint server for biology (2024)
were the most accurate methods, were robust to differences in RNA library types and extractions. This multi-assay dataset showed that cell size differences, marker genes differentially quantified across RNA libraries, and cell composition variability in reference snRNA-seq impact the accuracy of current deconvolution methods.