1. Quality control and evaluation of plant epigenomics data
- Author
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Schmitz, Robert J, Marand, Alexandre P, Zhang, Xuan, Mosher, Rebecca A, Turck, Franziska, Chen, Xuemei, Axtell, Michael J, Zhong, Xuehua, Brady, Siobhan M, Megraw, Molly, and Meyers, Blake C
- Subjects
Human Genome ,Biotechnology ,Genetics ,Generic health relevance ,Chromatin ,Epigenomics ,Genome ,Plant ,Plants ,Quality Control ,Regulatory Sequences ,Nucleic Acid ,Biochemistry and Cell Biology ,Plant Biology ,Plant Biology & Botany - Abstract
Epigenomics is the study of molecular signatures associated with discrete regions within genomes, many of which are important for a wide range of nuclear processes. The ability to profile the epigenomic landscape associated with genes, repetitive regions, transposons, transcription, differential expression, cis-regulatory elements, and 3D chromatin interactions has vastly improved our understanding of plant genomes. However, many epigenomic and single-cell genomic assays are challenging to perform in plants, leading to a wide range of data quality issues; thus, the data require rigorous evaluation prior to downstream analyses and interpretation. In this commentary, we provide considerations for the evaluation of plant epigenomics and single-cell genomics data quality with the aim of improving the quality and utility of studies using those data across diverse plant species.
- Published
- 2022