skip to main content
US FlagAn official website of the United States government
dot gov icon
Official websites use .gov
A .gov website belongs to an official government organization in the United States.
https lock icon
Secure .gov websites use HTTPS
A lock ( lock ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.


Search for: All records

Creators/Authors contains: "Gao, Cong"

Note: When clicking on a Digital Object Identifier (DOI) number, you will be taken to an external site maintained by the publisher. Some full text articles may not yet be available without a charge during the embargo (administrative interval).
What is a DOI Number?

Some links on this page may take you to non-federal websites. Their policies may differ from this site.

  1. Abstract BackgroundEpigenomic profiling assays such as ChIP-seq have been widely used to map the genome-wide enrichment profiles of chromatin-associated proteins and posttranslational histone modifications. Sequencing depth is a key parameter in experimental design and quality control. However, due to variable sequencing depth requirements across experimental conditions, it can be challenging to determine optimal sequencing depth, particularly for projects involving multiple targets or cell types. ResultsWe developed thepeaksatR package to provide target read depth estimates for epigenomic experiments based on the analysis of peak saturation curves. We appliedpeaksatto establish the distinctive read depth requirements for ChIP-seq studies of histone modifications in different cell lines. Usingpeaksat,we were able to estimate the target read depth required per library to obtain high-quality peak calls for downstream analysis. In addition,peaksatwas applied to other sequence-enrichment methods including CUT&RUN and ATAC-seq. Conclusionpeaksataddresses a need for researchers to make informed decisions about whether their sequencing data has been generated to an adequate depth and subsequently sufficient meaningful peaks, and failing that, how many more reads would be required per library.peaksatis applicable to other sequence-based methods that include calling peaks in their analysis. 
    more » « less