ChiLin
'ChiLin' is a powerful and flexible computational pipeline that automates the quality control and data analysis of ChIP-seq and DNase-seq data. These techniques are essential for studying protein-DNA interactions and chromatin accessibility, which in turn are key approaches to understanding the complex biology of gene regulation.
The pipeline has been developed using a modular and flexible software framework that can be easily extended and modified. As a result, it is well-suited for batch processing of many datasets, making it ideal for large collaborative projects involving ChIP-seq and DNase-seq experiments of different designs.
One of the most significant features of ChiLin is that it generates comprehensive quality control reports that include comparisons with historical data derived from over 23,677 public ChIP-seq and DNase-seq samples from eight literature-based classified categories. This atlas represents the most comprehensive ChIP-seq and DNase-seq-related quality metric resource currently available, making ChiLin a valuable tool for researchers across all commonly used assay types.
The quality control reports that ChiLin generates are structured into user-friendly directories and reports, making it easy for users to navigate and understand the results. This feature is especially important when dealing with large datasets, as it helps streamline the data analysis process.
Topic
ChIP-seq;Sequence analysis;Data quality management
Detail
Operation: Peak calling;Sequencing quality control
Software interface: Command-line user interface
Language: R, Python
License: Other
Cost: Free
Version name: v2.1
Credit: National Natural Science Foundation of China, National Institutes of Health.
Input: FASTQ
Output: -
Contact: 1410771@tongji.edu.cn
Collection: -
Maturity: -
Publications
- ChiLin: a comprehensive ChIP-seq and DNase-seq quality control and analysis pipeline.
- Qin Q, et al. ChiLin: a comprehensive ChIP-seq and DNase-seq quality control and analysis pipeline. ChiLin: a comprehensive ChIP-seq and DNase-seq quality control and analysis pipeline. 2016; 17:404. doi: 10.1186/s12859-016-1274-4
- https://doi.org/10.1186/s12859-016-1274-4
- PMID: 27716038
- PMC: PMC5048594
Download and documentation
Documentation: http://cistrome.org/chilin/
Home page: https://github.com/cfce/chilin
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