Comb-p: software for combining, analyzing, grouping and correcting spatially correlated P-values

被引:311
作者
Pedersen, Brent S. [1 ]
Schwartz, David A. [1 ]
Yang, Ivana V. [1 ]
Kechris, Katerina J. [2 ]
机构
[1] Univ Colorado, Dept Med, Aurora, CO 80045 USA
[2] Univ Colorado, Dept Biostat & Informat, Aurora, CO 80045 USA
基金
美国国家卫生研究院;
关键词
D O I
10.1093/bioinformatics/bts545
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
comb-p is a command-line tool and a python library that manipulates BED files of possibly irregularly spaced P-values and (1) calculates auto-correlation, (2) combines adjacent P-values, (3) performs false discovery adjustment, (4) finds regions of enrichment (i.e. series of adjacent low P-values) and (5) assigns significance to those regions. In addition, tools are provided for visualization and assessment. We provide validation and example uses on bisulfite-seq with P-values from Fisher's exact test, tiled methylation probes using a linear model and Dam-ID for chromatin binding using moderated t-statistics. Because the library accepts input in a simple, standardized format and is unaffected by the origin of the P-values, it can be used for a wide variety of applications.
引用
收藏
页码:2986 / 2988
页数:3
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