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Table 1 Overview of key features of the principal previous programmes for repeat enrichment analysis of ChIP-seq data and RepEnTools

From: RepEnTools: an automated repeat enrichment analysis package for ChIP-seq data reveals hUHRF1 Tandem-Tudor domain enrichment in young repeats

 

Repeat Enrichment Estimator [16]

RepEnrich [17]

Teissandier et al. [18]

RepEnTools (This study)

Year

2010

2014

2019

2023

Genome

hg18 & RE pseudo-genome

hg19 & RE pseudo-genome

Not reported

chm13v2.0 (T2T)

Aligner

Modified SeqMap & bwa

Bowtie1

STAR

HISAT2

RMSK annotation

Standard & Repbase canonical & instances

Standard & instances

Standard & LTR dictionary

Adjusted standard

Normalisation to library size

✓

✓

-

✓

Use of input

Optional

Manual option

-

✓

Replicate analysis

-

manual option

-

✓

Environment

UNIX

UNIX

UNIX

Galaxy/UNIX

Installation requirements

Source code & dependencies

Source code & individual programmes & dependencies (conda)

Individual programmes & dependencies

None on public Galaxy servers, Auto-installer for individual programmes & dependencies (UNIX)

raw FASTQ → plots

-

-

-

✓

  1. Repeat element (RE) enrichment analysis within short-read high-throughput sequencing (HTS) data, such as ChIP-seq, is a challenging task. In the past, certain publications paved the way for RE enrichment analysis [16,17,18]. RepEnTools substantially improves upon those programmes, using the landmark chm13v2.0 (T2T) human assembly, the corresponding RMSK annotation, and an improved aligner. Normalisations, usage of input for enrichment analysis and usage of two experimental replicates for statistics on enrichment reproducibility reduce biases and put the data in meaningful context. RepEnTools comes as a complete analysis package that can be auto-installed in a UNIX environment or used on Galaxy servers. In either case, the only required input is to define the files to be used and the maximum fragment size for each FASTQ. The scripts incorporated in the UNIX implementation will then output all the necessary files, including tables and plots of enrichment. The Galaxy workflows we provide are supplemented by a spreadsheet to easily perform the table operations and generate the plots