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synapsis

An R package to automate the analysis of double-strand break repair during meiosis

Bioconductor version: 3.23 · Package version: 1.18.0

Synapsis is a Bioconductor software package for automated (unbiased and reproducible) analysis of meiotic immunofluorescence datasets. The primary functions of the software can i) identify cells in meiotic prophase that are labelled by a synaptonemal complex axis or central element protein, ii) isolate individual synaptonemal complexes and measure their physical length, iii) quantify foci and co-localise them with synaptonemal complexes, iv) measure interference between synaptonemal complex-associated foci. The software has applications that extend to multiple species and to the analysis of other proteins that label meiotic prophase chromosomes. The software converts meiotic immunofluorescence images into R data frames that are compatible with machine learning methods. Given a set of microscopy images of meiotic spread slides, synapsis crops images around individual single cells, counts colocalising foci on strands on a per cell basis, and measures the distance between foci on any given strand.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("synapsis")

Details

MaintainerLucy McNeill <luc.mcneill@gmail.com>
AuthorLucy McNeill [aut, cre, cph] (ORCID: <https://orcid.org/0000-0003-1752-4882>), Wayne Crismani [rev, ctb] (ORCID: <https://orcid.org/0000-0003-0143-8293>)
LicenseMIT + file LICENSE
Downloads rank224
Source branchRELEASE_3_23
biocViewsSingleCell, Software

Documentation

Download

Dependencies

Depends: R (>= 4.1)

Imports: EBImage, stats, utils, graphics

Suggests: knitr, rmarkdown, testthat (>= 3.0.0), ggplot2, tidyverse, BiocStyle