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XYomics

Analysis of Sex Differences in Omics Data for Complex Diseases

v0.1.3 · Jan 8, 2026 · MIT + file LICENSE

Description

Tools to analyze sex differences in omics data for complex diseases. It includes functions for differential expression analysis using the 'limma' method <doi:10.1093/nar/gkv007>, interaction testing between sex and disease, pathway enrichment with 'clusterProfiler' <doi:10.1089/omi.2011.0118>, and gene regulatory network (GRN) construction and analysis using 'igraph'. The package enables a reproducible workflow from raw data processing to biological interpretation.

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CRAN Check Status

2 ERROR
1 NOTE
11 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 ERROR
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 ERROR
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (3 non-OK)
ERROR r-devel-macos-arm64

re-building of vignette outputs

Error(s) in re-building vignettes:
--- re-building ‘XYomics_bulk_example.Rmd’ using rmarkdown

Quitting from XYomics_bulk_example.Rmd:206-240 [pathway-analysis]
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
<error/rlang_error>
Error in `get()`:
! invalid 'envir' argument
---
Backtrace:
    ▆
 1. └─XYomics::improved_pathway_enrichment(...)
 2.   └─clusterProfiler::enrichGO(...)
 3.     └─clusterProfiler:::add_GO_Ontology(res, GO_DATA)
 4.       └─base::get("GO2ONT", envir = GO_DATA)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Error: processing vignette 'XYomics_bulk_example.Rmd' failed with diagnostics:
invalid 'envir' argument
--- failed re-building ‘XYomics_bulk_example.Rmd’

--- re-building ‘XYomics_sc_example.Rmd’ using rmarkdown
Performing log-normalization
0%   10   20   30   40   50   60   70   80   90   100%
[----|----|----|----|----|----|----|----|----|----|
************************************************
...[truncated]...
s
0%   10   20   30   40   50   60   70   80   90   100%
[----|----|----|----|----|----|----|----|----|----|
**************************************************|

  |                                                                            
  |                                                                      |   0%
  |                                                                            
  |======================================================================| 100%
0%   10   20   30   40   50   60   70   80   90   100%
[----|----|----|----|----|----|----|----|----|----|
**************************************************|
Using method 'umap'
0%   10   20   30   40   50   60   70   80   90   100%
[----|----|----|----|----|----|----|----|----|----|
**************************************************|
--- finished re-building ‘XYomics_sc_example.Rmd’

SUMMARY: processing the following file failed:
  ‘XYomics_bulk_example.Rmd’

Error: Vignette re-building failed.
Execution halted
ERROR r-oldrel-macos-arm64

whether package can be installed

Installation failed.
See ‘/Volumes/Builds/packages/big-sur-arm64/results/4.4/XYomics.Rcheck/00install.out’ for details.
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.4Mb
  sub-directories of 1Mb or more:
    doc    2.1Mb
    libs   2.2Mb

Check History

ERROR 11 OK · 1 NOTE · 0 WARNING · 2 ERROR · 0 FAILURE Mar 10, 2026
ERROR r-patched-linux-x86_64

package dependencies

Package required but not available: ‘clusterProfiler’

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
ERROR r-oldrel-macos-arm64

whether package can be installed

Installation failed.
See ‘/Volumes/Builds/packages/big-sur-arm64/results/4.4/XYomics.Rcheck/00install.out’ for details.
NOTE r-oldrel-macos-x86_64

installed package size

installed size is  5.4Mb
  sub-directories of 1Mb or more:
    doc    2.1Mb
    libs   2.2Mb

Dependency Network

Dependencies Reverse dependencies limma igraph edgeR Seurat SeuratObject clusterProfiler gprofiler2 data.table ggplot2 tidyr ggraph dplyr ggrepel scales Rcpp XYomics

Version History

new 0.1.3 Mar 10, 2026
updated 0.1.3 ← 0.1.2 diff Jan 7, 2026
updated 0.1.2 ← 0.1.1 diff Dec 14, 2025
new 0.1.1 Nov 12, 2025