Package: exposomeSC 0.99.1
exposomeSC: Single-Cell Exposome-Wide Association Studies with Cross-Omic Network Inference
A framework for cell-type-specific exposome-wide association studies (sc-ExWAS) that bridges donor-level environmental exposures with single-cell resolution gene expression. The package extends SingleCellExperiment to store exposure measurements alongside transcriptomic data, and implements donor-level raw-count pseudobulk inference to avoid cellular pseudoreplication (Squair et al. 2021 <doi:10.1038/s41467-021-25960-2>). The default workflow uses robust edgeR quasi-likelihood models, exposure-independent expression-support filtering, complete-transcriptome offsets, design-rank diagnostics, and global multiplicity correction. Additional modules support dose-response modelling, exposure mixtures, cross-cohort synthesis, and cell-level gene-protein coupling. Exploratory decomposition and mediation utilities report model-based associations; they do not by themselves identify causal effects.
Authors:
exposomeSC_0.99.1.tar.gz
exposomeSC_0.99.1.zip(r-4.7-any)exposomeSC_0.99.1.zip(r-4.6-any)exposomeSC_0.99.1.zip(r-4.5-any)
exposomeSC_0.99.1.tgz(r-4.6-any)exposomeSC_0.99.1.tgz(r-4.5-any)
exposomeSC_0.99.1.tar.gz(r-4.7-any)exposomeSC_0.99.1.tar.gz(r-4.6-any)
exposomeSC_0.99.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
exposomeSC/json (API)
| # Install 'exposomeSC' in R: |
| install.packages('exposomeSC', repos = c('https://biocstaging.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/cuiweig/exposomesc/issues
singlecellgeneexpressiondifferentialexpressiontranscriptomicscellbiologystatisticalmethodnetworknetworkinferenceregression
Last updated from:349221639c. Checks:1 NOTE, 9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | NOTE | 236 | ||
| linux-devel | OK | 446 | ||
| source / vignettes | OK | 316 | ||
| linux-release | OK | 448 | ||
| macos-release | OK | 250 | ||
| macos-oldrel | OK | 222 | ||
| windows-devel | OK | 342 | ||
| windows-release | OK | 288 | ||
| windows-oldrel | OK | 310 | ||
| wasm-release | OK | 186 |
Exports:as_sceebuild_sceecellSampleMapcompute_iersestimate_powerexposure_impute_lodexposureDataexposureData<-exposureInfoexposureInfo<-exposureVariablesmediational_evaluemediational_evalue_ciplot_celltype_networkplot_network_comparisonplot_stability_surfaceplot_temporal_dynamicsrun_causal_mediationrun_cell_couplingrun_celltype_networkrun_comparative_networkrun_differential_networkrun_dose_responserun_dose_response_gamrun_exposure_compositionrun_exposure_networkrun_gsearun_interaction_testrun_mediationrun_meta_exwasrun_mixture_qgcomprun_multi_exwasrun_network_mediationrun_sc_exwasrun_sc_exwas_glmmrun_sc_exwas_pb_offsetrun_sc_mixturerun_spatial_exwasrun_state_couplingrun_temporal_networkseurat_to_exposureshowsimulate_crossomic_network
Dependencies:abindBHBiobaseBiocGenericsBiocParallelcodetoolscpp11DelayedArrayedgeRformatRfutile.loggerfutile.optionsgenericsGenomicRangesIRangeslambda.rlatticelimmalocfitMASSMatrixMatrixGenericsmatrixStatsS4ArraysS4VectorsSeqinfoSingleCellExperimentsnowSparseArraystatmodSummarizedExperimentwithrXVector
Last update: 2026-09-17
Started: 2026-09-13
Last update: 2026-09-17
Started: 2026-09-13
Last update: 2026-09-17
Started: 2026-09-13
Last update: 2026-09-16
Started: 2026-09-13
