monocle3
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no logcount value shows on object after preprocess_cds
Hi, I am new to monocle3. But I find it is hard for me to find the logcount
result on object even after running preprocess_cds. But accroding to help document, it seems that it will do log-norm during preprocess_cds.
library(monocle3)
expression_matrix <- readRDS(url("https://depts.washington.edu:/trapnell-lab/software/monocle3/celegans/data/packer_embryo_expression.rds"))
cds <- new_cell_data_set(expression_data = expression_matrix)
cds <- preprocess_cds(cds, num_dim = 50)
> cds
class: cell_data_set
dim: 20222 6188
metadata(1): cds_version
assays(1): counts
rownames(20222): WBGene00010957 WBGene00010958 ... WBGene00021594
WBGene00007064
rowData names(0):
colnames(6188): AAACCTGCAAGACGTG-300.1.1 AAACCTGGTGTGAATA-300.1.1 ...
TGCGGGTAGTACTTGC-b02 TTTGTCAAGTACACCT-b02
colData names(2): cell Size_Factor
reducedDimNames(1): PCA
mainExpName: NULL
altExpNames(0):
> sessionInfo()
R version 4.2.0 (2022-04-22)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: CentOS Stream 8
Matrix products: default
BLAS: /opt/sysoft/R-4.2.0/lib64/R/lib/libRblas.so
LAPACK: /opt/sysoft/R-4.2.0/lib64/R/lib/libRlapack.so
locale:
[1] LC_CTYPE=en_US.UTF-8 LC_NUMERIC=C LC_TIME=en_US.UTF-8
[4] LC_COLLATE=en_US.UTF-8 LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8
[7] LC_PAPER=en_US.UTF-8 LC_NAME=C LC_ADDRESS=C
[10] LC_TELEPHONE=C LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C
attached base packages:
[1] stats4 stats graphics grDevices utils datasets methods base
other attached packages:
[1] monocle3_1.2.9 SingleCellExperiment_1.18.0 SummarizedExperiment_1.26.1
[4] GenomicRanges_1.48.0 GenomeInfoDb_1.32.2 IRanges_2.30.0
[7] S4Vectors_0.34.0 MatrixGenerics_1.8.0 matrixStats_0.62.0
[10] Biobase_2.56.0 BiocGenerics_0.42.0
loaded via a namespace (and not attached):
[1] Rcpp_1.0.8.3 lattice_0.20-45 listenv_0.8.0
[4] assertthat_0.2.1 digest_0.6.29 utf8_1.2.2
[7] parallelly_1.31.1 R6_2.5.1 plyr_1.8.7
[10] ggplot2_3.3.6 pillar_1.7.0 sparseMatrixStats_1.8.0
[13] zlibbioc_1.42.0 rlang_1.0.3 rstudioapi_0.13
[16] minqa_1.2.4 irlba_2.3.5 nloptr_2.0.3
[19] Matrix_1.4-1 splines_4.2.0 lme4_1.1-30
[22] igraph_1.3.1 RCurl_1.98-1.6 munsell_0.5.0
[25] DelayedArray_0.22.0 compiler_4.2.0 pkgconfig_2.0.3
[28] globals_0.15.0 tidyselect_1.1.2 tibble_3.1.7
[31] GenomeInfoDbData_1.2.8 codetools_0.2-18 fansi_1.0.3
[34] future_1.25.0 crayon_1.5.1 dplyr_1.0.9
[37] MASS_7.3-57 bitops_1.0-7 grid_4.2.0
[40] nlme_3.1-157 gtable_0.3.0 lifecycle_1.0.1
[43] DBI_1.1.2 magrittr_2.0.3 scales_1.2.0
[46] cli_3.3.0 XVector_0.36.0 DelayedMatrixStats_1.18.0
[49] ellipsis_0.3.2 generics_0.1.2 vctrs_0.4.1
[52] boot_1.3-28 tools_4.2.0 glue_1.6.2
[55] purrr_0.3.4 parallel_4.2.0 colorspace_2.0-3
[58] terra_1.6-7
Best wishes
Guandong Shang