how to get MFI stats from data
0
0
Entering edit mode
@Khai-Chuong-24452
Last seen 3.6 years ago
United States

Hi,

I am a newbie to flow cytometry and R and trying to get MFI stats from my data. I tried following this wiki: wiki. I also looked at this resource: pdf. When I run the gs_pop_get_stats() it gives me an empty/Null data.table. When I tried doing it manually in FlowJo, I am able to get MFI and rSD. I would like both using R, is this possible? I'm probably not understanding a basic principle, would anyone be kind enough to educate me? Thanks.

one of the FCS files:

fcs file

My attempt:

library(flowCore)

parentpath <- "parent/path"
subfolder <- "subfolder_name"

fcs_files <- list.files(paste0(parentpath, subfolder), pattern = ".fcs")
fs <- read.flowSet(fcs_files)
gs <- GatingSet(fs[7])
rect.g <- rectangleGate(filterId = "main", list("FSC-A" = c(100000, 170000), "SSC-A" = c(30000,62000)))
rect.g2 <- rectangleGate(filterId = "sec", "V-450-A"=c(1.5e4, 4.8e4))

gs_pop_add(gs, rect.g)
gs_pop_add(gs, rect.g2)

recompute(gs)
autoplot(gs, "main")

gs_pop_get_stats(gs, "sec", type = pop.MFI)

>>Null data.table (0 rows and 0 cols)

sessionInfo( )

R version 3.6.0 (2019-04-26)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 18363)

Matrix products: default

locale:
[1] LC_COLLATE=English_United States.1252  LC_CTYPE=English_United States.1252    LC_MONETARY=English_United States.1252 LC_NUMERIC=C                          
[5] LC_TIME=English_United States.1252    

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
 [1] rvg_0.2.5                officer_0.3.18           magrittr_2.0.1           ggcyto_1.14.1            flowWorkspace_3.34.1     ncdfFlow_2.32.0          BH_1.75.0-0             
 [8] RcppArmadillo_0.10.4.0.0 ggplot2_3.3.3            gridExtra_2.3            flowCore_1.52.1         

loaded via a namespace (and not attached):
 [1] Rcpp_1.0.6          lattice_0.20-44     png_0.1-7           assertthat_0.2.1    digest_0.6.27       utf8_1.2.1          R6_2.5.0            plyr_1.8.6          stats4_3.6.0       
[10] evaluate_0.14       pillar_1.6.0        zlibbioc_1.32.0     gdtools_0.2.3       rlang_0.4.10        uuid_0.1-4          rstudioapi_0.13     data.table_1.14.0   Rgraphviz_2.30.0   
[19] hexbin_1.28.2       flextable_0.6.5     rmarkdown_2.7       labeling_0.4.2      stringr_1.4.0       munsell_0.5.0       compiler_3.6.0      xfun_0.22           pkgconfig_2.0.3    
[28] systemfonts_1.0.1   BiocGenerics_0.32.0 base64enc_0.1-3     IDPmisc_1.1.20      htmltools_0.5.1.1   tidyselect_1.1.1    tibble_3.1.1        matrixStats_0.58.0  fansi_0.4.2        
[37] flowViz_1.50.0      crayon_1.4.1        dplyr_1.0.5         withr_2.4.2         MASS_7.3-54         grid_3.6.0          gtable_0.3.0        lifecycle_1.0.0     DBI_1.1.1          
[46] scales_1.1.1        RcppParallel_5.1.3  graph_1.64.0        KernSmooth_2.23-20  zip_2.1.1           stringi_1.5.3       renv_0.13.2         farver_2.1.0        latticeExtra_0.6-29
[55] xml2_1.3.2          ellipsis_0.3.2      generics_0.1.0      vctrs_0.3.8         RColorBrewer_1.1-2  tools_3.6.0         Biobase_2.46.0      glue_1.4.2          purrr_0.3.4        
[64] jpeg_0.1-8.1        parallel_3.6.0      colorspace_2.0-0    knitr_1.33         
>
flowCore flowStats flowUtils flowWorkspace • 1.8k views
ADD COMMENT
0
Entering edit mode

Can you grant the public caccess to you fcs to reproduce your issue?

ADD REPLY

Login before adding your answer.

Traffic: 884 users visited in the last hour
Help About
FAQ
Access RSS
API
Stats

Use of this site constitutes acceptance of our User Agreement and Privacy Policy.

Powered by the version 2.3.6