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Gary
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20
@gary-7967
Last seen 5.8 years ago
Hi,
We have three mouse ATAC-Seq data. However, there is an error message when I would like to estimate their FRiP values using DiffBind below (i.e., Error in if (colnames(res)[i] == "Peak caller") { : argument is of length zero). Could you help me? Many thanks.
Best,
Gary
> sessionInfo()
R version 3.5.0 (2018-04-23)
Platform: x86_64-apple-darwin15.6.0 (64-bit)
Running under: macOS Sierra 10.12.6
Matrix products: default
BLAS: /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libBLAS.dylib
LAPACK: /Library/Frameworks/R.framework/Versions/3.5/Resources/lib/libRlapack.dylib
locale:
[1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
attached base packages:
[1] parallel stats4 stats graphics grDevices utils datasets methods base
other attached packages:
[1] DiffBind_2.10.0 SummarizedExperiment_1.12.0 DelayedArray_0.8.0 BiocParallel_1.16.6 matrixStats_0.54.0
[6] Biobase_2.42.0 GenomicRanges_1.34.0 GenomeInfoDb_1.18.2 IRanges_2.16.0 S4Vectors_0.20.1
[11] BiocGenerics_0.28.0
loaded via a namespace (and not attached):
[1] Category_2.48.1 bitops_1.0-6 bit64_0.9-7 RColorBrewer_1.1-2 progress_1.2.0
[6] httr_1.4.0 Rgraphviz_2.26.0 backports_1.1.3 tools_3.5.0 R6_2.4.0
[11] KernSmooth_2.23-15 DBI_1.0.0 lazyeval_0.2.1 colorspace_1.4-0 tidyselect_0.2.5
[16] prettyunits_1.0.2 bit_1.1-14 compiler_3.5.0 sendmailR_1.2-1 graph_1.60.0
[21] rtracklayer_1.42.2 checkmate_1.9.1 caTools_1.17.1.2 scales_1.0.0 BatchJobs_1.7
[26] genefilter_1.64.0 RBGL_1.58.1 stringr_1.4.0 digest_0.6.18 Rsamtools_1.34.1
[31] AnnotationForge_1.24.0 XVector_0.22.0 base64enc_0.1-3 pkgconfig_2.0.2 limma_3.38.3
[36] rlang_0.3.1 rstudioapi_0.9.0 RSQLite_2.1.1 BBmisc_1.11 GOstats_2.48.0
[41] hwriter_1.3.2 gtools_3.8.1 dplyr_0.8.0.1 RCurl_1.95-4.12 magrittr_1.5
[46] GO.db_3.7.0 GenomeInfoDbData_1.2.0 Matrix_1.2-16 Rcpp_1.0.0 munsell_0.5.0
[51] stringi_1.3.1 edgeR_3.24.3 zlibbioc_1.28.0 gplots_3.0.1.1 plyr_1.8.4
[56] grid_3.5.0 blob_1.1.1 ggrepel_0.8.0 gdata_2.18.0 crayon_1.3.4
[61] lattice_0.20-38 Biostrings_2.50.2 splines_3.5.0 GenomicFeatures_1.34.4 annotate_1.60.1
[66] hms_0.4.2 locfit_1.5-9.1 pillar_1.3.1 rjson_0.2.20 systemPipeR_1.16.1
[71] biomaRt_2.38.0 XML_3.98-1.19 glue_1.3.0 ShortRead_1.40.0 latticeExtra_0.6-28
[76] data.table_1.12.0 gtable_0.2.0 purrr_0.3.1 amap_0.8-16 assertthat_0.2.0
[81] ggplot2_3.1.0 xtable_1.8-3 survival_2.43-3 pheatmap_1.0.12 tibble_2.0.1
[86] GenomicAlignments_1.18.1 AnnotationDbi_1.44.0 memoise_1.1.0 brew_1.0-6 GSEABase_1.44.0
> atac <- dba(sampleSheet = "atac.csv", bRemoveM = TRUE, bRemoveRandom = FALSE, bCorPlot = TRUE, peakFormat = "narrow")
G12_1 Dermis Central Replicate WIHN 1 narrow
G12_2 Dermis Central Replicate WIHN 2 narrow
G12_Combine Dermis Central Combine WIHN 3 narrow
> atac
3 Samples, 999 sites in matrix (2690 total):
ID Tissue Factor Condition Treatment Replicate Caller Intervals
1 G12_1 Dermis Central Replicate WIHN 1 narrow 416
2 G12_2 Dermis Central Replicate WIHN 2 narrow 881
3 G12_Combine Dermis Central Combine WIHN 3 narrow 2597
> atac <- dba.count(atac, minOverlap = 1)
> atac
3 Samples, 2690 sites in matrix:
ID Tissue Factor Condition Treatment Replicate Caller Intervals
1 G12_1 Dermis Central Replicate WIHN 1 counts 2690
2 G12_2 Dermis Central Replicate WIHN 2 counts 2690
3 G12_Combine Dermis Central Combine WIHN 3 counts 2690
> dba.show(atac, atac$masks$Dermis, bContrasts=FALSE, DBA_FRIP)
Error in if (colnames(res)[i] == "Peak caller") { :
argument is of length zero
Hi Rory, Thank you very much. Below are their bam, bai, narrowPeak, and CSV files. Is it OK? Could you teach me the command lines how to save the DBA object (atac) before and after the call to dba, count()? After that, I can provide the files you need. Thank you very much.
http://68.181.92.180/~Gary/temporal/20190325DiffBindATACseqFRiP/G121WithoutPartekTrimX2000GalaxyTrim.bam http://68.181.92.180/~Gary/temporal/20190325DiffBindATACseqFRiP/G122WithoutPartekTrimX2000GalaxyTrim.bam http://68.181.92.180/~Gary/temporal/20190325DiffBindATACseqFRiP/G12CombineWithoutPartekTrimX2000GalaxyTrim.bam http://68.181.92.180/~Gary/temporal/20190325DiffBindATACseqFRiP/G121WithoutPartekTrimX2000GalaxyTrim.bam.bai http://68.181.92.180/~Gary/temporal/20190325DiffBindATACseqFRiP/G122WithoutPartekTrimX2000GalaxyTrim.bai http://68.181.92.180/~Gary/temporal/20190325DiffBindATACseqFRiP/G12CombineWithoutPartekTrimX2000GalaxyTrim.bam.bai http://68.181.92.180/~Gary/temporal/20190325DiffBindATACseqFRiP/G121peaks.narrowPeak http://68.181.92.180/~Gary/temporal/20190325DiffBindATACseqFRiP/G122peaks.narrowPeak http://68.181.92.180/~Gary/temporal/20190325DiffBindATACseqFRiP/G12Combinepeaks.narrowPeak http://68.181.92.180/~Gary/temporal/20190325DiffBindATACseqFRiP/atac.csv
Best,
Gary
which will create files called
dba_ata_peaks.RData
anddba_ata_counts.RData
Hi Rory,
Many thanks. Here you are.
http://68.181.92.180/~Gary/temporal/20190325DiffBindATACseqFRiP/dbaatac_peaks.RData
http://68.181.92.180/~Gary/temporal/20190325DiffBindATACseqFRiP/dbaatac_counts.RData
By the way, I find that DiffBind can estimate FRiP values based on bam files directly produced by Bowtie2 on Partek Flow. However, after trimming duplicate reads (Picard), mitochondrial reads, low mapping quality reads, and improper paired-end reads (Bamtools) on public Galaxy, DiffBind cannot estimate FRiP values based on these trimmed bam files.
Best,
Gary