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Batch effect adjustment based on negative binomial regression for RNA sequencing count data

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I am currently working on an RNA-Seq dataset with an unbalanced design and two factors: treatment and colony ID (I am working with social insects, so colony ID is important...

I have an RNA experiement with 2 factors, and one is confounding with the batch effect. Running ComBat seq on my data, with a formula of ComBat_seq(count_matrix, batch=batch, group =...

I encountered the error when I ran the following: `ComBat_seq(cts, batch = coldata_filtered$Rep2, group=NULL, covar_mod=cbind(coldata_filtered$Cancer, coldata_filtered$Treatment))` `Error in qr.default(design) : NA/NaN/Inf in foreign function call (arg 1)` I did a...

Hello, I was wondering if it would be possible to run Combat-seq with a continues variable as batch, for example age of patients. Or else, would it be possible to...

Hi! I have a very different output every time I try to specify the biological variable using the “group” parameter of ComBat. We have RNA sequencing results from two different...

I've resolved the issue, but will post this brief note anyway on the chance that it might be helpful. In R v4.0.3, with sva v3.36.0, if I run the ComBat_seq...

Hi there, I previously used the sva::ComBat function and it worked perfectly: ``` adjusted

Error: Failed to install 'sva' from GitHub: (converted from warning) installation of package ‘C:/Users/AppData/Local/Temp/Rtmp6rciWQ/filef5220635c4627/sva_3.35.2.tar.gz’ had non-zero exit status

Hi, I am trying out Combat-seq as a way to reduce batch effects in a dataset prior to use with downstream packages that do not support direct modeling of batch...

I use kallisto output files and trim some features but still, many genes remain. For instance, my input count matrix is 91,897 x 32. ComBat-Seq runs for 2+ days. It...