Closed:How to detect and correct batch effect in NGS expression data ?

Question

[jack]

Hi all,

I have RNA-Seq gene expression data for a cancer. It's around 1000 samples. I think it's been in 50 different batches.

I have two questions:

1. How can I check/test that, whether there is any batch effect on my data
2. How can I correct it?