I have successfully generated a dseq2 from the count matrix but I want to add the respective chromosome numbers to the gene ids in deseq2 output. I am working with Oryza sativa. How to perform the annotation and with which annotation package?

Load a GTF file via rtracklayer::import and then simply intersect gene IDs with the GTF file to get the chromosome.