Variant calling using Single End 50 bp RNA-seq

Hi,
I have a human cell line RNA-seq data set which consists of 50 bp single end reads. There are 60 million reads. Due to the reads being single end and short (50 bp) I was writing to ask is it possible to call variants using the GATK best practice.
Thanks,

• Pankaj