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at which step to merge multiple samples

Hi,
I have multiple fastq files for 1 individual (you can think of those files as replicates). I was wondering at which point in the GATK variant calling pipeline should I combine them to get the best results. I am looking for 1 set of variants present in that individual (1 vcf is desired). Should I combine them in the HC step?

Thanks!
nb

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