In conclusion, the VNtyper-Kestrel pipeline offers a promising approach for detecting pathogenic MUC1 variants in ADTKD using short-read sequencing. The gene discussed is MUC1; the disease is autosomal dominant medullary cystic kidney disease with or without hyperuricemia.