Beyond previously reported genes, we identified novel rare pathogenic variants in PEX1, GANAB, DYNC2H1, and PROKR2. Pathway enrichment analysis suggested that ciliopathies, inflammation, and metabolic dysfunction may contribute to kidney disease progression. Here, PEX1 is linked to ciliopathy.