Patients with PLD4 deficiency uniformly develop lupus nephritis, with scRNA-seq and CyTOF analyses suggesting that pDCs are the predominant cellular drivers of upregulated type I IFN and TLR signalling in the patient PBMCs. This evidence concerns the gene PLD4 and lupus nephritis.