NGLY1 and melanoma: By mapping ~1400 manually curated, sequence-specific DNA-binding transcription factors38 to our global gene expression profiling data, we discovered that the expression of 155 transcriptional factor genes was altered (P < 0.05) due to NGLY1 knockdown in melanoma cells.