However, we observed aberrantly reduced expression of transcription factors that are critical for B cell differentiation, including Ikzf1, Ikzf3, Spi1, SpiB and Pax5. This indicates that TFAP4 deficiency accelerates lymphoma development by impairing B cell differentiation, representing an emerging hallmark of cancer [31]. Here, PAX5 is linked to lymphoma.