Therefore, a positive causal relationship was identified between critically ill COVID-19 and IgD- CD27- AC (atypical memory B cells), with the latter also exhibiting a positive causal relationship with the risk of HER2-positive breast cancer (P < .05). This evidence concerns the gene ERBB2 and breast carcinoma.