The ANOVA model showed that women who had experienced a COVID-19 infection had significantly higher plasma levels of DHT and DHEA, and significantly lower levels of 5α-dihydroprogesterone, estrone, estradiol and SHBG at the time of the second sampling (after 3rd dose of COVID-19 vaccine). This evidence concerns the gene SHBG and COVID-19.