The primary aim of this study was to investigate the possible associations between selected SNPs of OPRM1 (rs1799971), COMT (rs4680), BDNF (rs6265), and HTR1B (rs6296) and the presence of de novo long-term post-COVID pain in previously hospitalized COVID-19 survivors. Here, HTR1B is linked to COVID-19.