Multivariate Cox analysis retained a seven-gene model (Supplementary Table 3), including two genes (A1BG and PAH) associated with unfavourable outcome and five genes (SLC7A2, ALCAM, TMPRSS3, TSPAN6, and C14orf101) associated with favourable outcome. Here, TMPRSS3 is linked to pulmonary arterial hypertension.