We further extended our analysis to hsCRP and albumin and identified gene-level shared genetics of hsCRP (143, 119, 112, 82, 35, and 30 significant shared TWAS genes with FEV1, FVC, FEV1/FVC ratio, PEF, asthma, and COPD, respectively; Supplementary Data 12−17) and albumin (56, 63, 58, 49, 11, and 7 significant shared TWAS genes with FEV1, FVC, FEV1/FVC ratio, PEF, asthma, and COPD, respectively; Supplementary Data 18−23) with lung function parameters, asthma and COPD. This evidence concerns the gene ALB and chronic obstructive pulmonary disease.