We sought to determine the significance of myeloid clonal hematopoiesis (CH) in the UK Biobank cohort (n=502,524, median age=58 years). Utilizing SNP array (n=486,941) and whole exome sequencing data (n=49,956), we identified 1166 participants with myeloid CH, defined by myeloid-associated mosaic chromosome abnormalities (mCA) and/or likely somatic driver mutations in DNMT3A, TET2, ASXL1, JAK2, SRSF2 or PPM1D. Myeloid CH increased by 1.1-fold per annum (myeloid mCA, P=1.57x10 -38 ; driver mutations, P=5.89x10 -
47). Genome-wide association analysis identified two distinct signals within TERT that predisposed to myeloid CH, plus a weaker signal corresponding to the JAK2 46/1 haplotype. Specific subtypes of myeloid CH were associated with several blood features and clinical phenotypes, including TET2 mutations and chronic obstructive pulmonary disease. Smoking history was significantly associated with myeloid CH: 53% of myeloid CH cases were smokers compared to 44% of controls (P=3.38x10 -6 ), a difference principally due to current (OR=1.10; P=6.14x10 -6 ) rather than past smoking (P=0.08). Breakdown of CH by specific mutation type revealed that ASXL1 loss of function mutations were most strongly associated with current smoking status (OR=1.07; P=1.92x10 -5 ), and the only abnormality associated with past smoking (OR=1.04; P=0.0026). We suggest that the inflammatory environment induced by smoking may promote the outgrowth of ASXL1-mutant clones.