When stratifying by lead time (time between blood draw and diagnosis), 19 proteins showed heterogeneity in associations ( p het < 0.05, Supplementary Data 8 ) and 11 had a clear trend in the strength of association across categories of lead time ( p trend < 0.05, Supplementary Fig. 7 , Supplementary Data 9 ).
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