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Chunk #35 — Results

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Guidelines for Evaluating the Comparability of Down-Sampled GWAS Summary Statistics.
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The loss of genetic signal was evaluated using the five key indicators. First, down-sampling reduced the EffN of the two univariate GWASs on SMOK and CANN by about 47% and 12%, respectively (Table 1), which is a marked reduction with potential down-stream consequences. However, down-sampling did not meaningfully impact heritability estimates nor the attenuation/stratification bias ratio, which is important for expecting a comparable factor structure in the multivariate analysis below. Similarly, down-sampling did not meaningfully influence the genetic correlations among the seven indicator phenotypes (Fig. 1, Table S1), which increases the likelihood of obtaining a similar factor structure.