Caveat: please note that while inspection of single cell expression distributions can inform the underlying expression levels and distributions of the proteins, they do NOT take into account other important covariates in our association models (such as age, gender, as well as the frequency of and mean protein expression within cell subsets). It is therefore important to also examine the partial correlation/partial residual plots, such as those shown in interactive Figures 4 and 5, to visually evaluate the association between heterogeneity parameters and phenotypes/genotypes.

Caveat: please note that while we provide both plots of partial residuals and raw values for inspection (by unchecking/checking the checkbox below), only the partial residual plots take into account covariates in our association models (such as gender and frequency of cell subsets). It is therefore important to use the partial residual plots (instead of the raw value plots) to properly evaluate the association between heterogeneity parameters and age as assessed by our model.

Caveat: please note that while we provide both plots of partial residuals and raw values for inspection (by unchecking/checking the checkbox below), only the partial residual plots take into account covariates in our association models (such as age, gender, and frequency of cell subsets). It is therefore important to use the partial residual plots (instead of the raw value plots) to properly evaluate the association between heterogeneity parameters and genotypes as assessed by our model.