Changes in version 1.4.0 - Add functionality to process SCE objects for PCA computation via the new processPCA function. - Add functionality to downsample SCE objects for diagnostic functions. - Add new diagnostic functions (calculateTopLoadingGeneShifts, compareMarkers and calculateMMDPValue). - Add graph integration diagnostic function in replacement of nearest neighbor diagnostic, calculateGraphIntegration. - Improve regressPC function and plot method, which can now also regress against cell types and batches. - Improve normalization for plotMarkerExpression diagnostic function. - Improve user control and options for plot methods. - Update vignettes to reflect all new changes. Changes in version 1.0.0 - Initial release of the scDiagnostics package.