Single-cell references can reverse, inflate and blur the associations inferred from bulk deconvolution
This study demonstrates that the choice of single-cell reference can systematically distort, reverse, or inflate associations in bulk deconvolution due to unaccounted cell-state shifts and donor sampling noise, necessitating references that resolve dynamic states and statistical models that account for reference uncertainty to ensure accurate inference.