The study examined how physiological differences between individuals contribute to variability of Alzheimer's biomarkers in blood and cerebrospinal fluid. Researchers analyzed data from four Phase III clinical trials (GRADUATE I and II, CREAD and CREAD2) and found that a large portion of biomarker variability, including A-beta40, A-beta42, p-tau181, t-tau, NfL, GFAP, sTREM2, and YKL-40, originates from physiological differences. Normalization of biomarkers using A-beta40 or A-beta42 reduced physiological variability for some biomarkers, but the effect was dependent on sample type and patient cohort. The research identified two conditions when biomarker ratio normalization is most effective: when the target and reference biomarkers share physiological variability and maintain independent biological variability. These findings help clarify when and why ratio-based approaches are most informative for biomarkers.