AimsApply established cerebrospinal fluid (CSF) and serum biomarkers and novel combined indicators based on the amyloid/tau/neurodegeneration (ATN) framework to improve diagnostic and prognostic power in patients with rapidly progressive dementias (RPDs).MethodsCSF and serum biomarkers of Alzheimer's disease (AD) common neuropathology including Aβ42, Aβ40, p‐Tau, and t‐Tau were measured in cognitively normal (CN) controls (n = 33) and three RPD groups with rapidly progressive AD (rpAD, n = 23), autoimmune encephalitis (AE, n = 25), and Creutzfeldt–Jakob disease (CJD, n = 28). Logistic regression and multiple linear regression were used for producing combined indicators and prognostic assessment, respectively, including A&T, A&N, T&N, A&T&N, etc.ResultsCombined diagnostic indicator with A&T&N had the potential for differentiating AE from other types of RPDs, identifying 62.51% and 75% of AE subjects based on CSF and serum samples, respectively, compared to 39.13% and 37.5% when using autoantibodies. CSF t‐Tau was associated with survival in the CJD group (adjusted R‐Square = 0.16, p = 0.02), and its prognosis value improved when using combined predictors based on the ATN framework (adjusted R‐Square = 0.273, p = 0.014).ConclusionCombined indicators based on the ATN framework provide a novel perspective for establishing biomarkers for early recognition of RPDs due to treatment‐responsive causes.