Importance: A substantial proportion of clinically normal (CN) older individuals are classified as having suspected non-Alzheimer disease pathophysiology (SNAP), defined as biomarker negative for β-amyloid (Aβ-) but positive for neurodegeneration (ND+). The etiology of SNAP in this population remains unclear., Objective: To determine whether CN individuals with SNAP show evidence of early Alzheimer disease (AD) processes (ie, elevated tau levels and/or increased risk for cognitive decline)., Design, Setting, and Participants: This longitudinal observational study performed in an academic medical center included 247 CN participants from the Harvard Aging Brain Study. Participants were classified into preclinical AD stages using measures of Aβ (Pittsburgh Compound B [PIB]-labeled positron emission tomography) and ND (hippocampal volume or cortical glucose metabolism from AD-vulnerable regions). Classifications included stages 0 (Aβ-/ND-), 1 (Aβ+/ND-), and 2 (Aβ+/ND+) and SNAP (Aβ-/ND+). Continuous levels of PiB and ND, tau levels in the medial and inferior temporal lobes, and longitudinal cognition were examined. Data collection began in 2010 and is ongoing. Data were analyzed from 2015 to 2016., Main Outcomes and Measures: Evidence of amyloid-independent tau deposition and/or cognitive decline., Results: Of the 247 participants (142 women [57.5%]; 105 men [42.5%]; mean age, 74 [range, 63-90] years), 64 (25.9%) were classified as having SNAP. Compared with the stage 0 group, the SNAP group was not more likely to have subthreshold PiB values (higher values within the Aβ- range), suggesting that misclassification due to the PiB cutoff was not a prominent contributor to this group (mean [SD] distribution volume ratio, 1.08 [0.05] for the SNAP group; 1.09 [0.05] for the stage 1 group). Tau levels in the medial and inferior temporal lobes were indistinguishable between the SNAP and stage 0 groups (entorhinal cortex, β = -0.005 [SE, 0.036]; parahippocampal gyrus, β = -0.001 [SE, 0.027]; and inferior temporal lobe, β = -0.004 [SE, 0.027]; P ≥ .88) and were lower in the SNAP group compared with the stage 2 group (entorhinal cortex, β = -0.125 [SE, 0.041]; parahippocampal gyrus, β = -0.074 [SE, 0.030]; and inferior temporal lobe, β = -0.083 [SE, 0.031]; P ≤ .02). The stage 2 group demonstrated greater cognitive decline compared with all other groups (stage 0, β = -0.239 [SE, 0.042]; stage 1, β = -0.242 [SE, 0.051]; and SNAP, β = -0.157 [SE, 0.044]; P ≤ .001), whereas the SNAP group showed a diminished practice effect over time compared with the stage 0 group (β = -0.082 [SE, 0.037]; P = .03)., Conclusions and Relevance: In this study, clinically normal adults with SNAP did not exhibit evidence of elevated tau levels, which suggests that this biomarker construct does not represent amyloid-independent tauopathy. At the group level, individuals with SNAP did not show cognitive decline but did show a diminished practice effect. SNAP is likely heterogeneous, with a subset of this group at elevated risk for short-term decline. Future refinement of biomarkers will be necessary to subclassify this group and determine the biological correlates of ND markers among Aβ- CN individuals., Competing Interests: Potential Conflicts of Interest E. Mormino received funding from NIH grant F32AG044054 and P01 AG036694. K. Papp received funding from NIH grant P01 AG036694 and the Charles King Trust Foundation. D. Rentz received research support from the NIH grants P01 AG036694, R01 MH090291, U01 AG024904, R01 AG027435, R01 AG037497 and P50 AG005134, Alzheimer Association grant IIRG-08-90934 and Fidelity Biosciences. She has also served as a paid consultant for Eli Lilly, Janssen Pharmaceuticals and Neurotrack. These relationships are not related to the content in the manuscript. A. Schultz has no conflicts to report. M. LaPoint has no conflicts to report. R. Amariglio received funding from the Alzheimer’s Association NIRG-12-243012 and NIH P01AG036694, RO1-AG027435. B. Hanseeuw received support from the Belgian American Education Foundation (BAEF). G. Marshall received research support from NIH grants K23AG033634, P50AG005134, P01AG036694, R01AG027435, and U01AG024904, he received salary support from Eisai Inc. and Eli Lilly and Company, and he served as a paid consultant for Halloran/GliaCure. These relationships are not related to the content in the manuscript. T. Hedden received funding from NIH grants K01 AG040197, P01 AG036694, and R01 AG034556. K. Johnson has served as paid consultant for Bayer, GE Healthcare, Janssen Alzheimer’s Immunotherapy, Siemens Medical Solutions, Genzyme, Novartis, Biogen, Roche, ISIS Pharma, AZTherapy, GEHC, Lundberg, and Abbvie. He is a site coinvestigator for Lilly/Avid, Pfizer, Janssen Immunotherapy, and Navidea. He has spoken at symposia sponsored by Janssen Alzheimer’s Immunotherapy and Pfizer. These relationships are not related to the content in the manuscript. K. Johnson receives funding from NIH grants R01EB014894, R21 AG038994, R01 AG026484, R01 AG034556, P50 AG00513421, U19 AG10483, P01 AG036694, R13 AG042201174210, R01 AG027435, and R01 AG037497 and the Alzheimer’s Association grant ZEN-10-174210. R. Sperling has served as a paid consultant for Abbvie, Biogen, Bracket, Genentech, Lundbeck, Roche, and Sanofi. She has served as a co-investigator for Avid, Eli Lilly, and Janssen Alzheimer Immunotherapy clinical trials. She has spoken at symposia sponsored by Eli Lilly, Biogen, and Janssen. R. Sperling receives research support from Janssen Pharmaceuticals, and Eli Lilly and Co. These relationships are not related to the content in the manuscript. She also receives research support from the following grants: P01 AG036694, U01 AG032438, U01 AG024904, R01 AG037497, R01 AG034556, K24 AG035007, P50 AG005134, U19 AG010483, R01 AG027435, Fidelity Biosciences, Harvard NeuroDiscovery Center, and the Alzheimer’s Association.