Introduction Cholinergic (Ach) neurotransmission has been associated with aspects of brain attention networks. Reductions in Ach are also thought to underlie cognitive symptoms in Alzheimer's Disease (AD). In a previous study using positron emission tomography (PET) imaging to measure nicotinic Ach receptor binding in vivo, our group found that Ach receptor binding was reduced in patients with AD relative to healthy controls. Reductions were observed in areas of the brain thought to mediate attention, including the anterior cingulate cortex/medial prefrontal cortex (ACC/mPFC) and insula. The Stroop is a neuropsychological measure used in research and clinical settings to assess attention and executive function. In a different study of AD patients, we found that performance on the Stroop was associated with metabolic activity in brain networks in the right hemisphere; the Stroop COLOR-WORD condition was associated with metabolic rate in the intraparietal sulcus (IPS), ACC/mPFC, and insula. In the present study, we sought to extend these findings by examining whether Ach binding was associated with performance on the Stroop prior to the onset of dementia. Methods The study included a combined group of healthy older adults or older adults with amnestic mild cognitive impairment (MCI). All participants completed the Stroop. The Stroop included three conditions: two simpler tasks requiring participants to name colors (COLOR) and read words (WORD) and a more complex task in which participants are required to name the color of ink used for a word that names a different color from the ink color (COLOR-WORD). Cholinergic (Ach) receptor binding was quantified using PET imaging, specifically 18F-2-FA PET (2FA), a radiotracer that binds to alpha4beta2 nicotinic receptor subunits. Scanning utilized a bolus plus infusion technique and measurement of nonmetabolized 2FA from plasma to calculate distribution volume (VT/fp) in PET Ach image voxels. Ach images were pre-processed using SPM12, which included motion correction, normalization to Montreal Neurological Institute (MNI) space using a co-registered T1 MRI image, and spatial smoothing of 8?mm full width at half maximum. First, a voxel-based analysis across the entire brain was used to measure the association between voxel VT/fp and performance on the Stroop COLOR-WORD test using a liberal statistical threshold (p Results Seventy-six participants were included in the sample, comprised of 43 healthy older adults and 33 patients with amnestic MCI (age: mean=73.1 (SD=7.7), MMSE: mean=28.3 (SD=2.1), 57 males and 19 females, education: mean=15.7?years (SD=2.5)). The combined group included 19 African-Americans, 48 Caucasians, 6 Hispanics, and 3?Asian/?Pacific Islanders. Performance on the COLOR task was associated with mean VT/fp in the ACC/mPFC (r=.23 p=.04), insula (r=.28, p=.02), and IPS (r=.23 p Conclusions Across the spectrum of cognitive aging, performance on the Stroop was associated with Ach binding in key brain regions involved in attention—the IPS, ACC/mPFC, and insula. These findings suggest that Ach binding, in part, mediates attentional processing. This appears true regardless of whether the task is simple, as in the COLOR and WORD conditions, or more complex, as in the COLOR-WORD condition. Thus, changes in Ach receptor binding may be an important factor in attentional deficits resulting from cognitive aging prior to onset of AD, and Ach neurotransmission could be a potential molecular target for novel pharmaceuticals to address these symptoms. This research was funded by: This work was supported by a VA Career Development grant awarded to Brandon C. Yarns, MD, MS, and VA Merit Review grants awarded to David L. Sultzer, MD, and Rebecca J. Melrose, PhD.