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Because neuropathological changes associated with AD begin decades before cognitive symptoms, neuroimaging of healthy, cognitively intact \u03b54 carriers (\u03b54+) may enable early characterization of patterns associated with risk for future decline. Research in the cerebral cortex highlights a period of compensatory recruitment in elders and \u03b54+, which serves to maintain cognitive functioning. Yet, AD\u2010related changes may occur even earlier in the cerebellum. Advances in electroencephalography (EEG) source localization now allow effective modeling of cerebellar activity. Importantly, healthy aging and AD are associated with declines in both cerebellar functions and executive functioning (EF). However, it is not known whether cerebellar activity can detect pre\u2010symptomatic AD risk. Thus, the current study analyzed cerebellar EEG source localization during an EF\u2010dependent stop\u2010signal task (i.e., inhibitory control) in healthy, intact older adults (<jats:italic>M<\/jats:italic><jats:sub>age<\/jats:sub>\u2009=\u200980\u2009years; 20 \u03b54+, 25 \u03b54\u2212). Task performance was comparable between groups. Older age predicted greater activity in left crus II and lobule VIIb during the P300 window (i.e., performance evaluation), consistent with age\u2010related compensation. Age*\u03b54 moderations specifically showed that compensatory patterns were evident only in \u03b54\u2212, suggesting that cerebellar compensatory resources may already be depleted in healthy \u03b54+ elders. Thus, the posterolateral cerebellum is sensitive to AD\u2010related neural deficits in healthy elders. Characterization of these patterns may be essential for the earliest possible detection of AD risk, which would enable critical early intervention prior to symptom onset.<\/jats:p>","DOI":"10.1111\/psyp.14395","type":"journal-article","created":{"date-parts":[[2023,7,26]],"date-time":"2023-07-26T10:14:51Z","timestamp":1690366491000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":18,"title":["Cerebellar <scp>EEG<\/scp> source localization reveals age\u2010related compensatory activity moderated by genetic risk for Alzheimer's disease"],"prefix":"10.1111","volume":"60","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6507-0411","authenticated-orcid":false,"given":"Elizabeth R.","family":"Paitel","sequence":"first","affiliation":[{"name":"Department of Psychology Marquette University  Milwaukee Wisconsin USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8977-3138","authenticated-orcid":false,"given":"Kristy A.","family":"Nielson","sequence":"additional","affiliation":[{"name":"Department of Psychology Marquette University  Milwaukee Wisconsin USA"},{"name":"Department of Neurology, Center for Imaging Research Medical College of Wisconsin  Milwaukee Wisconsin USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2023,7,26]]},"reference":[{"key":"e_1_2_8_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neurobiolaging.2006.09.003"},{"key":"e_1_2_8_3_1","doi-asserted-by":"publisher","DOI":"10.1097\/01.wnr.0000220135.16844.b6"},{"key":"e_1_2_8_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neurol.2013.07.020"},{"key":"e_1_2_8_5_1","doi-asserted-by":"publisher","DOI":"10.1002\/ana.24135"},{"key":"e_1_2_8_6_1","doi-asserted-by":"publisher","DOI":"10.1002\/alz.12638"},{"key":"e_1_2_8_7_1","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awh045"},{"key":"e_1_2_8_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2020.116817"},{"key":"e_1_2_8_9_1","doi-asserted-by":"publisher","DOI":"10.1080\/17415977.2018.1490279"},{"key":"e_1_2_8_10_1","doi-asserted-by":"publisher","DOI":"10.3233\/JAD\u20102010\u2010101533"},{"key":"e_1_2_8_11_1","doi-asserted-by":"publisher","DOI":"10.1109\/79.962275"},{"key":"e_1_2_8_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.conb.2006.08.016"},{"key":"e_1_2_8_13_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa1202753"},{"key":"e_1_2_8_14_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.acn.2005.07.002"},{"key":"e_1_2_8_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978\u20100\u201012\u2010418700\u20109.00001\u20100"},{"key":"e_1_2_8_16_1","doi-asserted-by":"publisher","DOI":"10.1080\/14734220601169707"},{"key":"e_1_2_8_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2019.01.056"},{"key":"e_1_2_8_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neurobiolaging.2011.06.021"},{"key":"e_1_2_8_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2014.02.011"},{"key":"e_1_2_8_20_1","doi-asserted-by":"publisher","DOI":"10.1136\/jnnp.60.1.91"},{"key":"e_1_2_8_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00221\u2010003\u20101597\u2010z"},{"key":"e_1_2_8_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2013.03.003"},{"key":"e_1_2_8_23_1","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.0344\u201016.2016"},{"key":"e_1_2_8_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.copsyc.2019.05.003"},{"key":"e_1_2_8_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cub.2018.08.059"},{"key":"e_1_2_8_26_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2020.524024"},{"key":"e_1_2_8_27_1","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2016.00121"},{"key":"e_1_2_8_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2004.09.006"},{"key":"e_1_2_8_29_1","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00339.2011"},{"key":"e_1_2_8_30_1","doi-asserted-by":"publisher","DOI":"10.1037\/0882\u20107974.17.1.85"},{"key":"e_1_2_8_31_1","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.2002.1280"},{"key":"e_1_2_8_32_1","volume-title":"The Oxford handbook of developmental psychology, Vol. 1: Body and mind","author":"Carlson S. 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