“…We detected increased Ins (β=0.363), Glc (β=0.324), Lac (β=0.355), and NAAG (β=0.329) with age, as well as decreased GSH (β=-0.335). Age-related increases in Ins and decreased GSH are generally in good agreement with previous studies (Harris et al 2014;Zhang et al 2009;Gruber et al 2008;Paban, Fauvelle, and Alescio-Lautier 2010;Emir et al 2011), while reports of changes in Glc, Lac, and NAAG concentrations have been significantly more mixed (Duarte, Do, and Gruetter 2014;Dong and Brewer 2019;Harris et al 2014;Paban, Fauvelle, and Alescio-Lautier 2010;Miccheli et al 2003;Małgorzata Marjańska et al 2017). Despite differences between studies, the neurochemical changes that we report are consistent with the known occurrence of Glc hypometabolism and mitochondrial dysfunction with age, resulting in a shift towards anaerobic energy metabolism, decreased antioxidant capacity, and an increased inflammatory response (Camandola and Mattson 2017;Yin et al 2016;Miccheli et al 2003;Godbout and Johnson 2009).…”