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Behav. Neurosci."],"abstract":"<jats:p><jats:bold>Objective:<\/jats:bold> This study aimed to explore the structural changes in patients with subclinical hypothyroidism (SCH) using voxel-based morphometry (VBM) and to investigate the altered attentional control networks using functional MRI (fMRI) during the performance of a modified Stroop task with Chinese characters.<\/jats:p><jats:p><jats:bold>Methods:<\/jats:bold> High-resolution three-dimensional (3D) T1-weighted images and an fMRI scan were taken from 18 patients with SCH and 18 matched control subjects. The Montreal Cognitive Assessment Chinese-revised (MoCA-CR) and the Stroop task were used to evaluate the cognitive and attention control of the participants.<\/jats:p><jats:p><jats:bold>Results:<\/jats:bold> Compared to controls, the VBM results showed decreased gray matter volumes (GMVs) in bilateral prefrontal cortices (PFCs, including middle, medial, and inferior frontal gyri), cingulate gyrus, precuneus, left middle temporal gyrus, and insula in patients with SCH. The fMRI results showed a distributed network of brain regions in both groups, consisting of PFCs (including superior and middle and inferior frontal cortices), anterior cingulate cortex (ACC), posterior cingulate cortex, and precuneus, as well as the insula and caudate nucleus. Compared to controls, the SCH group had lower activation of the above brain areas, especially during the color-naming task. In addition, the normalized GMV (nGMV) was negatively correlated with thyroid-stimulating hormone (TSH) level (<jats:italic>r<\/jats:italic> = \u22120.722, <jats:italic>p<\/jats:italic> &amp;lt; 0.001).<\/jats:p><jats:p><jats:bold>Conclusion:<\/jats:bold> Results indicate that patients with SCH exhibit reduced GMVs, altered BOLD signals, and activation in regions associated with attention control, which further suggest that patients with SCH may have attentional control deficiency, and the weakened PFC\u2013ACC\u2013precuneus brain network might be one of the neural mechanisms. Negative correlations between nGMV and TSH suggest that TSH elevation may induce abnormalities in the cortex.<\/jats:p>","DOI":"10.3389\/fnbeh.2021.725908","type":"journal-article","created":{"date-parts":[[2021,10,29]],"date-time":"2021-10-29T05:17:17Z","timestamp":1635484637000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":18,"title":["Changes of Structural and Functional Attention Control Networks in Subclinical Hypothyroidism"],"prefix":"10.3389","volume":"15","author":[{"given":"Jingjing","family":"Yin","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lei","family":"Xie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"DongXue","family":"Luo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinzhuang","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ruiwei","family":"Guo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yanmin","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wencan","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shouxing","family":"Duan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhirong","family":"Lin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shuhua","family":"Ma","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2021,10,29]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1006\/nimg.2001.1046","article-title":"A developmental fMRI study of the Stroop color-word task","volume":"16","author":"Adleman","year":"2002","journal-title":"Neuroimage"},{"key":"B2","doi-asserted-by":"publisher","first-page":"357","DOI":"10.1146\/annurev.ne.09.030186.002041","article-title":"Parallel organization of functionally segregated circuits linking basal ganglia and cortex","volume":"9","author":"Alexander","year":"1986","journal-title":"Annu. 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