Grey Matter Abnormalities in Type 1 and Type 2 Diabetes: a Dual Disorder ALE Quantification

Kevin Ka Ki Yu, Lai Ying Gladys Cheing, Charlton Cheung, Georg Kranz (Corresponding Author), Kwok Kuen Cheung

Research output: Journal article publicationJournal articleAcademic researchpeer-review


Aims/hypothesis: Diabetes mellitus (DM) is associated with comorbid brain disorders. Neuroimaging studies in DM revealed neuronal degeneration in several cortical and subcortical brain regions. Previous studies indicate more pronounced brain alterations in type 2 diabetes mellitus (T2DM) than in type 1 diabetes mellitus (T1DM). However, a comparison of both types of DM in a single analysis has not been done so far. The aim of this meta-analysis was to conduct an unbiased objective investigation of neuroanatomical differences in DM by combining voxel-based morphometry (VBM) studies of T1DM and T2DM using dual disorder anatomical likelihood estimation (ALE) quantification. Methods: PubMed, Web of Science and Medline were systematically searched for publications until June 15, 2020. VBM studies comparing grey matter volume (GMV) differences between DM patients and controls at the whole-brain level were included. Study coordinates were entered into the ALE meta-analysis to investigate the extent to which T1DM, T2DM or both conditions contribute to grey matter volume differences compared to controls. Results: Twenty studies (comprising of 1175 patients matched with 1013 controls) were included, with seven studies on GMV alterations in T1DM and thirteen studies on GMV alterations in T2DM. ALE analysis revealed seven clusters of significantly lower GMV in T1DM and T2DM patients relative to controls across studies. Both DM subtypes showed GMV reductions in the left caudate, right superior temporal lobe and left cuneus. Conversely, GMV reductions associated exclusively with T2DM (>99% contribution) were found in the left cingulate, right posterior lobe, right caudate and left occipital lobe. Meta-regression revealed no significant influence of study size, disease duration, and HbA1c values. Conclusions/interpretation: Our findings suggest a more pronounced grey matter atrophy in T2DM compared to T1DM. The increased risk of microvascular or macrovascular complications, as well as the disease-specific pathology of T2DM may contribute to observed GMV reductions.
Original languageEnglish
JournalFrontiers in Neuroscience
Early online date7 Jun 2021
Publication statusE-pub ahead of print - 7 Jun 2021

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