Skip to content
#diffusion models Open access

Multimodal MRI of choroid plexus volume, DTI-ALPS, and white matter microstructure in type 2 diabetes mellitus

Oct 2026 · Frontiers in Medicine · 31 references
Advanced Neuroimaging Techniques and Applications Cerebrospinal fluid and hydrocephalus

Abstract

Objective To investigate differences in choroid plexus volume (CPV), diffusion tensor image analysis along the perivascular space (DTI-ALPS) indices, peak width of skeletonized mean diffusivity (PSMD), and Mini-Mental State Examination (MMSE) scores between patients with type 2 diabetes mellitus (T2DM) and healthy controls, and to explore pairwise associations among diabetes duration, PSMD, normalized total CPV, total DTI-ALPS, and MMSE within the T2DM group. Methods This retrospective cross-sectional study included 31 patients with T2DM and 31 healthy controls (HCs). All participants underwent 3.0-T MRI and MMSE assessment. General linear models were used to compare normalized CPV, DTI-ALPS indices, PSMD, and MMSE scores between groups, adjusting for age, sex, body mass index, and years of education. Within the T2DM group, exploratory partial correlations were performed among diabetes duration, PSMD, normalized total CPV, total DTI-ALPS, and MMSE, controlling for the same covariates. The resulting 10 pairwise associations were corrected together using the Benjamini-Hochberg false discovery rate (FDR) procedure. Results Compared with HCs, patients with T2DM showed greater normalized total and bilateral CPV, lower total DTI-ALPS, higher PSMD, and lower MMSE scores (all P FDR < 0.05). Among the 10 exploratory associations, only the positive association between diabetes duration and PSMD remained significant after FDR correction ( partial r = 0.566, P = 0.002, P FDR = 0.021). The inverse association between normalized total CPV and total DTI-ALPS was nominally significant ( partial r = −0.412, P = 0.033) but did not survive FDR correction ( P FDR = 0.163). Conclusion Patients with T2DM showed differences in CPV, DTI-ALPS, PSMD, and MMSE scores. Longer diabetes duration was associated with higher PSMD after FDR correction, whereas the CPV–DTI-ALPS association did not survive multiple-comparison correction. These findings highlight the value of multimodal MRI for characterizing brain involvement in T2DM.

Read PDF

Similar papers

#computer vision Open access Jun 2016

Software Development in Startup Companies: The Greenfield Startup Model

The results are packaged in the Greenfield Startup Model (GSM), which explains the priority of startups to release the product as quickly as possible, and the need to shorten time-to-market, by speeding up the development through low-precision engineering activities.

Carmine Giardino, Nicolò Paternoster, M. Unterkalmsteiner et al. · 178 citations · ⚡14
#computer vision Open access Oct 2016

Software Startups - A Research Agenda

Software startup companies develop innovative, software-intensive products within limited timeframes and with few resources, searching for sustainable and scalable business models.

M. Unterkalmsteiner, P. Abrahamsson, Xiaofeng Wang et al. · 157 citations · ⚡17
#machine learning Review Open access Oct 2016

“Failures” to be celebrated: an analysis of major pivots of software startups

This study conducts a case survey study based on the secondary data of the major pivots happened in 49 software startups, and demonstrates that customer need pivot is the most common among all pivot types.

Sohaib Shahid Bajwa, Xiaofeng Wang, Anh Nguyen-Duc et al. · 127 citations · ⚡15
#computer vision Review Open access May 2015

A survey study on major technical barriers affecting the decision to adopt cloud services

The comparison of adopter and non-adopter sample reveals three potential adoption inhibitor, security, data privacy, and portability, which underlines the importance of the technical and security perspectives for research investigating the adoption of technology.

Nattakarn Phaphoom, Xiaofeng Wang, S. Samuel et al. · 111 citations · ⚡8
#computer vision Open access Feb 2018

Lean Internal Startups for Software Product Innovation in Large Companies: Enablers and Inhibitors

This study investigates how Lean internal startup facilitates software product innovation in large companies and identifies its enablers and inhibitors, and shows the potential of the method-in-action framework to investigate the Lean startup approach in non-startup context.

Henry Edison, Nina M. Smørsgård, Xiaofeng Wang et al. · 78 citations · ⚡6
#computer vision Conference Sep 2010

Exploring the Sources of Waste in Kanban Software Development Projects

The application of agile software methods and more recently the integration of Lean practices contribute to the trend of continuous improvement in the software industry. One such area warranting proper empirical evidence is a project’s operational efficiency when using the Kanban method. This short paper takes a new an...

Marko Ikonen, Petri Kettunen, Nilay V. Oza et al. · 67 citations · ⚡9

Related blog posts

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.