0762

Associations of quantitative susceptibility mapping with cortical atrophy and brain connectome in Alzheimer's disease: a multi-modal study
Aocai Yang1 and Guolin Ma2
1Department of Radiology, China–Japan Friendship Hospital, Beijing, China, 2China–Japan Friendship Hospital, Beijing, China

Synopsis

Keywords: Alzheimer's Disease, Alzheimer's Disease

Motivation: Associations between abnormal quantitative susceptibility mapping (QSM), brain atrophy, and altered brain connectome in AD remain unclear.

Goal(s): We aim to examine imaging markers from various MRI modalities, with a focus on their spatial correlations, to enhance our understanding of AD pathology.

Approach: By combining multi-contrast MRI techniques, our study provides new insights into the overlapping relationships among brain atrophy, altered regional QSM, and brain connectome.

Results: We observed a remarkable overlap between reduced cortical thickness and abnormal QSM in seven distinct brain regions. In AD patients, we identified specific regional correlations between cortical thickness and network topology from these overlapping brain regions.

Impact: Our study provides new insights into the complex relationships among iron accumulation, brain atrophy, and brain connectome in Alzheimer's disease.

INTRODUCTION

Susceptibility ron abnormality and brain network disconnections are observed in Alzheimer's disease (AD), with disrupted iron homeostasis hypothesized to be linked to AD pathology and neuron loss. However, associations between abnormal quantitative susceptibility mapping (QSM), brain atrophy, and altered brain connectome in AD remain unclear.

METHODS

This study utilized multi-modal MRI techniques to explore overlapped regions between cortical atrophy and increased susceptibility and investigate relationships between structural and functional brain connectome, gray matter volumes, and regional QSM on 30 AD patients and 26 healthy controls enrolled at China-Japan Friendship Hospital. We calculated the QSM signal and cortical thickness in 246 brain regions and identified the overlapped regions. The structural and functional connectomes were constructed based on diffusion MRI tractography and functional connectivity, respectively. The network topology was quantified using graph theory analyses.

RESULTS

We revealed seven brain regions with both reduced cortical thickness and abnormal QSM, including right superior frontal gyrus, left superior temporal gyrus, right fusiform gyrus, left superior parietal lobule, right superior parietal lobule, left inferior parietal lobule, and left precuneus. Unique correlations between cortical thickness and network topology specific to the AD group were observed in five of these regions, with stronger associations in functional compared to structural topology. Decreased spatial covariance of QSM and global efficiency of the structural network was also found in AD patients.

CONCLUSION

Our study provides new insights into the complex relationships among iron accumulation, brain atrophy, and brain connectome in Alzheimer's disease (AD). By combining multi-contrast MRI techniques, we observed distinct coupling patterns between brain connectivity and cortical iron deposition in AD, highlighting the potential role of iron in neurodegeneration. Our findings contribute to a better understanding of the underlying mechanisms involved in AD pathology. Further research is needed to validate and expand upon these findings, with the aim of identifying potential therapeutic targets for AD.

Acknowledgements

The authors thank Dr. Lizhi Xie from GE Healthcare for help in solving MR technical problems.

References

No reference found.

Figures

Multi-contrast MRI processing and regional computations of QSM (A), volumetric information (B), topological measures of structural (C) and functional (D) networks.

Brain regions with abnormal cortical thickness (A, B) and QSM values (C, D). Brain maps of t-statistics and logarithms of FDR-corrected p-values are presented under the 246-segmented BNA atlas. Comparisons were done on the removal of the effects of age, age², sex, and educational level. Seven overlapped brain regions with both significant cortical and QSM abnormalities (pFDR<0.05) are detected (E).

Thickness-topological correlations in AD patients. Compared with controls, AD patients showed more significant thickness-topological correlations in the overlapping regions

The spatial coupling of QSM and structural global efficiency in overlapping regions among healthy controls (A) and AD patients (B).

Proc. Intl. Soc. Mag. Reson. Med. 32 (2024)
0762
DOI: https://doi.org/10.58530/2024/0762