Following changes in brain structure and function with multimodal MRI in a year-long prospective study on the development of Type 2 diabetes.

IF 2.3 Frontiers in radiology Pub Date : 2025-02-13 eCollection Date: 2025-01-01 DOI:10.3389/fradi.2025.1510850
Yingjie Wang, Richard Ortiz, Arnold Chang, Taufiq Nasseef, Natalia Rubalcaba, Chandler Munson, Ashley Ghaw, Shreyas Balaji, Yeani Kwon, Deepti Athreya, Shruti Kedharnath, Praveen P Kulkarni, Craig F Ferris
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Abstract

Aims: To follow disease progression in a rat model of Type 2 diabetes using multimodal MRI to assess changes in brain structure and function.

Material and methods: Female rats (n = 20) were fed a high fat/high fructose diet or lab chow starting at 90 days of age. Diet fed rats were given streptozotocin to compromise pancreatic beta cells, while chow fed controls received vehicle. At intervals of 3, 6, 9, and 12 months, rats were tested for changes in behavior and sensitivity to pain. Brain structure and function were assessed using voxel based morphometry, diffusion weighted imaging and functional connectivity.

Results: Diet fed rats presented with elevated plasma glucose levels as early as 3 months and a significant gain in weight by 6 months as compared to controls. There were no significant changes in cognitive or motor behavior over the yearlong study but there was a significant increase in sensitivity to peripheral pain in diet fed rats. There were region specific decreases in brain volume e.g., basal ganglia, thalamus and brainstem in diet fed rats. These same regions showed elevated measures of water diffusivity evidence of putative vasogenic edema. By 6 months, widespread hyperconnectivity was observed across multiple brain regions. By 12 months, only the cerebellum and hippocampus showed increased connectivity, while the hypothalamus showed decreased connectivity in diet fed rats.

Conclusions: Noninvasive multimodal MRI identified site specific changes in brain structure and function in a yearlong longitudinal study of Type 2 diabetes in rats. The identified diabetic-induced neuropathological sites may serve as biomarkers for evaluating the efficacy of novel therapeutics.

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在一项为期一年的2型糖尿病发展的前瞻性研究中,用多模态MRI跟踪脑结构和功能的变化。
目的:利用多模态核磁共振成像跟踪 2 型糖尿病大鼠模型的疾病进展,评估大脑结构和功能的变化:雌性大鼠(n = 20)从 90 日龄开始喂食高脂肪/高果糖饮食或实验室饲料。饮食喂养的大鼠服用链脲佐菌素以损害胰腺β细胞,而饲料喂养的对照组则服用药物。每隔 3、6、9 和 12 个月,对大鼠的行为变化和对疼痛的敏感性进行测试。使用体素形态计量学、弥散加权成像和功能连接对大脑结构和功能进行了评估:结果:与对照组相比,饮食喂养的大鼠早在 3 个月时就出现血浆葡萄糖水平升高,6 个月时体重显著增加。在长达一年的研究中,大鼠的认知或运动行为没有发生明显变化,但饮食喂养大鼠对外周疼痛的敏感性明显增加。饮食喂养的大鼠脑容量会出现特定区域的减少,例如基底节、丘脑和脑干。这些区域的水扩散率升高,证明可能存在血管源性水肿。到 6 个月时,在多个脑区观察到广泛的超连接性。到 12 个月时,只有小脑和海马的连接性增强,而下丘脑的连接性降低:结论:在一项为期一年的2型糖尿病大鼠纵向研究中,无创多模态磁共振成像确定了大脑结构和功能的特定部位变化。结论:在对大鼠进行的为期一年的 2 型糖尿病纵向研究中,无创多模态核磁共振成像确定了大脑结构和功能的特定部位变化,所确定的糖尿病诱导的神经病理学部位可作为评估新型疗法疗效的生物标记物。
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