Guanye Zhang, Huanhua Wu, Qian Cao, Jiabin Mo, Xiaozheng Cao, Hong Luo, Xiangyu Tan, Hongru Ou
{"title":"血糖控制对2型糖尿病脑微结构的影响:来自弥散张量成像的见解。","authors":"Guanye Zhang, Huanhua Wu, Qian Cao, Jiabin Mo, Xiaozheng Cao, Hong Luo, Xiangyu Tan, Hongru Ou","doi":"10.1186/s12880-025-01696-z","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Type 2 diabetes mellitus (T2DM) has been associated with brain microstructural alterations, potentially contributing to cognitive decline and neurodegeneration. Diffusion tensor imaging (DTI) provides a non-invasive method to assess these changes. However, the relationship between glycemic control and brain microstructural integrity remains unclear. This study aims to investigate the association between glycemic control and brain microstructural changes in T2DM using DTI.</p><p><strong>Methods: </strong>This retrospective study included 90 participants (30 healthy controls, 60 T2DM patients) who underwent 1.5T MRI DTI at The Affiliated Shunde Hospital of Jinan University between January 2023 and May 2024. T2DM patients were categorized into well-controlled (HbA1c < 7%, n = 30) and poorly controlled (HbA1c ≥ 7%, n = 30) groups. Fractional anisotropy (FA) and apparent diffusion coefficient (ADC) values were analyzed across multiple white matter regions. Pearson's correlation was used to assess associations between HbA1c and DTI metrics, while group differences were evaluated using Bayesian effect size estimation.</p><p><strong>Results: </strong>HbA1c negatively correlated with ADC values in the right hippocampus (r = -0.33, p = 0.0013), suggesting a relationship between poor glycemic control and increased tissue diffusivity. A weak but significant positive correlation between HbA1c and FA in the right hippocampus (r = 0.23, p = 0.03) was observed. ADC values were higher in the poorly controlled T2DM group, indicating potential diabetes-related microstructural changes. No significant FA or ADC differences were found in other brain regions (p > 0.05).</p><p><strong>Conclusions: </strong>Poor glycemic control in T2DM is associated with microstructural alterations in the right hippocampus, potentially reflecting early neurodegenerative processes. Longitudinal studies are needed to further investigate these findings.</p>","PeriodicalId":9020,"journal":{"name":"BMC Medical Imaging","volume":"25 1","pages":"153"},"PeriodicalIF":2.9000,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12054038/pdf/","citationCount":"0","resultStr":"{\"title\":\"Impact of glycemic control on brain microstructure in type 2 diabetes mellitus: insights from diffusion tensor imaging.\",\"authors\":\"Guanye Zhang, Huanhua Wu, Qian Cao, Jiabin Mo, Xiaozheng Cao, Hong Luo, Xiangyu Tan, Hongru Ou\",\"doi\":\"10.1186/s12880-025-01696-z\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Type 2 diabetes mellitus (T2DM) has been associated with brain microstructural alterations, potentially contributing to cognitive decline and neurodegeneration. Diffusion tensor imaging (DTI) provides a non-invasive method to assess these changes. However, the relationship between glycemic control and brain microstructural integrity remains unclear. This study aims to investigate the association between glycemic control and brain microstructural changes in T2DM using DTI.</p><p><strong>Methods: </strong>This retrospective study included 90 participants (30 healthy controls, 60 T2DM patients) who underwent 1.5T MRI DTI at The Affiliated Shunde Hospital of Jinan University between January 2023 and May 2024. T2DM patients were categorized into well-controlled (HbA1c < 7%, n = 30) and poorly controlled (HbA1c ≥ 7%, n = 30) groups. Fractional anisotropy (FA) and apparent diffusion coefficient (ADC) values were analyzed across multiple white matter regions. Pearson's correlation was used to assess associations between HbA1c and DTI metrics, while group differences were evaluated using Bayesian effect size estimation.</p><p><strong>Results: </strong>HbA1c negatively correlated with ADC values in the right hippocampus (r = -0.33, p = 0.0013), suggesting a relationship between poor glycemic control and increased tissue diffusivity. A weak but significant positive correlation between HbA1c and FA in the right hippocampus (r = 0.23, p = 0.03) was observed. ADC values were higher in the poorly controlled T2DM group, indicating potential diabetes-related microstructural changes. No significant FA or ADC differences were found in other brain regions (p > 0.05).</p><p><strong>Conclusions: </strong>Poor glycemic control in T2DM is associated with microstructural alterations in the right hippocampus, potentially reflecting early neurodegenerative processes. Longitudinal studies are needed to further investigate these findings.</p>\",\"PeriodicalId\":9020,\"journal\":{\"name\":\"BMC Medical Imaging\",\"volume\":\"25 1\",\"pages\":\"153\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2025-05-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12054038/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BMC Medical Imaging\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s12880-025-01696-z\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Medical Imaging","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12880-025-01696-z","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
摘要
背景:2型糖尿病(T2DM)与大脑微结构改变有关,可能导致认知能力下降和神经退行性变。弥散张量成像(DTI)提供了一种非侵入性的方法来评估这些变化。然而,血糖控制与大脑微观结构完整性之间的关系尚不清楚。本研究旨在利用DTI研究T2DM患者血糖控制与脑微结构变化之间的关系。方法:本回顾性研究纳入了2023年1月至2024年5月在暨南大学顺德附属医院接受1.5T MRI DTI检查的90例受试者(健康对照30例,T2DM患者60例)。结果:HbA1c与右侧海马区ADC值呈负相关(r = -0.33, p = 0.0013),提示血糖控制不良与组织弥散性增加有关。右侧海马HbA1c与FA呈微弱但显著的正相关(r = 0.23, p = 0.03)。ADC值在控制不良的T2DM组较高,提示潜在的糖尿病相关微结构改变。其他脑区FA和ADC无显著差异(p < 0.05)。结论:T2DM患者血糖控制不良与右海马微结构改变有关,可能反映了早期神经退行性过程。需要进行纵向研究来进一步调查这些发现。
Impact of glycemic control on brain microstructure in type 2 diabetes mellitus: insights from diffusion tensor imaging.
Background: Type 2 diabetes mellitus (T2DM) has been associated with brain microstructural alterations, potentially contributing to cognitive decline and neurodegeneration. Diffusion tensor imaging (DTI) provides a non-invasive method to assess these changes. However, the relationship between glycemic control and brain microstructural integrity remains unclear. This study aims to investigate the association between glycemic control and brain microstructural changes in T2DM using DTI.
Methods: This retrospective study included 90 participants (30 healthy controls, 60 T2DM patients) who underwent 1.5T MRI DTI at The Affiliated Shunde Hospital of Jinan University between January 2023 and May 2024. T2DM patients were categorized into well-controlled (HbA1c < 7%, n = 30) and poorly controlled (HbA1c ≥ 7%, n = 30) groups. Fractional anisotropy (FA) and apparent diffusion coefficient (ADC) values were analyzed across multiple white matter regions. Pearson's correlation was used to assess associations between HbA1c and DTI metrics, while group differences were evaluated using Bayesian effect size estimation.
Results: HbA1c negatively correlated with ADC values in the right hippocampus (r = -0.33, p = 0.0013), suggesting a relationship between poor glycemic control and increased tissue diffusivity. A weak but significant positive correlation between HbA1c and FA in the right hippocampus (r = 0.23, p = 0.03) was observed. ADC values were higher in the poorly controlled T2DM group, indicating potential diabetes-related microstructural changes. No significant FA or ADC differences were found in other brain regions (p > 0.05).
Conclusions: Poor glycemic control in T2DM is associated with microstructural alterations in the right hippocampus, potentially reflecting early neurodegenerative processes. Longitudinal studies are needed to further investigate these findings.
期刊介绍:
BMC Medical Imaging is an open access journal publishing original peer-reviewed research articles in the development, evaluation, and use of imaging techniques and image processing tools to diagnose and manage disease.