Ryan John P, Aizenstein Howard J, Orchard Trevor J, Ryan Christopher M, Saxton Judith A, Fine David F, Nunley Karen A, Rosano Caterina
From the Departments of Psychiatry (J.P. Ryan, Aizenstein, C.M. Ryan, Fine) and Neurology (Saxton), University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania; and Departments of Epidemiology (Orchard) and Epidemiology (Nunley, Rosano), University of Pittsburgh Graduate School of Public Health, Pittsburgh, Pennsylvania.
Psychosom Med. 2015 Jul-Aug;77(6):622-30. doi: 10.1097/PSY.0000000000000206.
The development of Type 1 diabetes mellitus (T1DM) within the first 7 years of life has been linked to poorer cognitive performance. Adults with T1DM have altered functional brain connectivity, but no studies have examined whether earlier age of T1DM onset is associated with functional connectivity later in life. Accordingly, we tested the relationship between age of onset and resting state functional connectivity in a cohort of middle-aged adults with childhood-onset T1DM.
Participants were from a subsample of the Pittsburgh Epidemiology of Diabetes Complications cohort and included 66 adults (mean age = 47.54 years, 32 men). Resting state blood oxygen level-dependent activity was used to calculate mean connectivity for eight functional brain networks. A multivariate analysis of variance examined associations between age of onset and network connectivity. Diffusion tensor and fluid-attenuated inversion recovery images were analyzed to identify microstructural alterations and white-matter hyperintensity volumes.
Later childhood onset of T1DM was associated with lower connectivity (F(8,57) = 2.40, p = .026). A significant interaction was present for current age such that an inverse association with age of onset for functional connectivity was present in older individuals (F(8,55) = 2.88, p = .035). Lower connectivity was associated with older age, increased white-matter hyperintensity volume, and lower microstructural integrity.
Diagnosis of T1DM later in childhood may be associated with lower brain functional connectivity, particularly in those surviving into older ages. These alterations may be an early marker for subsequent cognitive decrements. Future studies are warranted to understand the pathways underlying these associations.
1型糖尿病(T1DM)在生命的前7年内发病与较差的认知表现有关。患有T1DM的成年人脑功能连接发生改变,但尚无研究探讨T1DM发病年龄较早是否与晚年的功能连接有关。因此,我们在一组儿童期发病的中年T1DM成年人队列中测试了发病年龄与静息态功能连接之间的关系。
参与者来自匹兹堡糖尿病并发症流行病学队列的一个子样本,包括66名成年人(平均年龄 = 47.54岁,32名男性)。使用静息态血氧水平依赖活动来计算八个脑功能网络的平均连接性。多因素方差分析检验发病年龄与网络连接性之间的关联。分析扩散张量和液体衰减反转恢复图像以识别微观结构改变和白质高信号体积。
儿童期较晚发病的T1DM与较低的连接性相关(F(8,57) = 2.40,p = .026)。当前年龄存在显著交互作用,使得在年龄较大的个体中功能连接性与发病年龄呈负相关(F(8,55) = 2.88,p = .035)。较低的连接性与年龄较大、白质高信号体积增加和微观结构完整性降低有关。
儿童期较晚诊断出T1DM可能与较低的脑功能连接性有关,尤其是在那些活到老年的人群中。这些改变可能是随后认知减退的早期标志。有必要进行进一步研究以了解这些关联背后的机制。