Back

The Role of Neighborhood Socioeconomic Environment in the Association Between Glycemic Control and the Developing Brain

Chandra, A.; Hsu, E.; Luo, S.

2026-04-02 radiology and imaging
10.64898/2026.03.31.26349868 medRxiv
Show abstract

Objective: To investigate overall and neighborhood socioeconomic deprivation moderated associations between glycemic control and brain structure in youth. Research Design and Methods: This was a cross-sectional study of 705 healthy 11-12-year-olds across 21 study sites in the United States. Data was obtained from the Adolescent Brain and Cognitive Development (ABCD) Study(R). Glycemic control was assessed using hemoglobin A1c (HbA1c), brain structure was evaluated via MRI, and neighborhood deprivation was measured with the Area Deprivation Index (ADI). Mixed effects models were used to examine relationships between HbA1c, brain structure and ADI controlling for sociodemographic covariates. Stratified analysis was performed by tertiles of ADI. Results: Higher HbA1c was associated with lower mean cortical thickness (CT) and smaller total cortical gray matter volume (GMV). One percent increase in HbA1c corresponded to a 0.024 mm reduction in mean CT and a 9,611 mm3 reduction in total cortical GMV. Regionally, higher HbA1c was associated with thinner cortex and smaller gray matter volumes primarily in the frontal, cingulate and occipital areas. There was a significant interaction of HbA1c and ADI on total GMV, which was driven by significant negative associations of HbA1c with total GMV in the high ADI group, and medium ADI group, but not the low ADI group. Conclusions: Mild elevations in HbA1c, even within the non-diabetic range, are linked to early brain structural changes, particularly in youth from neighborhoods with greater socioeconomic deprivation. These results highlight the interplay between metabolic health and neighborhood deprivation on shaping brain development in youth.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
Developmental Cognitive Neuroscience
81 papers in training set
Top 0.1%
19.0%
2
Nutrients
64 papers in training set
Top 0.1%
10.7%
3
Scientific Reports
3102 papers in training set
Top 6%
10.3%
4
Human Brain Mapping
295 papers in training set
Top 0.6%
10.3%
50% of probability mass above
5
PLOS ONE
4510 papers in training set
Top 33%
4.4%
6
NeuroImage: Clinical
132 papers in training set
Top 2%
2.8%
7
Obesity
19 papers in training set
Top 0.2%
2.1%
8
JAMA Network Open
127 papers in training set
Top 2%
1.9%
9
Imaging Neuroscience
242 papers in training set
Top 2%
1.9%
10
Biological Psychiatry Global Open Science
54 papers in training set
Top 0.5%
1.8%
11
BMC Medicine
163 papers in training set
Top 3%
1.7%
12
Alzheimer's & Dementia
143 papers in training set
Top 2%
1.5%
13
Frontiers in Psychology
49 papers in training set
Top 0.6%
1.5%
14
NeuroImage
813 papers in training set
Top 4%
1.4%
15
Neuroscience & Biobehavioral Reviews
43 papers in training set
Top 0.5%
1.4%
16
Journal of Neuroscience Research
25 papers in training set
Top 0.2%
1.4%
17
Journal of Internal Medicine
12 papers in training set
Top 0.3%
1.4%
18
Psychological Medicine
74 papers in training set
Top 1%
0.9%
19
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 40%
0.9%
20
Brain Research
35 papers in training set
Top 1%
0.9%
21
The Journal of Clinical Endocrinology & Metabolism
35 papers in training set
Top 1%
0.8%
22
Neuroscience
88 papers in training set
Top 3%
0.8%
23
Journal of Clinical Medicine
91 papers in training set
Top 6%
0.8%
24
Brain, Behavior, & Immunity - Health
27 papers in training set
Top 0.7%
0.7%
25
Brain, Behavior, and Immunity
105 papers in training set
Top 3%
0.5%
26
Frontiers in Human Neuroscience
67 papers in training set
Top 3%
0.5%
27
Nature Communications
4913 papers in training set
Top 67%
0.5%