Back

Differences in sleep spindle wave density between patients with diabetes mellitus and matched controls: implications for sensing and regulation of peripheral blood glucose

Yeung, D.; Talukder, A.; Shi, M.; Umbach, D. M.; Li, Y.; Motsinger-Reif, A.; Fan, Z.; Li, L.

2024-04-12 endocrinology
10.1101/2024.04.11.24305676 medRxiv
Show abstract

BackgroundBrain waves during sleep are involved in sensing and regulating peripheral glucose level. Whether brain waves in patients with diabetes differ from those of healthy subjects is unknown. We examined the hypothesis that patients with diabetes have reduced sleep spindle waves, a form of brain wave implicated in periphery glucose regulation during sleep. MethodsFrom a retrospective analysis of polysomnography (PSG) studies on patients who underwent sleep apnea evaluation, we identified 1,214 studies of patients with diabetes mellitus (>66% type 2) and included a sex- and age-matched control subject for each within the scope of our analysis. We similarly identified 376 patients with prediabetes and their matched controls. We extracted spindle characteristics from artifact-removed PSG electroencephalograms and other patient data from records. We used rank-based statistical methods to test hypotheses. We validated our finding on an external PSG dataset. ResultsPatients with diabetes mellitus exhibited on average about half the spindle density (median=0.38 spindles/min) during sleep as their matched control subjects (median=0.70 spindles/min) (P<2.2e-16). Compared to controls, spindle loss was more pronounced in female patients than in male patients in the frontal regions of the brain (P=0.04). Patients with prediabetes also exhibited signs of lower spindle density compared to matched controls (P=0.01-0.04). ConclusionsPatients with diabetes have fewer spindle waves that are implicated in glucose regulation than matched controls during sleep. Besides offering a possible explanation for neurological complications from diabetes, our findings open the possibility that reversing/reducing spindle loss could improve the overall health of patients with diabetes mellitus. FundingThis research was supported by the Intramural Research Program of the National Institutes of Health, National Institute of Environmental Health Sciences (ZIA ES101765).

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
SLEEP
28 papers in training set
Top 0.1%
28.9%
2
Human Brain Mapping
295 papers in training set
Top 1.0%
6.6%
3
Sleep
26 papers in training set
Top 0.2%
5.1%
4
Scientific Reports
3102 papers in training set
Top 29%
4.1%
5
Frontiers in Physiology
93 papers in training set
Top 1%
3.7%
6
PLOS ONE
4510 papers in training set
Top 37%
3.7%
50% of probability mass above
7
Obesity
19 papers in training set
Top 0.1%
3.7%
8
BMJ Open
554 papers in training set
Top 7%
2.5%
9
The Journal of Clinical Endocrinology & Metabolism
35 papers in training set
Top 0.5%
2.2%
10
Frontiers in Neurology
91 papers in training set
Top 2%
2.2%
11
Sleep Medicine
18 papers in training set
Top 0.2%
1.9%
12
BMC Medicine
163 papers in training set
Top 3%
1.9%
13
Neurology
44 papers in training set
Top 0.7%
1.9%
14
Frontiers in Endocrinology
53 papers in training set
Top 1%
1.6%
15
iScience
1063 papers in training set
Top 19%
1.4%
16
Biological Psychiatry Global Open Science
54 papers in training set
Top 0.8%
1.4%
17
Journal of Sleep Research
31 papers in training set
Top 0.3%
1.4%
18
Journal of Affective Disorders
81 papers in training set
Top 1%
1.3%
19
eLife
5422 papers in training set
Top 48%
1.3%
20
Experimental Physiology
19 papers in training set
Top 0.3%
1.2%
21
Critical Care
14 papers in training set
Top 0.4%
1.0%
22
Annals of Neurology
57 papers in training set
Top 2%
0.9%
23
Journal of Visualized Experiments
30 papers in training set
Top 0.6%
0.8%
24
Psychiatry Research
35 papers in training set
Top 1%
0.8%
25
The Journal of Physiology
134 papers in training set
Top 1%
0.8%
26
Brain Sciences
52 papers in training set
Top 2%
0.8%
27
Life Sciences
25 papers in training set
Top 1%
0.8%
28
eClinicalMedicine
55 papers in training set
Top 2%
0.8%
29
Neurobiology of Learning and Memory
35 papers in training set
Top 0.3%
0.8%
30
Human Molecular Genetics
130 papers in training set
Top 3%
0.8%