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.
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 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Sustained polyphasic sleep restriction abolishes human growth hormone release 94%
- Vesicular GABA-transporter neurons in the zona incerta are maximally active during non rapid-eye movement (NREM) and rapid-eye movement (REM) sleep 93%
- A spectrum of altered non-rapid eye movement sleep in schizophrenia 93%
Similar papers in this journal
- Urethane Anesthesia Exhibits Neurophysiological Correlates of Unconsciousness and is Distinct from Sleep 93%
- Neuropeptide-dependent spike time precision and plasticity in circadian output neurons 90%
- Dopamine dysregulation in Parkinson's disease flattens the pleasurable urge to move to musical rhythms 89%
Similar papers in this journal
- Non-invasive assessment of integrated cardiorespiratory network dynamics after physiological stress in humans 90%
- Morning exercise and pre-breakfast metformin interact to reduce glycaemia in people with Type 2 Diabetes: a randomized crossover trial 89%
- Sex differences in the effect of acute fasting on excitatory and inhibitory synapses onto ventral tegmental area dopamine neurons 89%
Similar papers in this journal
- Sleep and Alcohol Use Patterns During Federal Holidays in the United States 90%
- Myogenetic oligodeoxynucleotide (myoDN) recovers the differentiation of skeletal muscle myoblasts deteriorated by diabetes mellitus 88%
- Synthetic torpor triggers a neuroprotective and regulated mechanism in the rat brain, favoring the reversibility of Tau protein hyperphosphorylation. 87%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.