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Record W2948857808 · doi:10.2337/db19-569-p

569-P: Prefrontal Cortex Brain Damage and Glycemic Control in Patients with Type 2 Diabetes

2019· article· en· W2948857808 on OpenAlexaboutno aff
Sarah Choi, Bhaswati Roy, Matthew Freeby, Rashmi Mullur, Mary A. Woo

Bibliographic record

VenueDiabetes · 2019
Typearticle
Languageen
FieldNeuroscience
TopicNeurological Disorders and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsGlycemicPrefrontal cortexMedicineMontreal Cognitive AssessmentInternal medicineMagnetic resonance imagingDiabetes mellitusType 2 diabetesCognitionCardiologyEndocrinologyCognitive impairmentPsychiatryRadiology

Abstract

fetched live from OpenAlex

Cognitive impairments are common in patients with type 2 diabetes (T2DM) and adversely impact self-care and glycemic control. However, brain injury in a site that controls cognition (prefrontal cortices; PFC) and its relationship to glycemic outcomes in T2DM remains unclear. Methods: We examined 9 T2DM patients (age 58.2 ± 4.6 years; BMI 30.3 ± 5.0 kg/m2;3 males) and 47 healthy controls (age 55.7 ± 4.2 years; BMI 26.4 ± 3.0 kg/m2; 29 males) for cognition (Montreal Cognitive Assessment [MoCA]), glycemic control (hemoglobin A1c [A1C]), and PFC status via brain magnetic resonance imaging (MRI). Two high-resolution T1-weighted images were collected using a 3.0-Tesla MRI scanner to evaluate PFC status with voxel-based morphometry (VBM) procedures. Results: No significant differences in age and gender emerged between T2DM and control subjects. However, BMI values were significantly higher in T2DM subjects over controls. MoCA scores were significantly lower in T2DM patients compared to controls (24.3 ± 2.4 vs. 26.9 ± 2.3; p = 0.004). Mean A1C was 7.6±0.8% (51-68 mmol/mol) in T2DM patients. Reduced PFC volume was observed in T2DM patients compared to controls (left 0.35±0.02 vs. 0.41±0.03, p<0.001; right 0.31±0.02 vs. 0.38±0.02, p<0.001). PFC volume was positively correlated with cognition; left PFC regions (r= 0.94, p=0.002) and right PFC regions (r= 0.89, p=0.007) with age and gender as covariates. Significant negative correlations were found between PFC volume and A1C; left PFC (r= -0.92, p=0.003) and right PFC regions (r=-0.92, p=0.004) with age and gender as covariates. Conclusions: T2DM patients have PFC brain damage which is associated with cognitive deficits and poor glycemic control. Further research is needed to identify causal relationships between A1C and brain changes in T2DM and to examine interventions to enhance brain/neurogenesis and its impact on A1C. Disclosure S.E. Choi: None. B. Roy: None. R. Kumar: None. M. Freeby: None. R.S. Mullur: None. M.A. Woo: None. Funding National Institutes of Health (R01NR017190)

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.043
Threshold uncertainty score0.464

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.005
GPT teacher head0.192
Teacher spread0.187 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2019
Admission routes1
Has abstractyes

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