MétaCan
Menu
Back to cohort
Record W3022930011 · doi:10.1210/jendso/bvaa046.427

SUN-237 Sex Differences in the Effect of Osteocalcin and Exercise on Memory and Cognition

2020· article· en· W3022930011 on OpenAlexaff
Jordan Winberg, Jesse Rentz, Lina Darwish, Walter Swardfager, Jane Mitchell

Bibliographic record

VenueJournal of the Endocrine Society · 2020
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicNutrition, Genetics, and Disease
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsOsteocalcinEndocrinologyInternal medicineAnxietyTreadmillType 2 diabetesMedicineCognitionDiabetes mellitusPsychologyBiologyPsychiatry

Abstract

fetched live from OpenAlex

Abstract Osteocalcin is a protein produced in the osteoblasts of bone and found both in the bone matrix and in circulation1. Mouse studies have demonstrated that osteocalcin administration improves type II diabetes through increased insulin release and sensitivity2. Further, osteocalcin can cross the blood-brain barrier and has been shown to restore memory and cognition in mice3. To date, experiments testing the effects of osteocalcin in mice have almost exclusively been conducted in only one sex and could not account for sex as a biological variable. We hypothesized that osteocalcin and exercise would improve behavioral outcomes and aimed to record any difference in response between sexes. In this study, we compare the effects of daily osteocalcin treatment, with or without daily treadmill exercise, in male and female mice (C57BL/6) on a high-fat diet induced model of type II diabetes. Mice were fed high-fat diet for eight weeks, followed by eight weeks of daily osteocalcin injections and/or treadmill exercise. During the final two weeks of treatment behavioural testing for depressive-like behaviour, anxiety-like behaviour, problem-solving, and memory was completed, and the results obtained in male and female mice were compared. The high-fat diet increased depressive-like behaviour and impaired problem solving in both sexes. Significant interactions between sex and exercise and sex and diet were observed. High-fat diet increased anxiety-like behaviour in females, but not males, while exercise increased anxiety-like behaviour in males. Both treatments improved behavioural outcomes, though no difference could be attributed to the combination of treatments. Exercise and osteocalcin decreased depressive-like behaviour in both sexes. Osteocalcin improved problem solving in both sexes, but exercise only improved problem solving in females. The effects of osteocalcin were similar in both male and female mice, however exercise improved problem-solving only in female mice. This suggests that both sexes benefit from osteocalcin treatment and exercise may be more beneficial in females. The results indicate that osteocalcin and exercise have similar but not identical effects on behaviour that may be reflected in overlapping mechanisms of action. References: (1) Lee et al., Cell. 2007; 130(3): 456-469. (2) Ferron et al., Bone. 2012; 50(2): 568–575. (3) Khrimian et al., J Exp Med. 2017; 214(10): 2859-2873.

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.207
Threshold uncertainty score0.160

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 head0.009
GPT teacher head0.239
Teacher spread0.230 · 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 designBench or experimental
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".

Quick stats

Citations1
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueJournal of the Endocrine SocietySame topicNutrition, Genetics, and DiseaseFrench-language works237,207