MétaCan
Menu
← Back to cohort
Record W4406225072 · doi:10.1002/alz.091551

Effects of 17‐beta estradiol on inflammation and mitochondrial function in Alzheimer’s disease

2024· article· en· W4406225072 on OpenAlexaff
Pranav Mishra, Ehsan Esfahani, Paul Fernyhough, Benedict C. Albensi

Bibliographic record

VenueAlzheimer s & Dementia · 2024
Typearticle
Languageen
FieldMedicine
TopicMenopause: Health Impacts and Treatments
Canadian institutionsUniversity of ManitobaSt. Boniface Hospital
Fundersnot available
KeywordsInflammationDiseaseBETA (programming language)Function (biology)Alzheimer's diseaseNeuroscienceMedicineInternal medicineBiologyCell biologyComputer science

Abstract

fetched live from OpenAlex

Abstract Background Alzheimer’s disease (AD) is a neurodegenerative disorder primarily associated with aging, but manifests as a complex interplay of multiple factors. Decline in sex‐hormones, particularly 17‐beta estradiol, is linked to the aging process. The risk for onset of AD significantly increases with aging and loss of estradiol. This is concurrent with inflammation and metabolic defects, leading to cell death. Amyloid beta (Aβ), a hallmark of AD exacerbates these processes by activating pro‐inflammatory NF‐κB, leading to sustained chronic inflammation and mitochondrial dysfunction, contributing to neurotoxicity. Estradiol imparts neuroprotection by mechanisms including the regulation of mitochondrial proteins, reduction in oxidative stress, and by decreasing inflammation. So far, our preliminary studies have demonstrated the potential of estradiol in ameliorating AD, where primary cortical neuros treated with estradiol exhibited improved mitochondrial function. For our future work, we will induce AD‐like pathology in our cell cultures by exposing them to Aβ. The objective of this study is to investigate the neuroprotective effects of estradiol against Aβ‐mediated neuroinflammation and mitochondrial dysfunction. Method Primary cortical neurons from C57BL/6 mouse embryos were isolated and cultured under defined conditions. Glial inhibitor AraC (2uM) was used obtain pure neuronal cultures followed by estradiol treatment (10nM). Expression levels of phosphorylated AMPK (pAMPK), PGC‐1α and NF‐κB inhibitor IKbα was measured via western blotting. Culture purity was determined using immunostaining. Oxygen Consumption Rate (OCR), an established measure of mitochondrial function was evaluated in live cells using SeahorseXF24 bioanalyzer. Result Immunocytochemical analysis confirmed that our primary neuronal cultures were >90% pure. Estradiol treatment increased both; the levels of cellular energy sensor pAMPK and master regulator of mitochondrial biogenesis PGC‐1α. Additionally, estradiol elevated ATP production and spare respiratory capacity in these cells. We also observed a decrease in pro‐inflammatory NF‐κB activation as estradiol decreased the phosphorylation and degradation of NF‐κB inhibitory protein IKbα. Conclusion Estradiol, by elevating the levels of pAMPK, PGC‐1α, ATP production and spare respiratory capacity, and by decreasing pro‐inflammatory NF‐κB activation, significantly underlines its importance in modulating mitochondrial function and inflammation in neurons. The anticipated outcomes hold promise for advancing our understanding of therapeutic strategies in alleviating neurodegenerative diseases including AD.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

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)0.0010.000

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 head0.026
GPT teacher head0.299
Teacher spread0.273 · 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 source (direct Gemma or distilled Codex), 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

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueAlzheimer s & Dementia→Same topicMenopause: Health Impacts and Treatments→French-language works237,207→