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Record W4251577230 · doi:10.21203/rs.3.rs-17697/v1

Mutations in Reelin pathway are associated with abnormal expression of microglial IgG FC receptors in the cerebellar cortex

2020· preprint· en· W4251577230 on OpenAlexaff
Hassan Marzban, Maryam Rahimi-Balaei, Xiaodan Jiao, Azadeh Dalvand, Shahin Shabanipour, Shayan Amiri, Seung‐Hyuk Chung, Jiming Kong

Bibliographic record

VenueResearch Square (Research Square) · 2020
Typepreprint
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicGlycosylation and Glycoproteins Research
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsReelerReelinPurkinje cellCerebellumBiologyMicrogliaEctopic expressionNeuroscienceCell biologyReceptorImmunologyCell cultureInflammation

Abstract

fetched live from OpenAlex

Abstract Introduction: Microglia are the immune cells of the central nervous system that are involved in a variety of developmental processes such as regulation of cell death and survival, spatial patterning, and contribute to the development of Purkinje cells during migration. Microglia express immunoglobulin G Fc receptors (FcgRs). Hypothesis: In this report, we describe microglial FcgR expression in the cerebellum during development related to abnormal Purkinje cell migration. Method: To detect microglial FcgR, the direct anti-IgG (secondary antisera) and high concentrations of Triton X-100 were applied as a method for labeling microglial cells without the use of any specific primary antiserum. By using the Acp2 -/- mice, which show an excessive Purkinje cell migration into the molecular layer combined with the different knockout mice altering the Reelin pathway (Reeler, Scrambler, and Apoer2 -/- mice), that Purkinje cells are ectopically located in white matter. Result: We show the expression of microglial FcgRs in the cerebellum of these mice is absent, but not in the Acp2 -/- mice . Discussion: These results suggest a role for FcgRs in reelin signaling pathway, not related to Purkinje cell migration, but may be an adaptation to the environment with the large number of ectopic Purkinje cells. Conclusion: However, the exact correlation between the ectopic Purkinje cells presence and FcgRs absence in reeler, Scrambler, Apoer -/- mice and the presence of FcgRs in Acp2 -/- mutant are yet to be determined.

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 score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.062
GPT teacher head0.367
Teacher spread0.305 · 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
Published2020
Admission routes1
Has abstractyes

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