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Record W7017266363

Amelioration of Inflammation and Metabolic Blockage in GALC Deficient Mice After Enzyme Replacement Therapy via Extracellular Vesicles

2025· article· en· W7017266363 on OpenAlexaff

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2025
Typearticle
Languageen
FieldMedicine
TopicLysosomal Storage Disorders Research
Canadian institutionsEngineering Link (Canada)
Fundersnot available
KeywordsKrabbe diseaseEnzyme replacement therapySubstrate reduction therapyInflammationAstrogliosisTREM2Lysosomal storage diseaseMicrogliaEnzyme
DOInot available

Abstract

fetched live from OpenAlex

Diego Zelada,1,* Natalia Saldivia,1,* Shayla Samano,1 Diann George,1 Kenvi Chaudhari,1 Duc Nguyen,1 Daniel Simchuk,2 Richard B Van Breemen,2 Maria Irene Givogri1 1Department of Anatomy and Cell Biology, College of Medicine. University of Illinois Chicago, Chicago, IL, 60612, USA; 2Linus Pauling Institute, Oregon State University, Corvallis, OR, 97331, USA*These authors contributed equally to this workCorrespondence: Maria Irene Givogri, Department of Anatomy and Cell Biology, College of Medicine, University of Illinois at Chicago, 808 S, Wood St, M/C 512, Chicago, IL, 60612, USA, Email mgivogri@uic.eduIntroduction: Krabbe disease (KD) is a fatal lysosomal storage disorder caused by a deficiency in the enzyme galactosylceramidase (GALC), leading to toxic accumulation of psychosine. This results in widespread demyelination, inflammation, and neuronal damage. Early intervention is critical to mitigate disease progression and limit neurological injury.Methods: To assess the therapeutic potential of early enzyme replacement therapy (ERT), HeLa cells were genetically engineered to overexpress GALC, and extracellular vesicles (EVs) containing GALC were isolated. A single intrathecal injection of these GALC-loaded EVs was administered to neonatal GALC-deficient twitcher mice, a well-established model of KD.Results: Although the treatment did not prolong overall survival, it significantly reduced neuroinflammation. Treated mice exhibited decreased astrogliosis and microgliosis, along with a notable reduction in cortical psychosine levels. Molecular analysis of neuroinflammatory markers showed increased expression of IL-10 and TREM2 in microglial cells following treatment.Discussion: This study demonstrates that early intervention with GALC-loaded EVs can temporarily alleviate central neuropathology in KD by reducing inflammation and psychosine burden. While not curative, this approach shows potential as an adjunctive strategy to delay disease progression and improve the neuroinflammatory environment prior to hematopoietic stem cell transplantation. Keywords: Krabbe disease, intrathecal injection, galactosylceramidase delivery, psychosine, microglia

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 score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.001

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 head0.110
GPT teacher head0.495
Teacher spread0.385 · 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
Published2025
Admission routes1
Has abstractyes

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