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Record W4312086593 · doi:10.1002/alz.067828

Antisense oligonucleotides targeting miR‐29b binding site increase translation of progranulin protein: potential therapeutic strategy for progranulin‐deficient frontotemporal dementia

2022· article· en· W4312086593 on OpenAlexaff
Geetika Aggarwal, Subhashis Banerjee, Spencer A. Jones, Monica Pavlack, Yousri Benchaar, Jasmine Bélanger, Myriam Sévigny, Denise M. Smith, Michael L. Niehoff, Ian Mitchelle S. de Vera, Terri L. Petkau, Blair R. Leavitt, Karen Ling, Paymaan Jafar‐Nejad, Frank Rigo, John E. Morley, Susan A. Farr, Paul A. Dutchak, Chantelle F. Sephton, Andrew D. Nguyen

Bibliographic record

VenueAlzheimer s & Dementia · 2022
Typearticle
Languageen
FieldMedicine
TopicAmyotrophic Lateral Sclerosis Research
Canadian institutionsUniversity of British ColumbiaUniversité Laval
Fundersnot available
KeywordsHaploinsufficiencyMolecular biologyFrontotemporal dementiamicroRNAUntranslated regionMessenger RNACancer researchChemistryBiologyMedicineBiochemistryPhenotypeDementiaPathologyGene

Abstract

fetched live from OpenAlex

Abstract Background GRN mutations cause frontotemporal dementia (FTD) due to haploinsufficiency of progranulin. Several microRNAs (miRs), including miR‐29b, have been reported to negatively regulate progranulin protein levels. Here, we tested if antisense oligonucleotides (ASOs) – which are versatile modulators of target mRNA/protein levels – can be used to increase progranulin levels by sterically blocking the miR‐29b binding site. Method We designed 48 ASOs targeting the miR‐29b binding site in the 3’ UTR of the human GRN mRNA. We treated H4 neuroglioma cells and iPSC‐derived neurons with these ASOs and subsequently measured progranulin protein levels by western blot and ELISA. We performed further studies to determine the mechanism of action of these ASOs using ribosomal profiling, metabolic labeling, and FRET assays. Results We identified 16 ASOs that increased progranulin protein levels in a dose‐dependent manner. Ribosomal profiling experiments revealed that cells treated with ASOs had marked enrichment in GRN mRNA in heavy polyribosome fractions, compared to cells treated with a scrambled control ASO, suggesting that the ASOs increase the rate of progranulin translation. Consistent with this, ASO treatment resulted in increased levels of newly synthesized progranulin protein. FRET‐based assays showed that ASOs can effectively compete miR‐29b from its binding site in the GRN 3’ UTR RNA under in vitro conditions. Conclusions Together, our results demonstrate that ASOs can be used to effectively increase target protein levels by partially blocking miR binding sites. This strategy may be therapeutically feasible for progranulin‐deficient FTD as well as other conditions of haploinsufficiency.

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 head0.054
GPT teacher head0.309
Teacher spread0.255 · 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
Published2022
Admission routes1
Has abstractyes

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