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Record W4417008411 · doi:10.1182/blood-2025-204

Anti-PF4 antibodies are a potential mediator of antisense oligonucleotide (ASO)-induced thrombocytopenia.

2025· article· en· W4417008411 on OpenAlexaff
Avinash Kumar Singh, Margot A. Cousin, Sophia Bird, Borries Demeler, Adam J. Kanack, Anand Padmanabhan

Bibliographic record

VenueBlood · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicDNA and Nucleic Acid Chemistry
Canadian institutionsUniversity of Lethbridge
Fundersnot available
KeywordsOligonucleotideRNase PAntibodyRNAMediatorNucleic acidRNase HMechanism of actionGene

Abstract

fetched live from OpenAlex

Abstract Introduction: Antisense oligonucleotides (ASOs) technology has emerged as a transformative approach in molecular therapeutics, offering precise regulation of gene expression. ASOs are short, synthetic single-stranded nucleic acids that bind to target RNA sequences via Watson–Crick base pairing. Depending on their chemical modifications (e.g., phosphorothioate linkages) and sequence design (e.g., aptamer, gapmer), ASOs can mediate RNA degradation via RNase H, modulate pre-mRNA splicing, or inhibit translation. This targeted mechanism of action positions ASOs as promising treatments for a variety of genetic, inflammatory, and neoplastic diseases. More than 10 ASOs have received regulatory approval. However, safety concerns like injection site reactions, thrombocytopenia, renal toxicity, and liver enzyme elevations have somewhat limited their broader clinical application. Notably, Inotersen and Volanesorsen were associated with severe thrombocytopenic events, including fatalities in phase 3 trials of Volanesorsen. This clinical profile of ASO-associated thrombocytopenia mirrors some aspects of heparin-induced thrombocytopenia (HIT), an immune-mediated condition triggered by anti-platelet factor 4 (PF4) antibodies recognizing PF4–heparin complexes. Hypothesis & Methods: This study investigated the hypothesis that PF4, a positively charged protein, interacts with negatively charged ASOs to form immunogenic complexes that expose neoepitopes, triggering recognition by pathogenic antibodies from HIT patients. Twelve ASOs, Inotersen, Eplontersen, Olezarsen, Fomivirsen, Mipomersen, Tofersen, Nusinersen, Eteplirsen, Golodirsen, Viltolarsen, Casimersen (all FDA approved) and Volanesorsen (EMA approved) were evaluated in this study. All twelve ASOs had lengths ranging from 18 to 30 nucleotides. The association of HIT patient antibodies with ASO-PF4 complexes was evaluated by ELISA and analytical ultracentrifugation. Functional testing was performed with donor platelets treated with ASOs. Results: HIT antibodies recognized PF4–ASO complexes in 7 out of 12 ASOs in a stoichiometry-dependent manner, similar to PF4-heparin complexes, with maximal binding at specific molar ratios. HIT antibodies activated platelets incubated with Inotersen and Volanesorsen, analogous to HIT antibody-mediated activation of heparin-treated platelets in assays such as the serotonin release assay. Interestingly, the addition of Fomivirsen and Eteplirsen induced platelet activation independent of HIT antibodies. Many ASOs have phosphorothioate [PS] linkages, a modification that enhances stability to nuclease digestion and confers additional pharmacokinetic advantages. All ASO-PF4 complexes recognized by HIT antibodies in ELISA and those that supported HIT antibody-mediated platelet activation contained PS linkages. Removal of PS linkages from a PS-containing ASO, Inotersen, abolished antibody binding to PF4-Inotersen complexes, and HIT antibody-mediated platelet activation of Inotersen-treated platelets. Conversely, introducing PS linkages into a non-PS containing ASO, Viltolarsen conferred immunogenic properties to the modified ASO, supporting both recognition by HIT antibodies in ELISA and activation of platelets by HIT antibodies. A platelet binding assay revealed nearly five-fold greater HIT antibody binding to human platelets pretreated with PS-modified ASOs compared to their PS-free counterparts. Analytical ultracentrifugation confirmed that PF4 formed large aggregates immediately upon interaction with PS-containing ASOs. Additionally, we isolated and recombinantly expressed a human monoclonal HIT-like antibody that recognizes PF4–ASO complexes in ELISA and activates ASO-treated platelets in functional assays which could serve as a valuable reagent to investigate ASO-mediated thrombocytopenia.Conclusion: With two ASOs, Fomivirsen and Eteplirsen, direct activation of platelets was noted. Studies with additional ASOs revealed a novel immune mechanism involving ASO-PF4 complex formation and anti-PF4 antibody recognition that can plausibly mediate ASO-induced thrombocytopenia. These findings highlight the key role PS linkages may play in ASO immunogenicity and provide a mechanistic framework for risk mitigation in ASO drug design, supporting the safer development and broader application of ASO therapeutics.

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)0.0000.000
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)0.0020.000

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 head0.005
GPT teacher head0.235
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 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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