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Low Level Platelet-Activating Antibodies in Patients Suspected of Having Heparin-Induced Thrombocytopenia but Testing Negative in the ”Gold Standard” Functional Test

2014· article· en· W2984633038 on OpenAlexaffabout
Ishac Nazi, Donald M. Arnold, James W. Smith, Theodore E. Warkentin, Jane C. Moore, Peter Horsewood, John G. Kelton

Bibliographic record

VenueBlood · 2014
Typearticle
Languageen
FieldMedicine
TopicHeparin-Induced Thrombocytopenia and Thrombosis
Canadian institutionsCanadian Blood ServicesMcMaster University
Fundersnot available
KeywordsHeparin-induced thrombocytopeniaPlatelet factor 4HeparinAntibodyMedicinePlatelet activationPlateletImmunologyThrombosisInternal medicine

Abstract

fetched live from OpenAlex

Abstract Background: Heparin-induced thrombocytopenia (HIT) is a common drug reaction that causes arterial or venous thrombosis as a result of heparin therapy. Platelet-activating antibodies, against complexes of platelet factor 4 (PF4) and heparin, cause intense platelet activation, ultimately leading to an increased risk of thrombosis, limb-loss and even death. Most patients exposed to heparin will produce non-pathogenic anti-PF4/heparin antibodies while only a small number will produce platelet-activating and HIT-causing antibodies (pathogenic HIT antibodies). Among HIT tests, the functional assays, such as the serotonin release assay (SRA), correlate best with the disease because they can specifically identify the pathogenic HIT antibodies whereas the enzyme immunoassays (EIAs) cannot. We have previously shown that anti-PF4/heparin antibody production precedes thrombocytopenia in HIT patients (Warkentin et al., Blood 2009 113: 4963-4969) possibly indicating the need for a threshold plasma level of pathogenic HIT antibody, among other factors, to cause the disease. The objective of this study was to investigate the presence of low levels of pathogenic HIT antibodies in samples from patients suspected of HIT who had detectable anti-PF4/heparin antibodies in the EIA (EIA-positive), but who did not have platelet-activating antibodies in the standard SRA (SRA-negative). Methods: We used an in-house IgG-specific EIA to detect the presence of anti-PF4/heparin antibodies (EIA-positive: OD405nm> 0.45) and the standard SRA to detect the presence of heparin-dependent platelet-activating antibodies (SRA-positive: release >20% with 0.1-0.3 IU/mL of unfractionated heparin). We developed an enhanced SRA (eSRA) by adding increasing concentrations of exogenous PF4 (0-100 μg/mL) to detect sub-threshold levels of platelet activating antibodies undetectable in the standard SRA (eSRA-positive: release >20%). Samples tested were referred for HIT testing by the McMaster Platelet Immunology Laboratory (Hamilton, Canada). Results: Sera from healthy individuals (n=10) and from suspected HIT patients with a negative anti-PF4/heparin EIA (n=15) did not demonstrate platelet activation in the eSRA at any dose of exogenous PF4 added. SRA-positive sera (n = 7), diluted sufficiently that they were non-reactive in the standard SRA, demonstrated PF4 dose-dependent platelet activation in the eSRA. This confirmed the increased sensitivity of the eSRA in detecting low-titre platelet-activating antibodies. Reactivity in the eSRA was inhibited by high heparin (100 U/mL) and by blocking the platelet FcgRIIa receptor with the monoclonal antibody IV.3. We then tested samples (n=24) referred for HIT testing that were positive in the anti-PF4/heparin EIA (optical densities OD405nm 0.7 to 2.4) but negative in the standard SRA. Heparin-dependent platelet activation (20-99% release) was demonstrated in 11 of 24 (46%) in the eSRA. This reactivity directly correlated with the amount of PF4 added to the platelets (optimal concentration of PF4 12.5 - 100 μg/mL) but not with the strength (OD405nm) of the anti-PF4/heparin EIA. In further investigations, we concentrated (4-fold) 7 of the 11 eSRA-positive samples in an attempt to increase the concentration of the antibodies. Of those 7 samples, 5 (71%) became positive in the standard SRA upon testing of the concentrated sample. Conclusions: These data indicate that low-titre platelet-activating antibodies may be found in some patients suspected of having HIT that test negative in the standard SRA irrespective of the strength (OD405nm) of the anti-PF4/heparin EIA. The immune response during heparin therapy can produce both families of pathogenic and non-pathogenic anti-PF4/heparin antibodies but it is the titre of the pathogenic antibody that may be necessary for platelet activation. Perhaps under permissive clinical conditions and with patient-specific factors, the titre of the pathogenic HIT antibodies may increase and lead to HIT. Disclosures Warkentin: Pfizer Canada: Honoraria; Instrumentation Laboratory: Honoraria; GlaxoSmithKline: Consultancy, Research Funding; W.L. Gore: Consultancy, Research Funding.

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)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
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 head0.057
GPT teacher head0.273
Teacher spread0.217 · 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 designObservational
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
Published2014
Admission routes2
Has abstractyes

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