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Should Generic Versions of Low Molecular Weight Heparins Be Considered As Generic or Biosimilar Drugs. A Regulatory Dilemma

2011· article· en· W2586251854 on OpenAlexaff
Jawed Fareed, Walter Jeske, Debra Hoppensteadt, Rakesh Wahi, Russell D. Hull

Bibliographic record

VenueBlood · 2011
Typearticle
Languageen
FieldMedicine
TopicVenous Thromboembolism Diagnosis and Management
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsBiosimilarMedicinePharmacologyPharmacodynamicsClinical trialLow molecular weight heparinDiscovery and development of direct thrombin inhibitorsHeparinPharmacokineticsThrombinInternal medicine

Abstract

fetched live from OpenAlex

Abstract Abstract 4328 The patent protections for the low molecular weight heparin (LMWHs) enoxaparin, dalteparin and tinzaparin have expired and their generic respective versions are available. Despite widespread clinical use the global regulatory pathways to develop and approve these products remain unclear. In South America and Southeast Asia generic versions of LMWHs are available without adequate regulatory oversight. The EMEA has considered these agents as biosimilars and require both pharmaceutical and clinical data for approval. Unlike the EMEA, the US FDA requires data on the basic, chemical, and pharmacologic profiles without any clinical validation. In July 2010, the FDA approved a generic version of enoxaparin for all of the clinical indications for which the branded enoxaparin is approved. On the other hand, Initially the FDA had approved the different branded LMWHs as distinct drug entities, requiring clinical trials for each individual clinical indication. Generic enoxaparins from various manufacturers are marketed under different trade names even when they are manufactured by the same company. Although in the pharmacopeial assays these agents exhibit comparability, in the pharmacodynamic studies assay based differences have been reported. In a study conducted on two batches of Sandoz’s enoxaparin and Lovenox®, while no differences were noted in the molecular profile and anti-FXa activity, significant differences were noted in other assays such as thrombin generation inhibition and PF4 titration. Moreover, pharmacodynamic differences in primates after sc administration were also noted which were more obvious in the release of tissue factor pathway inhibitor and thrombin activatable fibrinolysis inhibitor assays (TAFI).As the manufacturing process of these agents may differ from manufacturer to manufacturer it is likely that certain compositional variations are not detectable by chemical methods. Thus the requirement of clinical trials to assure the safety and efficacy of these agents is an important consideration. Of concern is the disharmonization of pathways between different regulatory bodies which contribute to the complexity of this issue. It is proposed that the EMEA, FDA and other regulatory bodies develop some common global guidelines for the rationale development of these drugs. Disclosures: No relevant conflicts of interest to declare.

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)0.172
metaresearch head score (Gemma)0.234
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.172
Threshold uncertainty score0.908

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1720.234
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.002
Bibliometrics0.0020.002
Science and technology studies0.0050.021
Scholarly communication0.0150.023
Open science0.0060.005
Research integrity0.0570.032
Insufficient payload (model declined to judge)0.0060.006

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 head0.050
GPT teacher head0.262
Teacher spread0.212 · 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 designTheoretical or conceptual
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
Published2011
Admission routes1
Has abstractyes

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