Emerging anticoagulants: mechanism of action and future potential.
Bibliographic record
Abstract
Medical needs associated with diverse thromboembolic conditions are not fully met by currently available anticoagulants. Of those, unfractionated heparin (UFH) is gradually replaced by low molecular weight heparin (LMWH) for prevention and treatment of venous thromboembolism and acute coronary syndromes, along with supportive treatment with oral anticoagulants, such as warfarin derivatives. While generally effective these agents have several shortcomings involving compliance, delivery, efficacy and safety considerations in various disease settings, and for these reasons new anticoagulants are sought, to target more specifically the critical effectors and steps in the blood coagulation process, namely: (i) initiation, (ii) propagation and (iii) the phase of thrombin activity. The emerging agents that block tissue factor/factor VIIa-dependent initiation phase of the coagulation cascade, include: recombinant tissue factor pathway inhibitor (rTFPI), nematode anticoagulant peptide (NAPc2), active site-blocked factor VIIa (FVIIai) and TF targeting antibodies. Some of them are currently evaluated in clinical trials with promising results. Propagation phase of thrombus formation (e.g. the activity of factors IXa, Xa, VIIIa or Va) is targeted mainly by various indirect, direct and bimodal inhibitors, such as fondaparinux, indraparinux, tick anticoagulant peptide (TAP), antistatin (ANT) and antithrombin-heparin covalent complex (ATH), all endowed mostly with an anti-Xa activity. Although promising, some of these agents (TAP, ANT and ATH) have not progressed beyond animal testing while others (fondaparinux) was already assessed for prevention and treatment of venous thromboembolism and for treatment of arterial thrombosis. Lastly, inhibitors of thrombin activity are composed of either indirect (UFH, LMWH), or direct thrombin (FIIa) inhibitors including: hirudin, argatroban, melagatran, ximelagatran, dabigatran, and bivalirudin. These agents are either in advanced development or already approved for clinical use. Bimodal FIIa inhibitory activity of ATH was demonstrated in animal models of venous and arterial thrombosis, but is in need of further development. In conclusion, while some of these emerging anticoagulants, such as fondaparinux, idraparinux, ximelagatran and ATH appear to possess superior efficacy-safety profile, as compared to their conventional predecessors (UFH, LMWH and warfarin), their cost-effectiveness, side effects and antidote availability have to be considered. More importantly, coagulation factors that are targets of these inhibitory activities also affect coagulation independent processes, such as wound healing, inflammation, angiogenesis, mitogenesis and cell survival. Thus the consequences of both coagulation-dependent and -independent effects of new agents should be carefully considered before proper clinical indications are established.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.005 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".