New anticoagulant coatings and hemostasis assessment tools to avoid complications with pediatric left ventricular assist devices
Bibliographic record
Abstract
Central MessageImproved antithrombotic surface coatings and tools to assess anticoagulation and antiplatelet function offer a potential way to reduce thrombosis and bleeding events in pediatric patients with LVADs.See Editorial Commentary page 1367. Improved antithrombotic surface coatings and tools to assess anticoagulation and antiplatelet function offer a potential way to reduce thrombosis and bleeding events in pediatric patients with LVADs. See Editorial Commentary page 1367. The only pediatric left ventricular assist device (pLVAD) specifically approved for use in children by the Food and Drug Administration is the EXCOR Pediatric VAD (Berlin Heart GmbH, Berlin, Germany). The EXCOR VAD gained approval on the basis of a clinical study in 2012 demonstrating significant survival benefit relative to extracorporeal membrane oxygenation in patents receiving it as a bridge to transplant.1Fraser Jr., C.D. Jaquiss R.D. Rosenthal D.N. Humpl T. Canter C.E. Blackstone E.H. et al.Berlin Heart Study InvestigatorsProspective trial of a pediatric ventricular assist device.N Engl J Med. 2012; 367: 532-541Crossref PubMed Scopus (382) Google Scholar The median survival time was longer than 144 days for the pLVAD, whereas it was only 10 days in the matched extracorporeal membrane oxygenation cohort. Despite this remarkable achievement, serious adverse events occurred in most study participants on the EXCOR, including infection (57%), stroke (29%), and major bleeding (46%). In the study of 48 total patients, thrombosis was observed in 43 EXCOR VADs, requiring the pump to be changed. Moreover, the recently established PediMACS registry indicates that the occurrence and type of adverse events have not changed since this pivotal trial.2Blume E.D. Rosenthal D.N. Rossano J.W. Baldwin J.T. Eghtesady P. Morales D.L. et al.PediMACS InvestigatorsOutcomes of children implanted with ventricular assist devices in the United States: first analysis of the Pediatric Interagency Registry for Mechanical Circulatory Support (PediMACS).J Heart Lung Transplant. 2016; 35: 578-584Abstract Full Text Full Text PDF PubMed Scopus (127) Google Scholar These numbers highlight the central conundrum: How do we titer anticoagulant and antiplatelet therapy when faced with concurrent thrombosis and bleeding risks? Managing the levels of antithrombotic agents with current clinical analysis tools is incredibly challenging in these patients. Extensive coagulopathy analysis is performed both before and after implantation of the pLVAD, and combinations of multiple anticoagulant, antiplatelet, antifibrinolytic, and procoagulant drugs are used at different stages in an attempt to manage the thrombotic and bleeding risks.3Moffett B.S. Cabrera A.G. Teruya J. Bomgaars L. Anticoagulation therapy trends in children supported by ventricular assist devices: a multi-institutional study.ASAIO J. 2014; 60: 211-215Crossref PubMed Scopus (19) Google Scholar The types of coagulopathy analysis performed and the regimens of antithrombotic drugs used vary greatly among centers,3Moffett B.S. Cabrera A.G. Teruya J. Bomgaars L. Anticoagulation therapy trends in children supported by ventricular assist devices: a multi-institutional study.ASAIO J. 2014; 60: 211-215Crossref PubMed Scopus (19) Google Scholar and despite the use of the recommended Edmonton Anticoagulation and Platelet Inhibition Protocol in pediatric patients, there remains a stubbornly high incidence of serious adverse events, including pump change in 56% of patients, major bleeding in 43%, and neurologic events in 28%.4Steiner M.E. Bomgaars L.R. Massicotte M.P. Berlin Heart EXCOR Pediatric VAD IDE Study InvestigatorsAntithrombotic therapy in a prospective trial of a pediatric ventricular assist device.ASAIO J. 2016; 62: 719-727Crossref PubMed Scopus (40) Google Scholar Current clinical antithrombotic drug management is challenging for practitioners and remains ineffective for patients. The current clinical measurements to assess platelet function and anticoagulant status include activated clotting time, activated partial thromboplastin time, partial thromboplastin time, international normalized ratio, anti–factor Xa levels, and thromboelastography5Tynngård N. Lindahl T.L. Ramstrom S. Assays of different aspects of haemostasis—what do they measure?.Thromb J. 2015; 13: 8Crossref PubMed Scopus (51) Google Scholar; however, none of these accurately predict a patient's current bleeding or thrombotic risk.6Reynolds P.S. Middleton P. McCarthy H. Spiess B.D. A comparison of a new ultrasound-based whole blood viscoelastic test (SEER sonorheometry) versus thromboelastography in cardiac surgery.Anesth Analg. 2016; 123: 1400-1407Crossref PubMed Scopus (20) Google Scholar New methods for real-time coagulopathy status monitoring are desperately needed for better management of antithrombotic therapies in complex situations, such as the case for patients with pLVADs. Recent promising approaches include the use of an ultrasound-based whole blood viscoelastic test that provides detailed results in approximately 10 minutes.6Reynolds P.S. Middleton P. McCarthy H. Spiess B.D. A comparison of a new ultrasound-based whole blood viscoelastic test (SEER sonorheometry) versus thromboelastography in cardiac surgery.Anesth Analg. 2016; 123: 1400-1407Crossref PubMed Scopus (20) Google Scholar It also may be helpful to take into account physiologically relevant hemodynamic forces and biologic components in coagulopathy analyses.5Tynngård N. Lindahl T.L. Ramstrom S. Assays of different aspects of haemostasis—what do they measure?.Thromb J. 2015; 13: 8Crossref PubMed Scopus (51) Google Scholar For example, given that shear gradients are unavoidable in ventricular assist devices, one approach for monitoring could be a shear gradient–activated microfluidic hemostasis monitor, which evaluates coagulation and platelet activation status after a patient's blood is exposed to a series of microengineered stenotic arteriole-sized vessels.7Jain A. Graveline A. Waterhouse A. Vernet A. Flaumenhaft R. Ingber D.E. A shear gradient–activated microfluidic device for automated monitoring of whole blood haemostasis and platelet function.Nat Commun. 2016; 7: 10176Crossref PubMed Scopus (106) Google Scholar Interestingly, this device can be used not only in analytic laboratories but at the bedside by integrating the miniaturized microfluidic device directly into blood lines or catheters that are placed in a patient. Measurement of blood thrombosis in both static and flow environments, along with the exposure to endogenous factors or cells such as endothelium8Jain A. van der Meer A.D. Papa A.L. Barrile R. Lai A. Schlechter B.L. et al.Assessment of whole blood thrombosis in a microfluidic device lined by fixed human endothelium.Biomed Microdevices. 2016; 18: 73-79Crossref PubMed Scopus (84) Google Scholar may finally give clinicians the tools needed to gauge blood dysfunction accurately in real time. Bringing these results quickly to the clinic is no small task, but they may provide critical insight that could greatly improve antithrombotic medication management. The multiple symptoms and adverse events experienced by patients with pLVADs are a consequence of a variety of contributing factors, including the device materials, complex geometries, blood flow conditions, and drugs received. The complex interplay among these factors results in the activation and consumption of coagulation factors, activation of platelets, and the more recently recognized prevalence of acquired von Willebrand disease in patients with pLVADs.9Gossai N. Brown N.M. Ameduri R. Zantek N.D. Louis J.S. Steiner M.E. Pediatric acquired von Willebrand disease with Berlin Heart Excor ventricular assist device Support.World J Pediatr Congenit Heart Surg. 2016; 7: 614-618Crossref PubMed Scopus (8) Google Scholar Evolving medical management therefore may include newer, more specific anticoagulant and antiplatelet drugs, such as factor XII inhibitors that inhibit material-induced thrombosis10Worm M. Köhler E.C. Panda R. Long A. Butler L.M. Stavrou E.X. et al.The factor XIIa blocking antibody 3F7: a safe anticoagulant with anti-inflammatory activities.Ann Transl Med. 2015; 3: 247-251PubMed Google Scholar and phosphoinositide 3-kinase inhibitors that decrease platelet shear activation.11Nylander S. Kull B. Björkman J.A. Ulvinge J.C. Oakes N. Emanuelsson B.M. et al.Human target validation of phosphoinositide 3-kinase (PI3K)β: effects on platelets and insulin sensitivity, using AZD6482 a novel PI3Kβ inhibitor.J Thromb Haemost. 2012; 10: 2127-2136Crossref PubMed Scopus (100) Google Scholar The ideal clinical scenario would be to match the results of these new analyses directly with specific recommendations for a targeted drug approach or a combination of drugs on a case-by-case basis. Ultimately, we believe that better hemostasis assessment alone will not completely solve the thrombosis and bleeding problems in patients with pLVADs. Another way to prevent thrombosis and bleeding is to design better "stealth" devices that do not activate thrombotic responses, thereby limiting or perhaps one day eliminating the need for dangerous antithrombotic drugs altogether. Potentially improved implantable pLVADs currently being evaluated in clinical trials include the HeartMate 3 (Thoratec Corp, Pleasanton, Calif), the MVAD (HeartWare Inc, Framingham, Mass), and even a small (15 mm) implantable artificial heart (Jarvick Heart, Inc, New York, NY) for infants.12Adachi I. Burki S. Zafar F. Morales D.L. Pediatric ventricular assist devices.J Thorac Dis. 2015; 7: 2194-2202PubMed Google Scholar These companies have focused on improved pump design with continuous flow. We believe, however, that a focus on improved surface coatings will further reduce the serious adverse events in patients with pLVADs. To prevent clot formation, devices are now being coated directly to prevent coagulation. The EXCOR pLVAD is coated with a CARMEDA (Carmeda AB, Upplands Väsby, Sweden) heparin-based coating, and yet thrombosis and stroke remain high despite the active anticoagulant drug immobilized directly on the surface of the pump. Surprisingly, active heparin is still bound to the surface of the device after almost a year in a patient's blood flow.13Werkkala K. Jokinen J.J. Soininen L. Dellgren G. Hallhagen S. Sundberg F. et al.Clinical Durability of the CARMEDA BioActive Surface in EXCOR Ventricular Assist Device Pumps.ASAIO J. 2016; 62: 139-142PubMed Google Scholar This underscores the challenge in designing surfaces that prevent thrombosis; even coating the surface of pLVADs with a potent anticoagulant drug has not reduced the need for systemic administration of anticoagulants.4Steiner M.E. Bomgaars L.R. Massicotte M.P. Berlin Heart EXCOR Pediatric VAD IDE Study InvestigatorsAntithrombotic therapy in a prospective trial of a pediatric ventricular assist device.ASAIO J. 2016; 62: 719-727Crossref PubMed Scopus (40) Google Scholar Newer antithrombogenic coatings have been developed during the past few years that may help reduce pLVAD thrombosis in the future. A class of zwitterionic hydrophilic coatings (polymers of sulfobetaine and carboxybetaine) that are low protein binding have shown promise in reducing thrombosis on catheters in short-term dog experiments and have even gained Food and Drug Administration approval for use in catheters.14Smith R.S. Zhang Z. Bouchard M. Li J. Lapp H.S. Brotske G.R. et al.Vascular catheters with a nonleaching poly-sulfobetaine surface modification reduce thrombus formation and microbial attachment.Sci Transl Med. 2012; 4: 153ra132PubMed Google Scholar Liquid-infused coatings15Chen J. Howell C. Haller C.A. Patel M.S. Ayala P. Moravec K.A. et al.An immobilized liquid interface prevents device associated bacterial infection in vivo.Biomaterials. 2017; 113: 80-92Crossref PubMed Scopus (83) Google Scholar, 16Epstein A.K. Wong T.S. Belisle R.A. Boggs E.M. Aizenberg J. Liquid-infused structured surfaces with exceptional anti-biofouling performance.Proc Natl Acad Sci U S A. 2012; 109: 13182-13187Crossref PubMed Scopus (680) Google Scholar, 17Wong T.S. Kang S.H. Tang S.K. Smythe E.J. Hatton B.D. Grinthal A. et al.Bioinspired self-repairing slippery surfaces with pressure-stable omniphobicity.Nature. 2011; 477: 443-447Crossref PubMed Scopus (2677) Google Scholar and adherent liquid coatings18Leslie D.C. Waterhouse A. Berthet J.B. Valentin T.M. Watters A.L. Jain A. et al.A bioinspired omniphobic surface coating on medical devices prevents thrombosis and biofouling.Nat Biotechnol. 2014; 32: 1134-1140Crossref PubMed Scopus (481) Google Scholar are other promising new technologies that may reduce the need for systemic anticoagulants in patients with pLVADs. Liquid-infused coatings, such as those produced with the Slippery Liquid Porous-Infused Surfaces (SLIPS) technology (SLIPS Technologies, Inc, Cambridge, Mass) permeate a porous or roughened surface with an omniphobic liquid (eg, perfluorocarbon or silicone). A related adherent liquid coating method, tethered liquid perfluorocarbon (TLP) coatings, can be used to coat smooth surfaces of existing clinically approved medical devices. These TLP coatings consist of a liquid perfluorocarbon layer that is covalently attached to the smooth surfaces of medical devices and then overlaid with another layer of freely flowing liquid perfluorocarbon.18Leslie D.C. Waterhouse A. Berthet J.B. Valentin T.M. Watters A.L. Jain A. et al.A bioinspired omniphobic surface coating on medical devices prevents thrombosis and biofouling.Nat Biotechnol. 2014; 32: 1134-1140Crossref PubMed Scopus (481) Google Scholar These TLP coatings present a smooth liquid surface in contact with blood and prevent thrombosis by stopping the adhesion of proteins, platelets, and cells to the surface of the medical devices. Provocatively, TLP-coated arteriovenous shunts remained patent in a short-term (8-hour) study in pigs without the administration of any anticoagulants. One additional potential benefit to both polysulfobetaine and liquid coatings is their resistance to biofilm and pathogen adhesion.14Smith R.S. Zhang Z. Bouchard M. Li J. Lapp H.S. Brotske G.R. et al.Vascular catheters with a nonleaching poly-sulfobetaine surface modification reduce thrombus formation and microbial attachment.Sci Transl Med. 2012; 4: 153ra132PubMed Google Scholar, 15Chen J. Howell C. Haller C.A. Patel M.S. Ayala P. Moravec K.A. et al.An immobilized liquid interface prevents device associated bacterial infection in vivo.Biomaterials. 2017; 113: 80-92Crossref PubMed Scopus (83) Google Scholar, 16Epstein A.K. Wong T.S. Belisle R.A. Boggs E.M. Aizenberg J. Liquid-infused structured surfaces with exceptional anti-biofouling performance.Proc Natl Acad Sci U S A. 2012; 109: 13182-13187Crossref PubMed Scopus (680) Google Scholar, 18Leslie D.C. Waterhouse A. Berthet J.B. Valentin T.M. Watters A.L. Jain A. et al.A bioinspired omniphobic surface coating on medical devices prevents thrombosis and biofouling.Nat Biotechnol. 2014; 32: 1134-1140Crossref PubMed Scopus (481) Google Scholar It is to be hoped that preliminary results demonstrating a reduction in infection rates in mice with liquid-infused coatings15Chen J. Howell C. Haller C.A. Patel M.S. Ayala P. Moravec K.A. et al.An immobilized liquid interface prevents device associated bacterial infection in vivo.Biomaterials. 2017; 113: 80-92Crossref PubMed Scopus (83) Google Scholar will translate into a clinical reduction in device-associated infections in the future. Ultimately, the most significant impact of these low-adhesion coatings would be to help lower the amount of thrombosis in pLVADs and to reduce the number and dose of antithrombotic agents required to suppress bleeding events in patients with these devices. With the steadily increasing use of pLVADs in children, new therapeutic avenues need to be developed to address the persistently high and varied complication rates seen clinically. There are unmet needs for improved coagulopathy monitoring, more specific anticoagulation and antiplatelet drug therapies, and improved materials and surface device coatings to reduce the disastrous thrombotic and bleeding events observed with pLVADs. With the complex nature of individual patients' profiles and device characteristics, only a combined, multifaceted approach incorporating improvements in all areas will likely lead to a major improvement in care of these desperately ill pediatric patients.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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 teacher head, 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".