High-Throughput Nanomechanical Platelet Contraction Measurements Using Patterned Hydrogels.

Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 2172-2172
Author(s):  
David R Myers ◽  
Ashley C Brown ◽  
Yongzhi Qiu ◽  
Yumiko Sakurai ◽  
Reginald Tran ◽  
...  

Abstract Abstract 2172 Background: Previous studies on clot formation have shown that the mechanical properties of clots have direct effects on hemostasis and thrombosis, and alterations of those clot mechanics are associated with disease(Collet, et al. 2006) (Hvas, et al. 2007). As such, understanding the mechanical properties of clots is vital to understand hemostasis and thrombosis. As platelets drive this contraction phenomenon, single platelet measurements are required to obtain a mechanistic understanding of the retraction process and to identify specific therapeutic targets for disease states in which platelet/clot retraction is pathologically altered. In addition, as fibrin has recently been shown to have extremely complex material and mechanical properties (Brown, et al. 2009), single platelet studies would decouple the effects of fibrin from platelets when examining clot mechanics. However, few studies have focused on the biomechanical role of platelets in clot formation and clot mechanics, especially at the single cell level. Our group has recently published measurements of single platelet contraction (Lam, et al, Nature Mat, 2011), showing that platelets are capable of applying large forces and are quite varied in their response. However, the key barrier which has prevented the study of single platelets has been the lack of a technology with the sufficient precision and sensitivity to both manipulate and measure individual platelets in a high throughput manner. To that end, we have extended a technique (Polio, et al. 2012) that is capable of measuring the contraction of individual platelets in a high throughput manner. Results: Here we precisely pattern FITC conjugated fibrinogen dots in a geometrical array (Fig 1A) on polyacrylamide (PAA) gels. Thrombin activated platelets are incubated on the gel and contract upon contact with the micropatterned fibrinogen “dots”. When the platelet comes into contact with two dots and contracts, the distance in which the platelet moves the dots from their original position is used to determine the force. Conceptually, this is similar to the idea of a linear spring, in which a certain spring displacement corresponds to a known force. Using this technique, we measured 71 platelets which were attached to two fibrinogen dots each, and found that on low stiffness gels, that the average contractile force was approximately 4nN (Fig 2A). Platelets may attach to a maximum of four dots, but do so with a much lower frequency as compared to two dots (Fig 2B). Preliminary results indicate that as platelet area increases, as indicated by contact with additional protein “dots”, the total force exerted by the platelet increases, with a maximum contractile force achieved when touching three protein dots (Fig 2C). Based on this data, there may be an optimum platelet spread area that maximizes contractile force. Conclusions and Ongoing Efforts: We will determine how the biophysical parameters, such as micro-environmental stiffness and shear flow, quantitatively affect platelet contractility. As our current understanding of the underlying biological mechanisms of platelet contraction is solely qualitative, we will also quantitatively investigate the biological signaling pathways of platelet contraction using pharmacological agents and platelet agonists using our system. Pharmacologic agents including glycoprotein IIb/IIIa (integrin αIIbβ3) antagonists, Rho kinase inhibitors, calcium inhibitors, and myosin inhibitors, will be used to measure the quantitative effect each biological component has on platelet contraction. In addition, soluble agonists known to activate platelets including thrombin, ADP, thromboxane A2, and epinephrine will be investigated quantitatively and systematically to measure their interactive and synergistic effects on platelet contraction. Furthermore, this device represents a new platform which could be used in drug discovery and to test for changes in platelet contraction with differing pharmacological doses. Disclosures: No relevant conflicts of interest to declare.

Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 2202-2202
Author(s):  
David R Myers ◽  
Todd Sulchek ◽  
Wilbur Lam

Abstract Abstract 2202 Background: Blood clots are composed of fibrin, platelets, and other blood cells and proteins, which interact to prevent hemorrhage. Previous studies on clot formation have shown that the mechanical properties of clots have direct effects on hemostasis and thrombosis, and alterations of those clot mechanics are associated with disease. For example, clots are 50% stiffer and more resistant to dissolution in young patients with post-myocardial infarction (Collet, et al., Arterioscler Thromb Vasc Biol, 2006) than clots from healthy controls. Conversely, clots are softer and more prone to dissolution in patients with bleeding disorders (Hvas, et al., J. Thrombosis and Haemostasis, 2007). As such, understanding the mechanical properties of clots is vital to understand hemostasis and thrombosis. As platelets drive this contraction phenomenon, single platelet measurements are required to obtain a mechanistic understanding of the retraction process and to identify specific therapeutic targets for disease states in which platelet/clot retraction is pathologically altered. In addition, as fibrin has recently been shown to have extremely complex material and mechanical properties (Brown, et al., Science, 2009), single platelet studies would decouple the effects of fibrin from platelets when examining clot mechanics. However, few studies have focused on the biomechanical role of platelets in clot formation and clot mechanics, especially at the single cell level. The key barrier which has prevented the study of single platelets has been the lack of technology with the sufficient precision and sensitivity to both manipulate and measure individual platelets. To that end, we recently published the first study investigating platelet contractility at the single cell level using an atomic force microscope (AFM) (Lam, et al., Nat Mater, 2011) Results: An AFM enables precise measurements of force down to the pico-newton level. A mechanically well-defined, fibrinogen-coated cantilever is brought into contact with a platelet and then brought to a fibrinogen-coated surface as shown in Figure 1A. The platelet will contract and the resulting deflection of the cantilever is measured with high accuracy to determine the force applied by the platelet. From AFM studies, it was found that both the loading rate (Fig 1B) and maximum contraction force exerted by single platelets (Fig 1C) were a function of the mechanical stiffness of the cantilever. Furthermore, preliminary data using the same techniques is indicating that there may be a unique subpopulation of platelets which exhibit high-amplitude, oscillatory contraction as shown in Figure 1D. Conclusions and Ongoing Effort: Ours is the first reported data measuring platelet contraction at the single cell level and reveals that platelets are extremely “strong” contractile machines, especially when taking account their small size. In addition, we discovered that platelets can “sense” their mechanical microenvironment, adjusting their contractility accordingly. Based on this research, the overall theme of this proposed work is to quantitatively investigate how the biophysics interacts with the molecular biology of platelet contraction. However, our initial work and past research have shown that platelets within a given population exhibit varied behavior, and to truly obtain meaningful data, studies on large populations are necessary. We are developing a high-throughput device that is capable of individually measuring the contractility of thousands of platelets using the same principles as AFM. As this “biomechanical flow cytometer” leverages microfabrication techniques, it offers new capabilities to manipulate the platelet microenvironment while making contractility measurements. This device will use massively parallel sets of polymer cantilevers to measure individual platelet contractility with an integrated microfluidic delivery system (Figure 2). Platelets flowing in the microfluidic channel will be captured by a set of fibrinogen-coated cantilevers. As the platelet contracts, the deflection of the cantilever tip can be measured optically, which is correlated to the force with the cantilever spring constant. Leveraging the capabilities of this system to test multiple conditions simultaneously, we will vary shear stresses and expose platelet to different doses of different agonists and determine how these parameters affect contraction. Disclosures: No relevant conflicts of interest to declare.


Nanoscale ◽  
2014 ◽  
Vol 6 (16) ◽  
pp. 9457-9466 ◽  
Author(s):  
John G. Gibbs ◽  
Andrew G. Mark ◽  
Tung-Chun Lee ◽  
Sahand Eslami ◽  
Debora Schamel ◽  
...  

Complex, hybrid nanohelices fabricated by dynamic shadow growth in a high-throughput manner exhibit novel optical, magnetic and mechanical properties.


Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 517-517
Author(s):  
Oluwamayokun T. Oshinowo ◽  
Renee Copeland ◽  
Carolyn M. Bennett ◽  
Wilbur A Lam ◽  
David R. Myers

Abstract Background: Immune Thrombocytopenia Purpura (ITP) is defined by a low platelet count in the absence of any known causes and affects over 4,000 US children and 8,000 adults each year (Terrell et al, 2010). Deciding when and how to treat these patients remains difficult as there is no biomarker or diagnostic test that identifies which patients will self-resolve and which are at risk for major bleeding and life-threatening intracranial hemorrhage (~10%). In addition, the medications used to treat ITP all have significant side effects, forcing clinicians to balance risks associated with bleeding and medication. As such, an ongoing debate in the field of clinical hematology centers around which patients require therapy (Flores & Buchanan, 2013)(Cooper 2017)(Gralnek 2008). Here, we show that a new quantitative measurement of platelet function, which is independent of known platelet biomarkers (Myers et al, 2017), has diagnostic potential in identifying bleeding risk in ITP patients. Specifically, using high-throughput platelet contraction cytometry (PCC) measurements of individual platelet forces (Myers et al, 2017), we found that low platelet forces strongly correlate with bleeding symptoms. Unlike existing tests of platelet function that use bulk measurements, our test operates at the single cell level and therefore does not depend on the platelet count, enabling a direct comparison of individual platelet function in health versus disease states. In the broad context of overall function, our findings of impaired force generation agree with previous research demonstrating that impaired platelet function, and not low platelet count, correlates with bleeding in ITP patients (Frelinger et al, 2015). In addition, as the first demonstration of a correlation between single cell force and disease, our novel approach may represent an entirely new class of "physics-based" diagnostics. Platelet Contraction Cytometry (PCC): Within the PCC, a single platelet attaches, spreads, and applies contractile force to a pair of fibrinogen microdots that are attached to a moveable, spring-like, surface. Since the applied platelet contractile force is directly proportional to the microdot displacement, the force is calculated from a single fluorescence image of the platelet. Using microfabrication technology, thousands of microdots are created on a single device to enable high-throughput measurements in tightly controlled mechanical, biochemical, and shear microenvironments (Fig 1). Here, gel-filtered platelets from patients are activated (1U/mL thrombin), plated on the device with a moderately stiff surface (75 kPa), and measured as described previously (Myers et al, 2017). Results: In a cohort of ITP patients (n = 27), we observed that patients with bleeding and/or bruising symptoms exhibited significantly lower average platelet contraction forces than asymptomatic patients regardless of platelet count. Using an average force cutoff value of 26nN, we found that low forces identified bleeding in ITP with 100% sensitivity and 89.4% specificity. From a mechanistic perspective, our preliminary data also suggests that mean platelet volume does not correlate with platelet force or function, although further studies on a single platelet level are needed to confirm this result. While this data indicates that patients with bleeding symptoms have platelets with low forces, it is unclear whether low forces correlate with bleeding or whether the patient always has had low platelet forces that therefore render them susceptible to bleeding. Our preliminary prospective data suggests that low platelet forces correlate with the bleeding symptoms themselves and return to higher values when bleeding symptoms cease. Importantly, as our approach enables "single-cell" examinations of platelet forces, we identified different platelet subpopulations unique to ITP. Healthy individuals have a distribution of contractile forces with a single peak, while ITP patients tend to have two prominent peaks, one with a lower contractile force and one with a higher one. Surprisingly, patients with bleeding symptoms only have a low force peak, suggesting that the lack of highly contractile platelets may be a biophysical biomarker for bleeding (Fig 2). Ongoing studies are focused on using this finding to further improve specificity as well as elucidating the mechanistic underpinnings of low platelet contraction in ITP. Disclosures No relevant conflicts of interest to declare.


2017 ◽  
Author(s):  
Belinda Slakman ◽  
Richard West

<div> <div> <div> <p>This article reviews prior work studying reaction kinetics in solution, with the goal of using this information to improve detailed kinetic modeling in the solvent phase. Both experimental and computational methods for calculating reaction rates in liquids are reviewed. Previous studies, which used such methods to determine solvent effects, are then analyzed based on reaction family. Many of these studies correlate kinetic solvent effect with one or more solvent parameters or properties of reacting species, but it is not always possible, and investigations are usually done on too few reactions and solvents to truly generalize. From these studies, we present suggestions on how best to use data to generalize solvent effects for many different reaction types in a high throughput manner. </p> </div> </div> </div>


Lab on a Chip ◽  
2021 ◽  
Author(s):  
Yanqi Wu ◽  
Alastair Stewart ◽  
Peter Vee-Sin Lee

Cellular mechanical properties (e.g. compressibility) are important biophysical markers in relation to cellular processes and functionality. Among the methods for cell mechanical measurement, acoustofluidic methods appear to be advantageous due...


2010 ◽  
Vol 123-125 ◽  
pp. 1031-1034 ◽  
Author(s):  
Sandhyarani Biswas ◽  
Alok Satapathy ◽  
Amar Patnaik

In order to obtain the favoured material properties for a particular application, it is important to know how the material performance changes with the filler content under given loading conditions. In this study, a series of bamboo fiber reinforced epoxy composites are fabricated using conventional filler (aluminium oxide (Al2O3) and silicon carbide (SiC) and industrial wastes (red mud and copper slag) particles as filler materials. By incorporating the chosen particulate fillers into the bamboo-fiber reinforced epoxy, synergistic effects, as expected are achieved in the form of modified mechanical properties. Inclusion of fiber in neat epoxy improved the load bearing capacity (tensile strength) and the ability to withstand bending (flexural strength) of the composites. But with the incorporation of particulate fillers, the tensile strengths of the composites are found to be decreasing in most of the cases. Among the particulate filled bamboo-epoxy composites, least value of void content are recorded for composites with silicon carbide filling and for the composites with glass fiber reinforcement minimum void fraction is noted for red mud filling. The effects of these four different ceramics on the mechanical properties of bamboo- epoxy composites are investigated and the conclusions drawn from the above investigation are discussed.


RSC Advances ◽  
2015 ◽  
Vol 5 (3) ◽  
pp. 1846-1851 ◽  
Author(s):  
Byung Hyun Park ◽  
Ji Hyun Lee ◽  
Jae Hwan Jung ◽  
Seung Jun Oh ◽  
Doh C. Lee ◽  
...  

We have proposed a novel rotary microdevice in which multiplex anisotropic Au NPs could be synthesized under diverse conditions in a high-throughput manner.


2017 ◽  
Vol 7 (1) ◽  
Author(s):  
Ewa Guzniczak ◽  
Maryam Mohammad Zadeh ◽  
Fiona Dempsey ◽  
Melanie Jimenez ◽  
Henry Bock ◽  
...  

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