To cite this article: Spurgeon BEJ, Aburima A, Oberprieler NG, Task en K, Naseem KM. Multiplexed phosphospecific flow cytometry enables large-scale signaling profiling and drug screening in blood platelets. J Thromb Haemost 2014; 12: 1733-43.Summary. Background: Dissecting the signaling events that contribute to platelet activation will increase our understanding of platelet function and aid in the development of new antiplatelet agents. However, high-throughput methodology for the quantitative analysis of platelet signaling events is still lacking. Objective: To develop a high-throughput assay for the analysis of platelet signaling events in whole blood. Methods and Results: We developed a fluorescent barcoding protocol to facilitate multiplexing and enable large-scale signaling profiling in platelets in whole blood. The methodology allowed simultaneous staining and acquisition of 24-96 samples in a single analysis tube with a standard flow cytometer. This approach significantly reduced experimental numbers, data acquisition time, and antibody consumption, while providing automated statistically rich quantitative data on signaling events. Using vasodilator-stimulated phosphoprotein (VASP), an established marker of platelet inhibition and antiplatelet drug therapy, we demonstrated that the assay could detect subtle changes in phosphoVASPSer157/239 in response to cAMP-elevating agents of varying potency and known modulators of the cAMP signaling cascade. The assay could be used with washed platelets or whole blood, analyzed immediately or frozen, without any significant change in assay performance. To demonstrate the usefulness of the assay as a drug discovery platform, we examined a prostaglandin screening library. Our screen of 70 prostaglandin derivatives revealed three previously uncharacterized lipids that stimulated phosphorylation of VASP-Ser157. Follow-up analyses demonstrated that these agents elevated intraplatelet cAMP and inhibited collagen-induced platelet aggregation. Conclusions: This novel method enables rapid, large-scale quantitative signaling profiling and compound screening in human platelets present in whole blood.
BackgroundAtherothrombosis is associated with platelet hyperactivity. Hypertriglyceridemia and insulin resistance (IR) are features of polycystic ovary syndrome (PCOS). The effect of induced hypertriglyceridemia on IR and platelet function was examined in young women with PCOS.Methods and ResultsFollowing overnight fasting, 13 PCOS and 12 healthy women were infused with saline or 20% intralipid for 5 hours on separate days. Insulin sensitivity was measured using a hyperinsulinemic euglycaemic clamp in the final 2 hours of each infusion. Platelet responses to adenosine diphosphate (ADP) and prostacyclin (PGI2) were measured by flow cytometric analysis of platelet fibrinogen binding and P‐selectin expression using whole blood taken during each infusion (at 2 hours) and at the end of each clamp. Lipid infusion increased triglycerides and reduced insulin sensitivity in both controls (median, interquartile range ) (5.25 [3.3, 6.48] versus 2.60 [0.88, 3.88] mg kg−1 min−1, P<0.001) and PCOS (3.15 [2.94, 3.85] versus 1.06 [0.72, 1.43] mg kg−1 min−1, P<0.001). Platelet activation by ADP was enhanced and ability to suppress platelet activation by PGI2 diminished during lipid infusion in both groups when compared to saline. Importantly, insulin infusion decreased lipid‐induced platelet hyperactivity by decreasing their response to 1 μmol/L ADP (78.7% [67.9, 82.3] versus 62.8% [51.8, 73.3], P=0.02) and increasing sensitivity to 0.01 μmol/L PGI2 (67.6% [39.5, 83.8] versus 40.9% [23.8, 60.9], P=0.01) in controls, but not in PCOS.ConclusionAcute hypertriglyceridemia induced IR, and increased platelet activation in both groups that was not reversed by insulin in PCOS subjects compared to controls. This suggests that platelet hyperactivity induced by acute hypertriglyceridemia and IR could contribute athero‐thrombotic risk.Clinical Trial RegistrationURL: www.isrctn.org. Unique Identifier: ISRCTN42448814.
Platelet flow cytometry is widely used in cardiovascular medicine as the platelet surface is rich in clinical biomarkers. Surface profiling is critical in disease management, but current assays can abet clinical errors as they are suboptimal and prone to bias. Accordingly, the technical and analytical advances that can be used to create high quality assays with minimal error and maximal sensitivity were reviewed. Specifically, the best practices for instrument setup, quality control, panel design, titration, gating, and compensation were described. Adherence to these practices will enhance the validity and reliability of platelet flow cytometry in clinical/research settings. © 2019 International Clinical Cytometry Society
Thrombospondin-1 (TSP-1) is released by platelets upon activation and can promote platelet activation, but its role in haemostasis in vivo is unclear. We show that TSP-1 is a critical mediator of haemostasis that promotes platelet activation by modulating inhibitory cAMP signaling. Genetic deletion of TSP-1 did not affect platelet activation in vitro, but in vivo models of haemostasis and thrombosis demonstrated that TSP-1 deficient mice had prolonged bleeding, defective thrombosis and increased sensitivity to the prostacyclin mimetic iloprost. Adoptive transfer of wild type (WT), but not TSP-1-/- platelets, ameliorated the thrombotic phenotype, suggesting a key role for platelet-derived TSP-1. In functional assays, TSP-1-deficient platelets showed an increased sensitivity to cAMP signaling, inhibition of platelet aggregation and arrest under flow by PGI2. Plasma swap experiments showed that plasma TSP-1 did not correct PGI2 hypersensitivity in TSP-1-/- platelets. By contrast, incubation of TSP-1-/- platelets with releasates from WT platelets or purified TSP-1, but not releasates from TSP-1-/- platelets, reduced the inhibitory effects of PGI2. Activation of WT platelets resulted in diminished cAMP accumulation and downstream signaling, which was associated with increased activity of the cAMP hydrolyzing enzyme phosphodiesterase 3A (PDE3A). PDE3A activity and cAMP accumulation were unaffected in platelets from TSP-1-/- mice. Platelets deficient in CD36, a TSP-1 receptor, showed increased sensitivity to PGI2/cAMP signaling and diminished PDE3A activity, which was unaffected by platelet-derived or purified TSP-1. This suggests that the release of TSP-1 regulates haemostasis in vivo through modulation of platelet cAMP signaling at sites of vascular injury.
Induced hypoglycaemia in T2DM enhances platelet hyperactivity through impaired sensitivity to prostacyclin at 24hours.
Platelets mediate key biological processes, including hemostasis, immunity, and inflammation. Although platelets are often treated as a homogeneous cell population, they are known to be heterogeneous in size, age, surface receptor expression, and response to agonist stimulation, raising the possibility that distinct platelet subsets perform specialized functions and that such subsets may be altered in disease settings. Attempts to identify platelet subsets by flow cytometry have had limited success due in part to limits on the number of probes that can be used at the same time and due to the challenges of compensating for probes that have large spectral overlap. We recently reported a method to identify platelet subsets by mass cytometry using a panel of 14 metal‐tagged antibodies directed at platelet surface markers. Here, we describe the technical considerations and best practices for platelet sample preparation, processing, and analysis by mass cytometry. Specifically, we show that anticoagulant choice alters platelet phenotype and function and that antibody cocktail storage and sample processing are critical for reproducibility. Additionally, we optimize sample density and instrument setup for maximal platelet transmission. Lastly, we demonstrate the importance of panel design and compensation and the use of clustering and dimension reduction to map platelet heterogeneity across resting and stimulated samples.
Background Robust platelet activation leads to the generation of subpopulations characterized by differential expression of phosphatidylserine (PS). Prostacyclin (PGI2) modulates many aspects of platelet function, but its influence on platelet subpopulations is unknown. Objectives and Methods We used fluorescent flow cytometry coupled to multidimensional fast Fourier transform‐accelerated interpolation‐based t‐stochastic neighborhood embedding analysis to examine the influence of PGI2 on platelet subpopulations. Results Platelet activation (SFLLRN/CRP‐XL) in whole blood revealed three platelet subpopulations with unique combinations of fibrinogen (fb) binding and PS exposure. These subsets, PSlo/fbhi (68%), PShi/fblo (23%), and PShi/fbhi (8%), all expressed CD62P and partially shed CD42b. PGI2 significantly reduced fibrinogen binding and prevented the majority of PS exposure, but did not significantly reduce CD62P, CD154, or CD63 leading to the generation of four novel subpopulations, CD62Phi/PSlo/fblo (64%), CD62Phi/PSlo/fbhi (22%), CD62Phi/PShi/fblo (3%), and CD62Plo/PSlo/fblo (12%). Mechanistically this was linked to PGI2‐mediated inhibition of mitochondrial depolarization upstream of PS exposure. Combining phosphoflow with surface staining, we showed that PGI2‐treated platelets were characterized by both elevated vasodilator‐stimulated phosphoprotein phosphorylation and CD62P. The resistance to cyclic AMP signaling was also observed for CD154 and CD63 expression. Consistent with the functional role of CD62P, exposure of blood to PGI2 failed to prevent SFLLRN/CRP‐XL‐induced platelet‐monocyte aggregation despite reducing markers of hemostatic function. Conclusion The combination of multicolor flow cytometry assays with unbiased computational tools has identified novel platelet subpopulations that suggest differential regulation of platelet functions by PGI2. Development of this approach with increased surface and intracellular markers will allow the identification of rare platelet subtypes and novel biomarkers.
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