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. 2020 Nov 17;8(6):e00686. doi: 10.1002/prp2.686

Pharmacokinetic, pharmacodynamic, and pharmacogenetic assays to monitor clopidogrel therapy

Bhawani Yasassri Alvitigala 1,, Lallindra Viranjan Gooneratne 2, Godwin Roger Constantine 3, Rajapaksha Arachchige Namal Kumarasiri Wijesinghe 4, Liyanage Dona Ashanthi Menuka Arawwawala 5
PMCID: PMC7670852  PMID: 33200888

Abstract

Clopidogrel is the most common and widely used antiplatelet agent for patients with coronary artery disease following confirmation by electrocardiographic studies. The nonresponsiveness of patients to clopidogrel and the possibility of testing for clopidogrel resistance by platelet function assays (PFA) are contentious issues. Light transmission aggregometry (LTA) is considered as the gold standard test among all PFA. In this review, the most commonly used PFA used for monitoring the effect of clopidogrel, LTA, vasodilator‐stimulated phosphoprotein assay phosphorylation, rotational thromboelastometry (ROTEM) delta and ROTEM platelet, thromboelastography, PFA‐100, VerifyNow P2Y12 assay, Multiplate analyzer, Plateletworks assay and pharmacogenetic studies, are comparatively discussed including their principles of action, advantages, and disadvantages. VerifyNow P2Y12 assay can be accepted as the ideal point of care test out of the discussed assays. However, modified assays are required which could overcome the limitations associated with currently available assays.

Keywords: clopidogrel, HPLC, platelet function assays, pharmacogenetic assays


This review article discuss the principles of pharmacokinetic, pharmacodynamic and pharmacogenetic assays used for monitoring clopidogrel therapy and comparatively discuss their advantages and disadvantages.

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Abbreviations

ADP

adenosine diphosphate

APTT

activated partial thromboplastin time

AU

aggregation units

CAD

coronary artery disease

CADP

collagen‐ADP

cAMP

cyclic adenosine monophosphate

CFT

clot formation time

CLPM

clopidogrel metabolite

CTM

converted to thiol metabolite of clopidogrel

EDTA‐K

ethylenediaminetetraacetic potassium salt

HPLC

high‐performance liquid chromatography

HTPR

high on‐treatment platelet reactivity

INR

international normalized ratio

LTA

light transmission aggregometry

MCF

maximum clot firmness

MFI

mean fluorescence intensity

ML

maximum lysis

MPV

mean platelet volume

MS

mass spectrometry

NSAID

nonsteroidal anti‐inflammatory drug

PCI

percutaneous coronary intervention

PFA

platelet function assay

PGE1

prostaglandin E1

POCT

point of care test

PRI

platelet reactivity index

PRP

platelet‐rich plasma

PRU

platelet reactivity units

PT

prothrombin time

ROTEM

rotational thromboelastometry

STEMI

ST‐elevated myocardial infarction

TEG

thromboelastography

UHPLC

ultra‐high‐performance liquid chromatography

VASP

vasodilator‐stimulated phosphoprotein

vWF

von Willebrand factor

1. INTRODUCTION

Clopidogrel is a second‐generation thienopyridine drug which acts as an inhibitor of platelet aggregation and hence used as an effective medication for coronary artery disease (CAD) and percutaneous coronary intervention (PCI). 1 , 2 However, clopidogrel resistance among patients has become a significant concern. Hence, it has become important to decide whether the patient is clopidogrel resistant or not. 3 If resistant, then the optimum dose or changing/adding a different antiplatelet drug needs to be considered. In order to resolve this problem, platelet function tests (PFTs) play an important role in providing information for physicians regarding management of patients on clopidogrel therapy. This article reviews the role of platelet function assays (PFA) in monitoring clopidogrel therapy, together with the principles, applications, and limitations of the different tests discussed comparatively. Further, the future prospects of PFTs are also discussed.

2. ACTION OF CLOPIDOGREL

Antiplatelet therapy is an essential pharmacological therapy given to patients with atherothrombotic disease to inhibit the platelet aggregation by blocking the platelet receptors involved in adhesion. Genetic variations between patients and delayed onset of action of clopidogrel result in the increase in resistance to clopidogrel therapy. Major reason for clopidogrel resistance was identified as the cytochrome P450 CYP2C19 polymorphism. 4 , 5

When clopidogrel is ingested, 85% of prodrug is absorbed by liver and converted to its carboxylic acid derivative by carboxylic esterase. This is known as CLPM (clopidogrel metabolite), which is a major inactive metabolic product circulating in the blood and helps to determine the pharmacokinetics of the prodrug. Fifteen percent will be converted to thiol metabolite of clopidogrel (CTM) by the hepatic cytochrome isoenzymes (CYP P450 1A2, CYP2B6, CYP2C9, CYP2C19, and CYP3A4). CTM involves in specific and irreversible blocking of P2Y12 receptors, inhibiting the adenosine diphosphate (ADP)‐induced platelet aggregation. CTM consists of four isomers; H1‐H4, where H3 (inactive form) and H4 (active circulating form) are mainly considered in monitoring the action of clopidogrel (Figure 1). 6 , 7 , 8 , 9 , 10 , 11

FIGURE 1.

FIGURE 1

Metabolic activation of clopidogrel prodrug in patients. CLPM, clopidogrel metabolite; CTM, converted to thiol metabolite of clopidogrel

Thiol will irreversibly bind to P2Y12‐ADP receptor on platelets via a permanent disulfide bond with two cysteine residues (cys 17 and cys 270) on the receptor, thus inhibiting the ADP binding permanently and thereby activating adenylyl cyclase enzyme to increase cyclic adenosine monophosphate (cAMP). Thus, protein kinase level increases, stimulating phosphorylation of vasodilator‐stimulated phosphoprotein (VASP). Hence, inhibiting the activation of receptor complex gp IIb/III. Consequently, no thrombosis will occur. Furthermore, clopidogrel reduces secretions from dense granules in platelets and reduces arachidonic acid, collagen, and thrombin‐induced platelet activation. Clopidogrel also decreases the enzymatic activation of coagulation pathway, decreasing thrombin formation. Clopidogrel action solely depends on dose and time. Usually, 400‐600 mg of dose is given and will take 2‐5 hours for the platelet inhibition with 400 mg dose. Seventy‐five milligram of daily dose will take about 7 days for maximum platelet inhibition and management of atrial fibrillation. Half‐life of clopidogrel active metabolite is approximately 6 hours. 12 , 13 , 14 , 15

3. CLOPIDOGREL RESISTANCE

Although clopidogrel is widely used, it shows increased resistance/response variability among thrombosis patients as it is highly susceptible to drug interactions and CYP gene single nucleotide polymorphisms, thus reducing the in vitro enzyme activity inhibiting/reducing the conversion of clopidogrel into its active thiol metabolites. Therefore, it is difficult to decide the relevant dose without performing a PFT. 16 , 17 Degree of clopidogrel resistance may vary based on the laboratory method used. 14 Prevalence of resistance with clopidogrel and aspirin has been studied by using different laboratory techniques. Expected prevalence of aspirin resistance by those studies was about 5.5% to 60%, while clopidogrel resistance was 16.8% to 21%. Hence, dual antiplatelet therapy or triple therapy along with another potent agent was required. 18 Clopidogrel resistance is mainly associated with CYP2C19*2 genotype loss‐of‐function allele. Genetic variations regarding conversion to active metabolite by CYP P450 enzymes also play a major role in resistance. 17 , 19 , 20 Conferring to the studies, clopidogrel resistance in population was about 4%‐30%, and the variation was due to the use of different platelet function studies. 21 , 22 , 23 A study on clopidogrel resistance in India using optical aggregometry has shown that, in the population, 2.54% were resistant, 12.7% were semi‐responders, and 84.7% were responders to clopidogrel. 24 There are several underlying causes for clopidogrel resistance. Age, gender, obesity, long‐term medications, and stress, such as individual factors, may contribute to clopidogrel resistance. Mainly, genetic factors such as mutations in P2Y12 gene, P450 CYP3A gene, and COX1 gene and polymorphism in platelet glycoprotein receptors affect the resistance. Further, overproduction of platelets by bone marrow, transfusion of platelets, failure in compliance, insufficient dose, and absorption by hepatic cells and certain drug interactions, such as nonsteroidal anti‐inflammatory drugs (NSAIDs), will also result in clopidogrel resistance. 25 , 26 , 27

4. PLATELET FUNCTION TESTS TO MONITOR CLOPIDOGREL THERAPY

Platelet function tests play a major role in determining the effect of antiplatelet drugs, such as clopidogrel, on inhibiting platelet aggregation. Although light transmission aggregometry (LTA) is considered as gold standard, it has many limitations. PFTs should possess several features for them to be ideal in use. They should be cost‐effective, less labor expertise, high sensitivity and specificity, produce quick results, and define the clinical situation more precisely. Further, they should have standardized test procedure with proper quality control, reference ranges to quantify the antiplatelet effect, and measure nonresponsiveness to antiplatelet drug, specific for the platelet receptor to measure the drug and its active metabolites. Importantly, they should have the capacity to monitor platelet activation‐induced physiologically relevant agonists and to detect high‐risk and low‐risk patients for antiplatelet drug resistance. 28

However, when most PFTs are considered they are less sensitive and cannot be performed in relation to normal physiological state. The reason is that, PFTs are performed on anticoagulated whole blood with relatively high concentrations of agonists including platelet aggregation. Further, the platelets will form more stabilized thrombus at high shear rate, which is difficult to be achieved by PFTs. Normal pathological shear rate is >10 000 s−1. 29 At low shear rate of PFT, the effect of clopidogrel inhibitor is overrated, as the inhibitor fails to ban the platelet deposition on reactive surfaces due to shear gradient. 30 In addition, PFTs have different cut‐off values to define the clopidogrel nonresponsiveness, hence it has become problematic to build up better correlation of results between different PFTs with different principles. 31

Most basic laboratory test is full blood count, where the mean platelet volume (MPV) parameter implies the platelet activation and clopidogrel resistance. 32 ADP is the commonly used agonist for monitoring clopidogrel action by PFTs. There are two ADP receptors on the surface of platelets which involve in platelet aggregation. P2Y1 receptor stimulates ADP‐induced platelet aggregation via phospholipase C and phosphatidylinositol pathways. Second receptor is P2Y12, which stimulates platelet activation by inhibiting adenylyl cyclase signaling pathway. P2Y12 receptor essentially plays a role in producing more stabilized ADP‐induced platelet aggregation. Hence, the clopidogrel therapy mainly targets on blocking this P2Y12 receptors. 33

Platelet function tests are affected by many pre‐analytical variables, such as operator errors and phlebotomy errors, which may cause damage to the vessel walls inducing platelet coagulation. Other factors which affect the PFT results are age, gender, and clinical conditions (acquired platelet disorders, vWF, Hermansky‐Pudlak syndrome, and Chediak‐Higashi syndrome), certain foods—garlic, turmeric, and cumin seeds—and drugs such as aspirin, aspirin‐containing drugs, NSAIDs, tricyclic antidepressants, some antibiotics, and antihistamines, and other long‐term medications. 34

Prior to the PFT, the anticoagulated whole blood sample of the patient should be tested for full blood count/platelet count, to exclude pseudothrombocytopenia due to cold platelet agglutinin, and MPV, to identify high MPV which indicates platelet turnover and low values indicate bone marrow failure. Blood film and morphology will be used to confirm the conditions, such as primary platelet disorders (Gray platelet syndrome), presence of platelet clumps (pseudothrombocytopenia), and thrombocytopenia. 35 , 36 , 37

Plasma sample should be tested for prothrombin time (PT), international normalized ratio (INR), activated partial thromboplastin time (APTT), and fibrinogen levels to check the fibrinogen levels as they are important for platelet aggregation. 36 , 37 Collected samples should be performed within 30‐90 minutes, which is known as the turnaround time, and be controlled by minimizing the sample transportation time, centrifugation time, and increasing the calibration ranges. It is vital to perform PFT immediately in the case of serious bleeding, >6 units of red cells in 12 hours. 35

4.1. Anticoagulants used for PFTs

Except for high‐performance liquid chromatography (HPLC), which requires whole blood collected in ethylenediaminetetraacetic potassium salt (EDTA‐K), other PFA could be performed on blood collected in 3.2% trisodium citrate anticoagulant at room temperature and physiological pH. Agonists play an important role by increasing the intracellular/cytosolic Ca2+, thereby inducing the platelet activation. Sodium citrate has the ability to chelate the extracellular calcium (Ca2+). Hence, citrate will have a slight chance to chelate the intracellular Ca2+ as well as causing decreased platelet aggregation when the samples are taken for analysis 4 hours after collection. Further, when citrated blood is used, blood sample becomes highly nonphysiological and has reduced the accuracy of results obtained via thromboelastogram (TEG). 38 When citrated blood is used, the degree of platelet aggregation will not be changed up to 2 hours; however, the aggregation gradually decreases thereafter. Even small rise in quantity of sodium citrate will show significant inhibition of platelet aggregation along with ADP, and collagen as sodium citrate acts as the major agent associated with ADP‐induced aggregation. At low plasma Ca2+ (0.1 mmol/L), citrated blood fails to generate thrombin, thus reduces the growth and stability of thrombus. Generally, 0.25 ± 0.05 mmol/L free calcium is needed for thrombin generation. Thereby, citrated blood seem to affect the reproducibility and sensitivity of the assay to monitor the ADP‐induced platelet aggregation in patients under clopidogrel therapy. 39 , 40

In order to overcome the faults, hirudin anticoagulant was introduced, which is extracted from leeches. Hirudin can directly inhibit the thrombin without changing the Ca2+ levels in the sample. Since thrombin is inhibited, coagulation of the blood sample was also inhibited as a result of blocking the conversion of fibrinogen to fibrin. Further, hirudin can maintain the ADP levels in the samples for more than 4 hours. In addition, the poor platelet impedance observed in citrated blood due to the effect from collagen and ADP was resolved when using hirudin anticoagulant. Moreover, Multiplate assay requires tight platelet aggregation for a remarkable change in impedance, which could not be strongly detected by citrated samples. Hence, hirudin is highly recommended for use while lepirudin, phenylalanyl‐L‐prolyl‐L‐arginine chloromethyl ketone also can be used. 41 , 42 , 43 The assays (Figure 2) that are available to monitor the effect of clopidogrel on platelet activity are discussed comparatively under this review.

FIGURE 2.

FIGURE 2

PFA available to monitor the effect of clopidogrel in patients with CAD. HPLC‐MS, high performance liquid chromatography‐mass spectrometry; LTA, light transmission aggregometry; PFA, platelet function assay; ROTEM, rotational thromboelastometry; TEG, thromboelastography; VASP, vasodilator‐stimulated phosphoprotein

4.2. Assays performed in the laboratory (non‐point of care)

Light transmission aggregometry

Light transmission aggregometry is considered as the gold standard test performed on either whole blood or platelet‐rich plasma (PRP) and is used worldwide. The platelet function is measured by measuring the change in optical density when light passes through the PRP after the addition of the agonists, commonly used as ADP, arachidonic acid, collagen, epinephrine, and thrombin. ADP is regarded as the most common agonist to determine the effect of clopidogrel on inhibiting platelet aggregation. Low‐dose ADP (1, 2.5, or 5 µm) will initially bind to P2Y1 receptors on the platelet, inducing intracellular calcium efflux. Hence, results in altering the shape of platelets causing primary wave of platelet aggregation. Secondary wave is formed due to the release of ADP from platelet storage granules. Low‐dose ADP induces only the reversible primary wave. ADP has the capacity to bind for P2Y12 receptors. When high concentration of ADP agonist (10 and 20 µm) is added, it will bind to P2Y12 receptors, initiating the platelet aggregation, without changing the shape. P2Y12 receptor is the major receptor for ADP and is responsible for complete platelet aggregation. However, if the patient is a better clopidogrel responder, clopidogrel will block the binding of ADP to P2Y12 receptors, thus preventing the second wave of platelet aggregation. Such that, the percentage of light transmission in PRP will provide the percentage of maximum platelet aggregation (% MPA) and percentage inhibition of platelet aggregation (% IPA). When light passes through PRP, initially considered platelet aggregation is 0% (no aggregation), then the light transmission through the PRP is 0% (hence, 100% inhibition by clopidogrel). If aggregation initiates upon the addition of agonist, light transmission too increases. At platelet poor plasma (PPP), it is considered that 100% light transmission for 100% platelet aggregation (hence, 0% inhibition by clopidogrel). It could be interpreted that the decreased light transmission indicates the better clopidogrel responders. In order to overcome the limitations of above conventional method, a new method was developed where PRP was incubated with prostaglandin E1 (PGE1). Once pretreated with PGE1, prior to addition of ADP, the effect of P2Y1 receptors will be completely inhibited. Common ADP agonist doses are 5, 10, or 20 µmol/L. LTA is affected by pre‐analytical variables, such as anti‐inflammatory drugs, food stuff like garlic, turmeric, and caffeine, and high fat diet, and should adjust the count within 200‐400 × 109/L. If high, adjust with PPP. Counts less than the range will reduce the aggregation responses. 22 , 44 , 45 , 46 , 47 , 48 Cut‐off value for suboptimal clopidogrel response in terms of percentage aggregation is ≥ 70% for 10µM ADP and ≥ 50% for 5µM ADP 49

Vasodilator‐stimulated phosphoprotein assay

Vasodilator‐stimulated phosphoprotein is an actin regulatory protein and a substrate for both cAMP and cGMP (cyclic guanosine monophosphate)‐dependent protein kinases and involves in the filopodia formation and adhesion of platelets. When P2Y12 receptors are blocked by clopidogrel and PGE1 is stimulated, activated adenylyl cyclase will initiate the VASP phosphorylation. Hence, VASP phosphorylation will indicate the P2Y12 inhibition by clopidogrel. 50 , 51 However, still the direct relationship between the VASP phosphorylation and ADP‐induced in vivo platelet aggregation has not yet described. 52

Citrated anticoagulant blood samples are used along with the commercially available kit included with ADP and PGE1. Assay is based on the flow cytometric technique. Upon incubation of platelets with PGE1 and ADP, platelets will be reacted with CD61 phycoerythrin‐labeled platelet‐specific antibody and FITC‐labeled phosphorylated VASP‐specific mouse monoclonal antibody. The used antibody is specific for the phosphorylated form of VASP. Likely, pretreated samples will be analyzed via flow cytometer which produces results as geometric mean fluorescence intensity (MFI). The degree of phosphorylation of VASP will be directly proportional to the platelet inhibition by clopidogrel and is expressed as platelet reactivity index (PRI) derived from MFI [PRI(%) = 100 × (MFI(PGE1) − MFI(PGE1 + ADP))/MFI(PGE1)]. The main advantage associated with this assay is that it is highly specific for the P2Y12 receptors. 44

4.3. Point of care tests

Point of care tests (POCTs) are tests that can be performed on whole blood at or near the bedside of the patient, more easily, such that rapid results can be obtained without pipetting and pretreatments to the sample. Frequently, VerifyNow P2Y12 assay, Multiplate assay, PFA‐100, Plateletworks, TEG, and ROTEM are designed as POCTs and used to monitor the effect of clopidogrel. POCTs are developed to overcome the limitations associated with LTA, such as labor intensiveness, cost, and time. POCTs are generally at high cost than normal LTA, but they have the ability to provide clot quality and monitors clot formation and progression even after the point of clot formation. 35 , 53 , 54

4.3.1. Rotational thromboelastometry: ROTEM delta and ROTEM platelet

Blood collected within 4 hours into 3.2% sodium citrate is needed to be incubated at 37°C before examination. ROTEM delta uses viscoelastic measurement. Blood is filled into the cuvette and a cylindrical pin, known as the sensor, is immersed into the cuvette so that there is 1‐mm gap between pin and cuvette wall, bridge by the blood. Sensor is rotated sideways by a spring. The pin rotates till the blood is in liquid form; however, when blood starts clotting, rotation of the pin slows down. Kinetic motion of the pin is detected mechanically and computation is expressed via thromboelastometric curve and numerical parameters. ROTEM delta has the ability to identify hypo‐ and hyperfunctional stages of clotting process. ROTEM can measure the parameters: clotting time, clot formation time (CFT), maximum clot firmness (MCF), and alpha angle, which use the angle between middle axis and tangent to the clotting curve through 2‐mm amplitude point. ROTEM has special techniques to monitor the coagulation pathway via intrinsic and extrinsic pathways, heparin action, and clot firmness after blocking hyperfibrinolysis by aprotinin. There are many variables that can be measured by ROTEM analysis. Commonly used parameters are coagulation time, CFT, α‐angle, amplitude at 10 minutes after CT, MCF, maximum lysis (ML), EXTEM (measures extrinsic pathway), APTEM (measure clot firmness after blocking hyperfibrinolysis), FIBTEM (measure clot firmness after blocking the platelets), INTEM (measures intrinsic pathway), and HEPTEM (same as INTEM, but inhibits heparin). 55 , 56 , 57 , 58 , 59 Assay should solely depend on the instructions provided by the manufacturer as the results may vary depending on the temperature, reagent status, sample stability, and instrument status. 57 In monitoring the effect of clopidogrel, ROTEM analysis could be performed using EXTEM and FIBTEM reagents. Thus, produces the results CT, MCF, and CFT of EXTEM and FIBTEM, respectively. 56

However, ROTEM delta lacks the ability to monitor antiplatelet drug therapy due to increased production of thrombin during the assay. Thrombin thus produced stimulates platelets, preventing the detection of platelet inhibition by antiplatelet drugs. In order to overcome the above limitation, ROTEM platelet was combined to ROTEM delta such that single sample can be analyzed simultaneously with two techniques. ROTEM platelet consists of two channels which allow whole blood analysis via impedance principle. Sample cuvette is inserted into temperature‐controlled channel and then two wires of the electrodes are placed inside the cuvette. When the activated platelets aggregate around the surface of the electrode wires, impedance between wires increases producing an impedance curve. The magnetic stirrer inside the cuvette prevents the deposition of blood cells at the incubation. If the patient is effectively responding to clopidogrel therapy, the curve lies below the reference curve. Impedance curve provides three parameters, where area under curve (Ω × min) gives overall platelet aggregation, amplitude at 6 minutes (Ω/min) gives degree of platelet aggregation after activation, and maximum slope (Ω) indicates time taken for platelet aggregation. ROTEM platelet was specifically designed to monitor antiplatelet therapy by three assays. ARATEM assay monitors aspirin therapy by activator arachidonic acid, ADPTEM assay monitors clopidogrel using ADP, and TRAPTEM monitors thrombin by thrombin‐receptor activating peptide‐6. 56 , 60

4.3.2. Thromboelastography

Thromboelastography is a rapid POCT performed on citrated whole blood. This technique quantitatively measures the viscoelastic properties of the platelets in forming the platelet plug. The principle will be same as that of ROTEM platelet, which has a disposable cup with a detection pin fixed at the center. Difference is that the TEG rotates the cup and ROTEM rotates the pin first when the clot forms. Prior to clotting, blood has the minimum viscosity. Therefore, the waves of the cup cannot induce the movement of the pin. When blood starts to coagulate, blood viscosity increases, and the clot gets attached to both the cup and pin causing the movement of the pin upon induced by the cup. When the viscosity increases gradually, amplitude of the pin movement also increases. Once the fibrinolysis starts, platelet clot dissolves decreasing the blood viscosity. Change of amplitude is expressed graphically against time. 61

Conventional TEG lacks the ability to determine the ADP receptor inhibition for the reason that the excess production of thrombin through the technique. Conventional TEG will show normal maximum amplitude for a patient under clopidogrel therapy who was shown to have an ultimate platelet inhibition via LTA, which was considered as a major problem associated with conventional TEG. ROTEM expresses CT, α‐angle, CFT, MCF, and clot lysis, whereas those parameters are expressed as reaction value (R value), α‐angle, K‐value, maximum amplitude, and amplitude at 30 minutes (LY30) in TEG. However, by overcoming the above problem, modified TEG has the capability to monitor the clopidogrel action, without thrombin generation. ADP is used as the agonist to measure the degree of platelet aggregation of patients under clopidogrel therapy. 58

4.3.3. VerifyNow P2Y12 assay

VerifyNow assay is performed as a POCT on citrated whole blood as a turbidometry assay. When PGE1 is introduced, ADP induces platelet coagulation and aggregates with the help of fibrinogen‐coated beads. Most important fact is that, the assay is sensitive and specifically targets the P2Y12 receptors while inhibiting the action of P2Y1. As in LTA, the platelet aggregation is determined by the percentage of the light transmission and expressed in PRU (P2Y12 reaction units). Low PRU indicates the high P2Y12 receptor inhibition and better response to clopidogrel. Measurement of inhibition of P2Y12 receptor inhibition as a result of thrombin receptor‐activating peptide‐induced platelet aggregation has become an added advantage. Percentage inhibition is reported as [Base PRU − Posttreatment PRU]/[Baseline PRU] × 100. VerifyNow assay is a rapid test which can be performed even at bedside within 5 minutes, which has been an advantage when compared with LTA and VASP phosphorylation assays. VerifyNow assay also has the capability to monitor the effect of clopidogrel on P2Y12 receptors directly thereby helps to determine the adequacy of the loading dose of clopidogrel in patients who will be subjected to coronary stenting. Further, the assay has a simple technique and interpretation of results can be done easily. 51 , 62 , 63 Cut‐off value for the suboptimal clopidogrel response in terms of percentage aggregation is ≥70% for 10µM ADP and ≥50% for 5µM ADP. 49

4.3.4. Platelet function assay‐100

Platelet function assay‐100 is another point of care assay to monitor the action of clopidogrel. This can be performed on less volume of citrated whole blood. This assay monitors the platelet aggregation and effect of antiplatelet drugs under higher shear stress. Hence, this assay can be performed rapidly in less time using less labor which is an added advantage when compared with conventional aggregation assays. PFA‐100 has cartridges coated with collagen and epinephrine or ADP. Blood drawn from the patient who is under clopidogrel therapy will flow under higher shear rate through the capillary and a small aperture of PFA‐100 analyzer toward the coated cartridge. Platelets will aggregate and form the ADP‐induced platelet plug by blocking the aperture. The time taken for complete occlusion of the aperture is recorded as closure time (CT). Collagen‐ADP (CADP) cartridge measures the platelet dysfunction due to clopidogrel. Prolonged CT indicates the better response to clopidogrel. 64 , 65 , 66 , 67 CT for CADP cartridge is 55‐137 seconds. 68

4.3.5. Multiplate analyzer

Multiplate analyzer is a sensitive, novel, point of care platelet function analyzer which can be performed on citrated whole blood using electrical impedance aggregometry principle. The main aim of the assay was to monitor the platelet function inhibitors. When the samples obtained from the patients who are under clopidogrel therapy are exposed to ADP agonist, platelets will get stimulated and results in ADP‐induced platelet aggregation. Once the aggregated platelets attach tightly to the sensor wires in the Multiplate device, an electrical resistance will be created between the wires. ADP with 200‐μmol/L concentration interacts with P2Y1 and P2Y12 receptors inducing irreversible aggregation. However, ADP + PGE1: 200 μmol/L + 300 nmol/L inhibits aggregation by P2Y1 receptor, thus increasing specificity for P2Y12 receptors. Change in the impedance can be shown by the graph; arbitrary aggregation units (AU) against time. In addition, the three parameters, area under the curve, height of the curve, and maximum slope, express the complete platelet reactivity, platelet aggregation, and velocity, respectively. 69 , 70

4.3.6. Plateletworks analyzer

Plateletworks is a POCT device performed on whole blood. Plateletworks analyzer measures the platelet count of the sample before the addition of the ADP agonist and then after platelet aggregation upon addition of ADP. Usually, reference platelet count taken from the K3‐EDTA anticoagulant blood without ADP and other count is taken from citrated anticoagulant sample with ADP agonist. 71

In normal patients, the platelets get aggregated in the presence of agonist and the resultant platelet count is considered to be zero. When the blood flows through the aperture, the constant electric current will develop an electrical pulse which is amplified and converted to obtain the platelet count. 72 When the platelet aggregates exceed the threshold limit for platelet size, such platelets are not considered for the resultant platelet count. Percentage inhibition of platelet aggregation provides the degree of platelet aggregation in the presence of clopidogrel. Percentage of inhibition is expressed as the ratio between platelet counts before and after exposure to ADP. Plateletworks is widely used for monitoring the effectiveness of antiplatelet drugs such as clopidogrel and aspirin. 53 , 73 , 74 , 75 Blood samples should be analyzed within 10 minutes to obtain accurate results. There are studies to prove the significant correlation between Plateletworks and LTA. However LTA determines only macroaggregation while Plateletworks is sensitive for microaggregation. Minimum studies have been conducted to show the prediction of outcomes of cardiovascular diseases. 71 , 73 , 76 In the determination of the cut‐off values for Plateletworks assay, it had shown 63% sensitivity and 58.5% specificity using ROC curve analysis. 74

4.4. High‐performance liquid chromatography

High‐performance liquid chromatography is generally used for identification and quantification of chemical compounds. HPLC consists of a stationary phase which is packed either with a resin or silica gel beads and mobile phase. Methanol and acetonitrile are used as solvents for the separation of analyte. Molecular interaction between stationary phase, analyte, and solvent decides the retention time. Separation of analytes in normal HPLC depends on the polarity where stationary phase is polar and mobile phase is nonpolar. However, in reverse phase HPLC, the separation is based on hydrophobic interactions between polar mobile phase and nonpolar stationary phase. During the separation and quantification of active metabolites, the internal diameter of the HPLC column, particle size, and pore size of the stationary phase and pump pressure should be considered for optimum performance. 77

Around 5%‐40% of patients who are under clopidogrel therapy may show resistance to clopidogrel and the cause may be due to impaired drug absorption by the hepatic cells or impaired drug metabolic activity. However, the cause can be clearly explained via analysis of drug metabolite levels in the patient's blood via HPLC method. However, due to low levels of the prodrug in plasma after ingestion and instability of thiol derivatives, it has become difficult to use HPLC method for determination of drug levels in patient plasma. 78 Hence, most of the studies were conducted using plasma of healthy volunteers and spiking the samples with prepared concentrations of clopidogrel. 79 , 80 Thereby, those studies were only able to determine either the prodrug only or one of the derivates from CTM or CLPM. One such study was able to analyze the pharmacokinetic properties of only CTM isomers, but not the isomers or prodrug or CLPM. They have analyzed the H1‐H4 isomers using a reverse‐phase ultra‐high‐performance liquid chromatography and tandem mass spectrometry (MS) with a concentration accuracy for a range of 0.5‐250 ng/mL. 81

Once the HPLC technique is validated by the means of the parameters linearity, stability, precision, and accuracy, it was identified as the most sensitive, specific analysis method to monitor the effect of clopidogrel on patient responsiveness. 82 , 83 Two studies have been found to analyze the clopidogrel and its metabolites in patients with myocardial infarction and PCI. One study has determined the plasma levels of clopidogrel, inactive carboxyl metabolite, and active H4 thiol metabolite in the plasma of ST‐elevated myocardial infarction patients. 11 The second study studied the plasma levels of clopidogrel, CLPM, active H4, and inactive H3 of patients under PCI. The study has found that the maximum absorption of 75 mg of drug was 2 ng/mL in 1.4 hours and 300 mg of drug was 4.5 ng/mL in 1.2 hours by intestines. Platelet aggregation with 75 mg dose was found to be between 37 and 747 AU/min. The significant correlation between maximum concentration of H4 isomer and platelet aggregation depicts the importance of use of both the above parameters in the detection of response to clopidogrel therapy. 78

4.5. Pharmacogenetic assays

CYPA1, CYP2B6, and CYP2C19 are CYP450 enzymes that participate in the first step of converting clopidogrel prodrug to 2‐oxo‐clopidogrel. The second step which forms the thiol metabolite is catalyzed by the enzymes CYP2B6, CYP2C9, CYP3A4/5, and CYP2C19. CYP2C19 is considered as the main enzyme involved in the whole process as it provides 44.9% to the first step and 20.6% to the second step. In addition, CYP3A4 too contributes 39.8% to the second step. 84 , 85 Hence, bioactivation process of clopidogrel could be altered due to genetic polymorphisms of the genes CYP2C19, CYP3A4/5, CYP2C9, and CYP2B6 that code for their respective enzymes. Out of these genes, CYP2C19 gene polymorphism is studied mainly due its association with both the steps. CYP2C19 is highly polymorphic, where *1/*1 allele is considered as normal and two loss of functional (LoF) alleles due to single nucleotide polymorphism are (*2) and (*3). These LoF alleles result in poor clopidogrel therapeutic outcome. Although CYP2C19 and CYP2C9 LoF cause poor clopidogrel outcome, CYP1A2,CYP2B6, and CYP3A4/5 alleles have not shown any considerable effect on clopidogrel effect. The Clinical Pharmacogenetic Consortium has developed a guide to interpret CYP2C19 genetic test. It explained that *1/*17, *1/*17, and *17/*17 genotypes show normal enzyme activity and clopidogrel 75 mg daily dose could be administered. Genotypes *1/*2, *1/*3, and *2/*17 indicate intermediate enzyme activity and genotypes *2/*2, *2/*3, and *3/*3 show absence of enzyme activity. Patients with these genotypes should be treated with either Prasugrel 10 mg daily or Ticagrelor 90 mg twice a day. 86 Prasugrel and Ticagrelor are used for clopidogrel poor responders as these are not affected by CYP2C19 LoF allele. 87 It was found that CYP2C19*2 resulted in poor platelet inhibition by clopidogrel and hence causes poor outcomes in PCI patients. 88 CYP2C19*17 gene polymorphism too can be studied which results in enhanced enzyme activity due to increased gene transcription. 89 Clopidogrel absorption in the intestine is controlled by a transporter protein called P‐glycoprotein multidrug resistance‐1, which is coded by the gene ABCB1. Polymorphism of ABCB1 gene has shown poor absorption of clopidogrel by intestines. 90 CES1 is another genetic polymorphism which could be studied as the CES1 enzyme synthesized by the gene results in the metabolism of clopidogrel. LoF of this allele causes increased concentration of active thiol metabolite, 91 whereas polymorphism of PON1 gene reduces the enzyme activity of PON1 esterase and results in reduction of active thiol metabolite concentration. 92 Gain of functional haplotypes H2 of P2Y12 gene increases atherothrombotic events and affects the action of clopidogrel. 93 However, due to the difficulty in predicting the outcome of every genetic variation associated with clopidogrel, Clinical Pharmacogenetics Implementation Consortium guidelines for CYP2C19 genotype and clopidogrel therapy have not endorsed to follow CYP2C19‐guided therapy.

Several pharmacogenetic tests are available to determine clopidogrel response by analyzing different CYP2C19 variants. Whole blood is used for polymerase chain reaction and primer extension reaction, which is the underlying technique of the tests AccuType CP and Cytochrome P450 2C19 10 mutations assay (ARUP Laboratories, Salt Lake City, UT, USA). This technique is used by clopidogrel efficacy test (by 23andMe Company, Sunnyvale, CA, USA); however, it is performed for salivary samples. Medication panel (Navigenics, Inc, Foster City, CA, USA) and drug response test (Pathway Genomics, San Diego, CA, USA) use salivary samples on two different techniques: TaqMan SNP genotype assay and DNA testing, respectively. DNA testing is an underlying principle in many other tests such as Clopidogrel genetic test (TheranostiCs Lab, Auckland, New Zealand), CYP450 2C19 (Plavix) gene test for buccal swabs and Verigene CYP2C19 XP/CYP2C19 nucleic acid test. PlaVitest by Genelec Corporation can be performed on either whole blood or buccal swabs using extended CYP2C19 DNA mutation panel. 94 CYP2C19*2 genetic test produced by Spartan Biosciences is a rapid test which could be performed within 1 hour on buccal swab. 87 Clopidogrel antiplatelet effect was studied by using a rapid test called Rapid Infinity analyzer. DNA extracted from the whole blood collected in EDTA was hybridized to BioFilmChip microarray in the analyzer, hence can be used to determine CYP19*2, *4 and CYP2C9*2, *3 polymorphisms. 95 Rapid Verigene and classical TaqMan assays have been compared by analyzing CYP2C19*2, *3, *4, *5 and *17 polymorphisms. Study have found that turnaround time, labor requirement, and relative cost is less in the Verigene assay than TaqMan assay, although reagent cost of Verigene assay is considerably high. Hence, Verigene is considered having better performance. 96

5. COMPARISON OF THE PFTS

Light transmission aggregometry is the most acceptable method to determine the validity of other novel PFTs. In contrast to these advantages, the major disadvantage is that the higher concentrations of ADP agonist have the ability to induce the platelet aggregation without altering the shape of platelets. Other drawbacks of this assay are listed in Table 2. 25 , 44 , 97

TABLE 2.

Reference ranges for clopidogrel responsiveness

Assay Reference range
PFA‐100 55‐137 s for CADP cartridge
VerifyNow P2Y12 assay

>180‐376 PRU indicates that drug is not available in blood

10‐180 PRU indicates decreased platelet reactivity to P2Y12 inhibitor

ROTEM delta/TEG/ROTEM platelet

Consider the impedance curve provided by ROTEM.

Reference ranges for CT (s), CFT (s), α‐angle (°), A10 (MM), A20 (mm), MCF (mm), LI 30 (%), and ML (%) within 1 h

For EXTEM: 38‐79 s, 34‐159 s, 63°‐83°, 43‐65 mm, 50‐71 mm, 50‐72 mm, 94%‐100%,, and <15%, respectively. For FIBTEM: A10 is 7‐23 mm and A20 is 8‐24 mm 56 , 129

LTA Percentage optical density vs time graph will provide platelet aggregation traces. Based on the pattern, disease condition could be interpreted. Commonly encountered cases are Glanzmann's thrombasthenia, Bernard‐Soulier syndrome, storage pool disorder, the effect of aspirin, and the effect of clopidogrel
Multiplate analyzer Interpretation is same as LTA
VASP Phosphorylation assay Need to study the scatterplot graphs to interpret the condition
Plateletworks Provides percentage aggregation

Abbreviations: A10, amplitude at 10 s; CFT, clot formation time; clotting time; CT; LI, lysis index at 30 min; MCF, maximum clot firmness; ML, maximum lysis; PFA; platelet function assay; PRU, platelet reactivity units; ROTEM, rotational thromboelastometry; TEG; thromboelastography.

A study conducted has shown that the traditional method of LTA cannot be used as a test to monitor the effect of clopidogrel. Conventional ADP represents platelet aggregation due to both P2Y1 and P2Y12 receptors, whereas modified method with PGE1 shows the platelet aggregation specific to PGE1 (Figure 3). Further, when comparing the VerifyNow P2Y12 assay, Modified ADP/PGE1 assay, and VASP phosphorylation assay, there was a 12%‐54% variation in the cut‐off values for clopidogrel nonresponsiveness between the above assays. Percentage of clopidogrel nonresponders detected by modified AD/PGE1 aggregation method and VerifyNow P2Y12 assay was much similar. When monitoring the clopidogrel active metabolite of clopidogrel in the plasma of patients, VASP assay was identified as more sensitive as the assay is more specific for P2Y12 assay. This study has concluded that the highest correlation was shown between the ADP/PGE1 aggregation assay and VASP phosphorylation assay and less correlation between conventional LTA and VerifyNow assay and VASP phosphorylation assay in monitoring the efficiency of action of clopidogrel. 44 POCTs, such as VerifyNow P2Y12 assay, PFA‐100, Impact cone and Platelet analyzer, and Thromboelastograph Platelet Mapping System, were developed to overcome the limitations of the LTA technique although it is considered as the gold standard test.

FIGURE 3.

FIGURE 3

Differentiation of results obtained from conventional and modifies light transmission aggregometry performed on clopidogrel responder and non‐responder patients (Bagoly et al, 2013). 44 Conventional adenosine diphosphate (ADP) aggregation (without prostaglandin E1 [PGE1]) is shown in the left side and P2Y12 specific ADP aggregation with PGE1 is shown in right side. Top graphs shows the samples obtained from clopidogrel responder patients and below shows the samples obtained from clopidogrel resistant patient

A study conducted to compare the effectiveness of LTA, modified TEG, and PFA‐100 has recruited 28 patients on clopidogrel therapy. The correlation between the LTA and TEG results was considerably acceptable (κ = 0.81). PFA‐100 had shown variable results for only two individuals who have been detected as resistant to clopidogrel by LTA and hence no relation was shown with either TEG or LTA. However, PFA‐100 was not recommended to demonstrate considerable difference in clopidogrel responses, but may be useful to demonstrate aspirin responses. 64 As defined by the upper curve, Figure 4, 46 depicts the platelet aggregation as a result of activation of P2Y1 receptor (till Point A). After point A, the platelet aggregation becomes stabilized due to the activation of P2Y12 receptors and the end point is noted as point C. Hence, points A and C are more likely in the same level due to the absence of clopidogrel. When clopidogrel is administered, the stabilization of P2Y12 decreases, initiating the disaggregation of the platelets, indicated by end point D. Absolute change in the peak level of the curve (Line E—absolute inhibition at peak aggregations) and change in the levels of end points (Line F—absolute inhibition at late aggregations) define the degree of nonresponsiveness to clopidogrel. Line G provides a measure of disaggregation. Points A and B indicate the peak points of platelet aggregation before and after clopidogrel administration, respectively. Points C and D reflect the late aggregation before and after clopidogrel administration, respectively. 46 , 98

FIGURE 4.

FIGURE 4

ADP‐induced platelet aggregation curve obtained from light transmission aggregometry before and after clopidogrel therapy (as cited by Lordkipanidze et al, 2009). 99 ADP, adenosine diphosphate

Both TEG and ROTEM have the capability to analyze the physical properties of the clot including the clot stability and strength, fibrin formation, clot formation, and clot lysis, but not thrombolysis or fibrinolysis. Moreover, both platelet function and defects associated with coagulation cascade are also monitored. Controversial result was obtained from the studies, 100 , 101 , 102 that TEG has a very low ability in predicting the hemorrhage and guiding the transfusion of blood products, whereas. However, TEG platelet mapping can predict the excess hemorrhage in patients undergoing coronary artery bypass and under clopidogrel and aspirin therapy. 103 The patients who were under clopidogrel therapy for 5 days prior to bypass were shown 70% cut‐off value for platelet responsiveness for clopidogrel and had the capacity to determine the hemorrhage level at the surgery and transfusion guide. 104 , 105

Vasodilator‐stimulated phosphoprotein phosphorylation assay has a higher ability to determine thienopyridine‐induced inhibition of platelets when compared with turbidimetric platelet aggregation assays. Flow cytometric analysis was able to define the associated clinical situation in detail. However, epinephrine action on α2A receptors can initiate the dephosphorylation of VASP, and nitric oxide donors can induce the VSP phosphorylation through cGMP causing false results in the analysis of the clopidogrel action. 106 , 107 , 108 GRAVITAS trial (Gauging Responsiveness with a VerifyNow P2Y12 Assay: Impact on Thrombosis and Safety) has setup the cut‐off value for clopidogrel high on‐treatment platelet reactivity (HTPR) as ≥208 P2Y12 PRU, which has been found in more than half of the selected subjects and has shown a >5‐fold increased risk of cardiovascular death, myocardial infarction, and stent thrombosis at 60 days. 109

Significant correlations were found between multiplate analyzer, PFA‐100, and LTA after ADP‐induced platelet aggregation in samples with clopidogrel therapy. However, sensitivity (78%), specificity (95%), accuracy (92%), positive predictive value (80%), and negative predictive value (95%) of Multiplate assay are significantly higher (<0.0001) than LTA. 110 Multiplate assay keeps the cellular environment unchanged, hence the assay becomes more rapid. 111 Many studies have observed that PFA‐100 is more sensitive in determining the effect of clopidogrel rather than aspirin. 112 However, a study has shown that PFA‐100 cannot be used in the determination of residual antiplatelet activity of clopidogrel. The actual platelet resistance in clopidogrel‐related HTPR can be detected by PFA‐100 when compared to aspirin. 113

Light transmission aggregometry had shown 60% sensitivity and specificity in HTPR once compared with VASP assay. Although both the assays have a high negative predictive value (94%), they lack a proper standardization technique. 114 The cut‐off value for clopidogrel responsiveness when measured with Multiplate analyzer was found to be >416 AU/min under 84% and 70% sensitivity and specificity, respectively. 115

Although there are many platelet function assays, none of the tests have been optimized or fully standardized to study the overall effect of clopidogrel and patient responsiveness to the drug. Reason is that, PFTs have their own pros and cons (Table 1). 36 , 122

TABLE 1.

Advantages and disadvantages of PFTs used for monitoring of clopidogrel effect

PFT Advantages Disadvantages

VASP phosphorylation assay

Principle: Flow cytometry

  1. Provides detail explanation on platelet glycoprotein receptors

  2. Specific to assess the P2Y12 receptor inhibition

  3. Perform on whole blood

  4. Stable results can be obtained even after 24 h of sample collection at room temperature

  5. Low sample volume

  6. Can monitor peak plasma levels of active thiol metabolite of clopidogrel. So, real in vivo biological activity of clopidogrel can be measured/more physiological

  7. Possible to separate the “Normal” group from the patients with platelet inhibition effect

  8. Not affected by platelet count. Hence, suitable for thrombocytopenic patients

  1. More time‐consuming

  2. Need special expertise to perform

  3. Cannot perform at/near bedside

  4. Cannot produce rapid results

  5. Expensive as it needs a flow cytometer

  6. Special pretreatment to sample is required along with pipetting

  7. Difficult to perform routinely

  8. Cannot measure glycoprotein IIb/IIIa receptor

  9. Affected by artifacts

LTA

Principle: Turbidimetric‐based optical detection of platelet aggregation under low shear rate

  1. Can be used to validate other novel platelet function tests

  2. Possible to adjust the instrument to obtain many parameters

  3. Good predictivity of clinical situation

  4. Many studies are available to prove the efficacy of the assay, hence considered as gold standard

  5. Measure overall platelet function and platelet surface glycoprotein including acquired and inherited defects

  6. Monitoring clopidogrel drug effect

  1. Complex and time‐consuming

  2. Poor standardization of the technique

  3. Perform only platelet‐rich plasma. So, sample preparation steps are available; centrifugation and pipetting steps

  4. Need more sample quantity

  5. Cannot be performed at/near bedside

  6. Operator errors affect the results

  7. Measures AMC of clopidogrel only under high concentration of ADP (20 µmol/L)

  8. Significant correlation with peak levels of AMC cannot be found with low ADP concentration (5 µmol/L). So, less sensitive to define clopidogrel responsiveness

  9. Highly affected by pre‐analytical variables such as diet, hematocrit, operator errors, age, and gender

  10. Results are affected by platelet count and not suitable for thrombocytopenic patients

  11. P2Y1 receptors associated platelet aggregation will be induced under low‐dose ADP, unless they are blocked by PGE1

  12. Assay performed under low shear rate. Hence, nonphysiological

VerifyNow P2Y12 assay

Principle: Turbidimetric assay

  1. Fully automated point of care device

  2. Can be performed with whole blood

  3. Produce rapid results

  4. Simple technique. No expertise labor is required.

  5. No pipetting, centrifugation steps, and sample processing

  6. Small sample volume is required.

  7. Widely used for monitoring clopidogrel effect

  8. Results correlate considerably with LTA and other platelet function‐POCTs

  9. Many disadvantages associated with LTA are addressed and rectified in the assay

  10. Able to monitor clopidogrel efficacy and plasma levels of active thiol metabolite

  11. Commonly used for monitoring the dual therapy with aspirin and clopidogrel

  12. Assay is more physiological

  13. Can be used for routine analysis

  14. Most suitable device identified thus far to use as a POCT

  1. Assay cannot be adjusted to obtain different parameters or to predict the clinical condition more accurately

  2. Cannot assess the other physiological platelet activation pathways

  3. High cost for cartridges

  4. Does not provide percentage inhibition of receptor or activity

  5. Occasional failures in channels may occur

  6. Though results can be delivered within 5 min, it is recommended to incubate the sample for 10 min for optimum results

  7. Affected by hematocrit, platelet count, triglyceride, and fibrinogen levels

PFA‐100

Principle: Platelet aggregation is measured as the time required for closure of the aperture in the cartridge under high shear stress

  1. High sensitivity

  2. Simple technique

  3. Whole blood is used

  4. 3.8% sodium citrate anticoagulant will provide higher stability for CT results

  5. Fully‐automated, point of care device

  6. No sample pretreatment steps

  7. Cartridge (CADP) is sensitive to measure P2Y12 receptor

  8. Small volume of sample is needed

  9. Produce rapid results

  10. Standardized technique

  11. Able to screen defects associated with primary hemostasis

  12. More physiological than LTA

  13. High negative predictive value

  14. Insensitive to clotting factor deficiencies

  15. More sensitive PFA‐P2Y cartridge has been developed which is more specific than collagen/ADP cartridge

  16. Able to diagnose inherited and acquired platelet defects, bleeding, and thrombotic risk

  17. Used to monitor antiplatelet therapy, mainly the effect of clopidogrel drug

  1. Assay cannot be adjusted

  2. Requires sample pipetting only

  3. Results may highly vary depending on the hematocrit level (<50 × 109/L and 25%) and vWF levels

  4. Assay is affected by citrate concentration hematocrit, platelet count, certain drugs, certain food, and acquired platelet function defects

  5. Less studies have conducted to prove the effectiveness of the assay

  6. Collagen/ADP cartridge is relatively insensitive to thienopyridine effect. Hence, does not correlate with clopidogrel therapy

  7. PFA‐P2Y cartridge is only available for research purposes

  8. Not recommended to measure glycoprotein IIb/IIIa receptor

Multiplate analyzer

Principle: Impedance aggregometry

  1. Whole blood

  2. Simple technique

  3. Rapid results, within 10 min

  4. Standardized procedure

  5. Point of care device

  6. Less pretreatments to the sample

  7. More physiological

  8. Provides better correlation with LTA

  9. Sensitive to monitor the clopidogrel effect

  10. Able to monitor platelet surface glycoprotein receptors

  1. Semi‐automated

  2. Samples should be analyzed as soon as collection.

  3. Novel method. So, not much clinical studies to prove the effectiveness and evaluating the predictive value of the results obtained.

  4. Need more sample volume

  5. Expensive

  6. Depend on hematocrit and platelet count

TEG/ROTEM delta and ROTEM platelet

Principle: Measures viscoelasticity under low shear stress

  1. Small volume of whole blood

  2. Produce quick results within 5‐10 min. ROTEM platelet provides results within 6 min

  3. Point of care device

  4. Provide details regarding fibrinogen and clotting factors

  5. Able to differentiate platelet disorders and clotting abnormalities

  6. Measures the rate of clot formation and stability

  7. Used to assess hemostasis worldwide

  8. ROTEM platelet can monitor the effect of clopidogrel and other antiplatelet drugs

  1. Require labor expertise and expensive

  2. Does not monitor warfarin effect

  3. Artifacts in fibrin channel may affect percentage ADP estimates

  4. Need calculations with three imprecise variables (CV ~ 20%). Therefore, low precision. Co‐efficient of variance for TEG is 7.1%‐39.9% and ROTEM is 7%‐83.6% according to UK‐NEQAS data

  5. TEG and ROTEM delta are not ideal test to monitor the effect of clopidogrel and other drugs

  6. Requires pipetting

  7. Results may be affected by the operator errors 123

Plateletworks

Principle: Impedance aggregometry—Measures platelet count before and after addition of ADP

  1. POCT

  2. Small volume of citrated whole blood

  3. Monitoring the response of platelets to antiplatelet therapy

  4. Easy to perform

  5. No sample preparation

  6. No interaction of platelets with red cells and white cells

  7. Can monitor clopidogrel effect and dual therapy along with aspirin

  8. Glycoprotein IIb/IIIa receptors of platelets and predict outcomes

  1. Limited studies for assessing the effectiveness of the assay

  2. More time due to sample preparation

  3. Not standardized to define the antiplatelet resistance

  4. Should perform within 10 min

  5. Affected by pre‐analytical variables

  6. Does not have the ability to measure aggregation directly

  7. Require adjunctive platelet count

Pharmacogenetic assays
  1. Predict the therapeutic outcome of clopidogrel as well as other drugs such as omeprazole, diazepam, and anti‐seizure drugs

  2. Aid in genotype‐guided therapy where necessary

  3. Determine the possible drug reactions

  4. CYP2C19 polymorphism specifically determines clopidogrel efficacy

  5. Whole blood, buccal swabs, and saliva can be used based on the test used

  6. No patient preparation

  1. Expensive than PFTs

  2. More time required for most techniques except for rapid genetic tests

  3. Complex techniques which require skilled labor

  4. Lack of studies to prove the relative cost‐effectiveness and efficacy to determine clopidogrel effect completely

  5. Difficult to use routinely for every patient. Usually performed in high‐risk patients for poor response to standard dose of clopidogrel usually after PCI 94 or if there is excess bleeding even after medication

  6. Limited studies to prove the correlation between the results of different types of genetic tests available and with other PFTs

  7. CYP2C19‐guided therapy is not recommended to practice by ACA, AHA, and SCAI as clopidogrel nonresponsiveness may be associated with other genetic and nongenetic factors 85

Abbreviations: ACA, American College of Cardiology; ADP, adenosine diphosphate; AHA, American Heart Association; AMC, active thiol metabolite of clopidogrel; CV, coefficient of variation; LTA, light transmission aggregometry; PFA, platelet function assay; PGE1, prostaglandin E1; POCT; point of care test; ROTEM, rotational thromboelastometry; SCAI, society for cardiovascular angiography and interventions; TEG; thromboelastography; UK‐NEQAS, United Kingdom National External Quality Assessment Service; VASP, vasodilator‐stimulated phosphoprotein; vWF, von Willebrand factor.

By comparing the results obtained from the study, it was concluded that VASP phosphorylation assay, VerifyNow P2Y12 assay, and LTA with 20 µmol/L ADP are ideal PFTs to monitor clopidogrel responsiveness. 54 , 66 , 70 , 117 , 124 When compared with LTA, VASP‐P assay was more suitable 125 and out of LTA, Multiplate assay, Verify Now assay, and TEG, Multiplate assay was found to be ideal to monitor the clopidogrel. 126 Limitations of LTA has paved the way for the development of standardized PFTs such as PFA‐100, Multiplate, and VerifyNow P2Y12 assays. 36

5.1. Reference ranges

High on‐treatment platelet reactivity on clopidogrel was defined by ROC curve analysis for VASP phosphorylation assay (PRI > 50%), VerifyNow P2Y12 assay (>235‐240 PRU), LTA (>46% for 5 µmol/L ADP), and Multiplate analysis (>468 arbitrary AU/min). 67 , 127 , 128 Table 2 indicates the reference ranges to determine the clopidogrel responsiveness by different PFTs.

6. SUGGESTED IMPROVEMENTS FOR PLATELET FUNCTION TESTING

An anticoagulant, such as hirudin, should be used instead of the 3.2% trisodium citrate when possible. The anticoagulant used must not interfere with the normal physiology of the sample. 54 , 130 An advanced principle with a simple technique which can be used globally for different agonists without altering the physiological environment of the sample would be ideal. 67 Further, PFT should have the capacity to determine not only platelet aggregation, but also to measure the procoagulant activity of platelets. Most importantly, reference ranges need to be established to differentiate the normal from different clinical conditions and also identify low‐/high‐risk patients for clopidogrel and other antiplatelet drug nonresponsiveness. When the current clinical requirements are considered, the need for the PFT to be used as a screening test has increased, in order to obtain results and quick decisions. 131 It would be better to develop more standardized and quality‐controlled PFT, minimizing the effect from pre‐analytical errors to the final result of the assay in addition to being cost‐effective. Assays more specifically assess the metabolism of clopidogrel and its thiol metabolites will help to study the increasing patterns of patient nonresponsiveness to clopidogrel. Performing large randomized clinical trials in different populations will benefit to identify the clinical outcomes of monitoring the effect of clopidogrel on individuals. At present, POCT assays, which use non‐anticoagulated finger prick blood with disposable cartridges, are available (such as PlaC or PFT). 66 POCT‐PFTs should be developed to monitor the clopidogrel action on platelet inhibition via biomarkers, such as CD34+, which can be found in endothelial progenitor cells, chemokine CXCL12 (stromal cell‐derived factor‐1α, SDF‐1α), produced by platelet and stored in α granules. In future, there is a possibility for the development of sequencing assays to be used widely as screening tests to determine coagulation and hemorrhagic disorders. 132

7. CONCLUSION

In conclusion, at present no PFT has proved their optimum ideality for monitoring the platelet inhibition and efficacy by clopidogrel. Although new POCTs may be considered useful for the existing clinical setup, further prospective studies are required to determine the efficacy of them. For a PFT to become ideal, they should be able to use non‐anticoagulated whole blood to assess thrombus formation as wells as platelet aggregation/inhibition by clopidogrel. Further, assay should be able to perform on blood under high shear rate, to monitor in vivo thrombolysis and thrombus stability. Hence, the requirement for a new, ideal PFA as a point of care device which could overcome the limitations discussed has become an important need in the clinical setup globally. This would help in monitoring the effectiveness of clopidogrel on patients and helps to identify the responsiveness status and reasons for nonresponsiveness to the drug, thus aiding to develop proper treatment plans. Although determination of CYP2C19 polymorphism is related to clopidogrel, it is not recommended to use CYP2C19‐guided therapy. Upon comparing the PFTs, VerifyNow P2Y12 assay seems to be the most suitable POCT for monitoring clopidogrel therapy at present. ROTEM platelet appears to have a good potential, however, lacks comparative studies. Performing PFT along with HPLC for clopidogrel levels in blood would provide a better understanding regarding clopidogrel therapy.

DISCLOSURES

None declared.

AUTHORS’ CONTRIBUTIONS

All the authors have made substantial contributions to conception and design, or acquisition of data, or analysis and interpretation of data. Involved in drafting the manuscript and revising it critically for important intellectual content. All authors gave the final approval of the version to be published. Each author have participated sufficiently in the work to take public responsibility for appropriate portions of the content, and agreed to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.

Alvitigala BY, Gooneratne LV, Constantine GR, Wijesinghe RANK, Arawwawala LDAM. Pharmacokinetic, pharmacodynamic, and pharmacogenetic assays to monitor clopidogrel therapy. Pharmacol Res Perspect. 2020;8:e00686 10.1002/prp2.686

Bhawani Yasassri Alvitigala takes responsibility for all aspects of the reliability and freedom from bias of the data presented and their discussed interpretation.

DATA AVAILABILITY STATEMENT

Data sharing is not applicable to this article as no new data were created or analyzed in this study.

REFERENCES

  • 1. Michelson AD, Bhatt DL. How I use laboratory monitoring of antiplatelet therapy. Blood. 2017;130(6):713‐721. 10.1182/blood-2017-03-742338 [DOI] [PubMed] [Google Scholar]
  • 2. Ohno Y, Okada S, Kitahara H, et al. Repetitive stent thrombosis in a patient who had resistance to both clopidogrel and prasugrel. J Cardiol Cases. 2016;13(5):139‐142. 10.1016/j.jccase.2016.01.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3. Uchiyama S. Clopidogrel resistance: identifying and overcoming a barrier to effective antiplatelet treatment: clopidogrel resistance. Cardiovasc Ther. 2011;29(6):e100‐e111. 10.1111/j.1755-5922.2010.00202.x [DOI] [PubMed] [Google Scholar]
  • 4. Nishi T, Ariyoshi N, Nakayama T, et al. Increased platelet inhibition after switching from maintenance clopidogrel to prasugrel in Japanese patients with stable coronary artery disease. Circ J. 2015;79(11):2439‐2444. 10.1253/circj.CJ-15-0546 [DOI] [PubMed] [Google Scholar]
  • 5. Kimura T, Isshiki T, Ogawa H, Yokoi H, Yamaguchi T, Ikeda Y. Randomized, double‐blind, dose‐finding, phase ii study of prasugrel in japanese patients undergoing elective percutaneous coronary intervention. J Atheroscler Thromb. 2015;22(6):557‐569. 10.5551/jat.26013 [DOI] [PubMed] [Google Scholar]
  • 6. Sangkuhl K, Klein TE, Altman RB. Clopidogrel pathway. Pharmacogenet Genomics. 2010:1 10.1097/FPC.0b013e3283385420 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7. Zhu Y, Romero EL, Ren X, et al. Clopidogrel as a donor probe and thioenol derivatives as flexible promoieties for enabling H2S biomedicine. Nat Commun. 2018;9(1):3952 10.1038/s41467-018-06373-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8. Karaźniewicz‐Lada M, Danielak D, Burchardt P, Glówka F. The influence of diabetic status on the pharmacokinetics of clopidogrel and its metabolites in patients suffered from cardiovascular diseases. J Med Sci. 2014;83(3):215‐221. [Google Scholar]
  • 9. Karaźniewicz‐Łada M, Danielak D, Rubiś B, Burchardt P, Oszkinis G, Główka F. The influence of genetic polymorphism of Cyp2c19 isoenzyme on the pharmacokinetics of clopidogrel and its metabolites in patients with cardiovascular diseases. J Clin Pharmacol. 2014;54(8):874‐880. 10.1002/jcph.323 [DOI] [PubMed] [Google Scholar]
  • 10. Karaźniewicz‐Łada M, Rzeźniczak J, Główka F, et al. Influence of statin treatment on pharmacokinetics and pharmacodynamics of clopidogrel and its metabolites in patients after coronary angiography/angioplasty. Biomed Pharmacother. 2019;116:108991 10.1016/j.biopha.2019.108991 [DOI] [PubMed] [Google Scholar]
  • 11. Heestermans T, de Boer M‐J, van Werkum JW, et al. Higher efficacy of pre‐hospital tirofiban with longer pre‐treatment time to primary PCI: protection for the negative impact of time delay. EuroIntervention. 2011;7(4):442‐448. 10.4244/EIJV7I4A73 [DOI] [PubMed] [Google Scholar]
  • 12. Mijajlovic MD, Shulga O, Bloch S, Covickovic‐Sternic N, Aleksic V, Bornstein NM. Clinical consequences of aspirin and clopidogrel resistance: an overview. Acta Neurol Scand. 2013;128(4):213‐219. 10.1111/ane.12111 [DOI] [PubMed] [Google Scholar]
  • 13. Nguyen TA, Diodati JG, Pharand C. Resistance to clopidogrel: a review of the evidence. J Am Coll Cardiol. 2005;45(8):1157‐1164. 10.1016/j.jacc.2005.01.034 [DOI] [PubMed] [Google Scholar]
  • 14. Qureshi Z, Hobson AR. Clopidogrel “resistance”: where are we now?: Clopidogrel ‘resistance’. Cardiovasc Ther. 2013;31(1):3‐11. 10.1111/j.1755-5922.2011.00296.x [DOI] [PubMed] [Google Scholar]
  • 15. Ray S. Clopidogrel resistance: The way forward. Indian Heart J. 2014;66(5):530‐534. 10.1016/j.ihj.2014.08.012 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16. Neki N. Clopidogrel resistance: current issues. J Enam Med Coll. 2016;6(1):38‐46. 10.3329/jemc.v6i1.26381 [DOI] [Google Scholar]
  • 17. Norgard NB, DiNicolantonio JJ. Clopidogrel, prasugrel, or ticagrelor? a practical guide to use of antiplatelet agents in patients with acute coronary syndromes. Postgrad Med. 2013;125(4):91‐102. 10.3810/pgm.2013.07.2682 [DOI] [PubMed] [Google Scholar]
  • 18. Gasparyan AY. Aspirin and clopidogrel resistance: methodological challenges and opportunities. Vasc Health Risk Manag. 2010:109 10.2147/VHRM.S9087 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 19. Holmes DR, Dehmer GJ, Kaul S, et al. ACCF/AHA clopidogrel clinical alert: approaches to the FDA “boxed warning”: a report of the American College of Cardiology Foundation task force on clinical expert consensus documents and the American Heart Association. Circulation. 2010;122(5):537‐557. 10.1161/CIR.0b013e3181ee08ed [DOI] [PubMed] [Google Scholar]
  • 20. Simon T, Verstuyft C, Mary‐Krause M, et al. Genetic determinants of response to clopidogrel and cardiovascular events. N Engl J Med. 2009;360(4):363‐375. 10.1056/NEJMoa0808227 [DOI] [PubMed] [Google Scholar]
  • 21. Jaremo P, Lindahl TL, Fransson SG, Richter A. Individual variations of platelet inhibition after loading doses of clopidogrel. J Intern Med. 2002;252(3):233‐238. 10.1046/j.1365-2796.2002.01027.x [DOI] [PubMed] [Google Scholar]
  • 22. Gurbel PA, Bliden KP, Hiatt BL, O’Connor CM. Clopidogrel for coronary stenting: response variability, drug resistance, and the effect of pretreatment platelet reactivity. Circulation. 2003;107(23):2908‐2913. 10.1161/01.CIR.0000072771.11429.83 [DOI] [PubMed] [Google Scholar]
  • 23. Angiolillo D. High clopidogrel loading dose during coronary stenting: effects on drug response and interindividual variability. Eur Heart J. 2004;25(21):1903‐1910. 10.1016/j.ehj.2004.07.036 [DOI] [PubMed] [Google Scholar]
  • 24. Ivandic BT, Schlick P, Staritz P, Kurz K, Katus HA, Giannitsis E. Determination of clopidogrel resistance by whole blood platelet aggregometry and inhibitors of the P2Y12 receptor. Clin Chem. 2006;52(3):383‐388. 10.1373/clinchem.2005.059535 [DOI] [PubMed] [Google Scholar]
  • 25. Saraf S, Bensalha I, Gorog DA. Antiplatelet resistance—does it exist and how to measure it? Clin Med Cardiol. 2009;3:CMC.S2159 10.4137/CMC.S2159 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26. Michos ED, Ardehali R, Blumenthal RS, Lange RA, Ardehali H. Aspirin and clopidogrel resistance. Mayo Clin Proc. 2006;81(4):518‐526. 10.4065/81.4.518 [DOI] [PubMed] [Google Scholar]
  • 27. Maree AO, Fitzgerald DJ. Variable platelet response to aspirin and clopidogrel in atherothrombotic disease. Circulation. 2007;115(16):2196‐2207. 10.1161/CIRCULATIONAHA.106.675991 [DOI] [PubMed] [Google Scholar]
  • 28. Lui M, Gardiner EE, Arthur JF, et al. Novel stenotic microchannels to study thrombus formation in shear gradients: influence of shear forces and human platelet‐related factors. Int J Mol Sci. 2019;20(12):2967 10.3390/ijms20122967 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29. Casa LDC, Ku DN. Thrombus formation at high shear rates. Annu Rev Biomed Eng. 2017;19(1):415‐433. 10.1146/annurev-bioeng-071516-044539 [DOI] [PubMed] [Google Scholar]
  • 30. Wang M, Hao H, Leeper NJ, Zhu L. Thrombotic regulation from the endothelial cell perspectives. Arterioscler Thromb Vasc Biol. 2018;38(6). 10.1161/ATVBAHA.118.310367 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31. Gurbel PA, Tantry US. Clopidogrel resistance? Thromb Res. 2007;120(3):311‐321. 10.1016/j.thromres.2006.08.012 [DOI] [PubMed] [Google Scholar]
  • 32. Prisco D, Marcucci R. Antiplatelet drug’s resistance. Open Atheroscler Thromb J. 2009;2(2):24‐28. 10.2174/1876506800902020024 [DOI] [Google Scholar]
  • 33. Cattaneo M. P2Y12 receptors: structure and function. J Thromb Haemost. 2015;13(S1):S10‐S16. 10.1111/jth.12952 [DOI] [PubMed] [Google Scholar]
  • 34. Tanaka KA, Bader SO, Sturgil EL. Diagnosis of perioperative coagulopathy—plasma versus whole blood testing. J Cardiothorac Vasc Anesth. 2013;27(4):S9‐S15. 10.1053/j.jvca.2013.05.012 [DOI] [PubMed] [Google Scholar]
  • 35. Rita Paniccia RP, Maggini RA. Assessment of platelet function: Laboratory and point‐of‐care methods. World J Transl Med. 2014;3(2):69‐83. 10.5528/wjtm.v3.i2.69 [DOI] [Google Scholar]
  • 36. Choi J‐L, Li S, Han J‐Y. Platelet function tests: a review of progresses in clinical application. BioMed Res Int. 2014;2014:1‐7. 10.1155/2014/456569 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37. Hechler B, Dupuis A, Mangin PH, Gachet C. Platelet preparation for function testing in the laboratory and clinic: Historical and practical aspects. Res Pract Thromb Haemost. 2019;3(4):615‐625. 10.1002/rth2.12240 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38. Baumgartner HR, Turitto V, Weiss HJ. Effect of shear rate on platelet interaction with subendothelium in citrated and native blood. II. Relationships among platelet adhesion, thrombus dimensions, and fibrin formation. J Lab Clin Med. 1980;95(2):208‐221. [PubMed] [Google Scholar]
  • 39. Gilman EA, Koch CD, Santrach PJ, Schears GJ, Karon BS. Fresh and citrated whole‐blood specimens can produce different thromboelastography results in patients on extracorporeal membrane oxygenation. Am J Clin Pathol. 2013;140(2):165‐169. 10.1309/AJCPYIQ9JNNSEN4Q [DOI] [PubMed] [Google Scholar]
  • 40. Silverberg E, Tornqvist F, Kander T, et al. Comparison of citrated and fresh whole blood for viscoelastic coagulation testing during elective neurosurgery. Thromb Res. 2017;156:73‐79. 10.1016/j.thromres.2017.05.033 [DOI] [PubMed] [Google Scholar]
  • 41. Grau AJ, Reiners S, Lichy C, Buggle F, Ruf A. Platelet function under aspirin, clopidogrel, and both after ischemic stroke: a case‐crossover study. Stroke. 2003;34(4):849‐854. 10.1161/01.STR.0000064326.65899.AC [DOI] [PubMed] [Google Scholar]
  • 42. Tóth O, Calatzis A, Penz S, Losonczy H, Siess W. Multiple electrode aggregometry: A new device to measure platelet aggregation in whole blood. Thromb Haemost. 2006;96(12):781‐788. 10.1160/TH06-05-0242 [DOI] [PubMed] [Google Scholar]
  • 43. Mani H, Hellis M, Lindhoff‐Last E. Platelet function testing in hirudin and BAPA anticoagulated blood. Clin Chem Lab Med. 2010;49(3):501‐507. 10.1515/cclm.2011.074 [DOI] [PubMed] [Google Scholar]
  • 44. Bagoly Z, Sarkady F, Magyar T, et al. Comparison of a New P2Y12 Receptor Specific Platelet Aggregation Test with Other Laboratory Methods in Stroke Patients on Clopidogrel Monotherapy. PLoS One. 2013;8(7):e69417 10.1371/journal.pone.0069417 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45. Wijeyeratne YD, Heptinstall S. Anti‐platelet therapy: ADP receptor antagonists: Anti‐platelet therapy: ADP receptor antagonists. Br J Clin Pharmacol. 2011;72(4):647‐657. 10.1111/j.1365-2125.2011.03999.x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 46. Labarthe B, Théroux P, Angioï M, Ghitescu M. Matching the evaluation of the clinical efficacy of clopidogrel to platelet function tests relevant to the biological properties of the drug. J Am Coll Cardiol. 2005;46(4):638‐645. 10.1016/j.jacc.2005.02.092 [DOI] [PubMed] [Google Scholar]
  • 47. Linnemann B, Schwonberg J, Mani H, Prochnow S, Lindhoff‐Last E. Standardization of light transmittance aggregometry for monitoring antiplatelet therapy: an adjustment for platelet count is not necessary. J Thromb Haemost. 2008;6(4):677‐683. 10.1111/j.1538-7836.2008.02891.x [DOI] [PubMed] [Google Scholar]
  • 48. Müller‐Schunk S, Linn J, Peters N, et al. Monitoring of clopidogrel‐related platelet inhibition: correlation of nonresponse with clinical outcome in supra‐aortic stenting. Am J Neuroradiol. 2008;29(4):786‐791. 10.3174/ajnr.A0917 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49. Smock KJ, Saunders PJ, Rodgers GM, Johari V. Laboratory evaluation of clopidogrel responsiveness by platelet function and genetic methods. Am J Hematol. 2011;86(12):1032‐1034. 10.1002/ajh.22112 [DOI] [PubMed] [Google Scholar]
  • 50. Mallouk N, Varvat J, Berger A, et al. Assessment of a flow cytometry technique for studying signaling pathways in platelets: Monitoring of VASP phosphorylation in clinical samples. Pract Lab Med. 2018;11:10‐18. 10.1016/j.plabm.2018.02.002 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51. Godino C, Mendolicchio L, Figini F, et al. Comparison of VerifyNow‐P2Y12 test and Flow Cytometry for monitoring individual platelet response to clopidogrel. What is the cut‐off value for identifying patients who are low responders to clopidogrel therapy? Thromb J. 2009;7(1):4 10.1186/1477-9560-7-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52. Aleil B, Ravanat C, Cazenave JP, Rochoux G, Heitz A, Gachet C. Flow cytometric analysis of intraplatelet VASP phosphorylation for the detection of clopidogrel resistance in patients with ischemic cardiovascular diseases. J Thromb Haemost. 2005;3(1):85‐92. 10.1111/j.1538-7836.2004.01063.x [DOI] [PubMed] [Google Scholar]
  • 53. Ondondo O, Platelet B. Function testing for cardiac surgery patients on antiplatelet therapy: the extreme variability of point‐of‐care tests. Biomed Pharmacol J. 2018;11(2):593‐607. 10.13005/bpj/1412 [DOI] [Google Scholar]
  • 54. Gorog DA, Becker RC. Point‐of‐care platelet function tests: relevance to arterial thrombosis and opportunities for improvement. J Thromb Thrombolysis. 2020. 10.1007/s11239-020-02170-z [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55. Lier H, Vorweg M, Hanke A, Görlinger K. Thromboelastometry guided therapy of severe bleeding: Essener Runde algorithm. Hämostaseologie. 2013;33(1):51‐61. 10.5482/HAMO-12-05-0011 [DOI] [PubMed] [Google Scholar]
  • 56. Görlinger K, Dirkmann D, Hanke AA. Rotational thromboelastometry (ROTEM®) In: Gonzalez E, Moore HB, Moore EE, eds. Trauma Induced Coagulopathy. Springer International Publishing; 2016:267‐298. 10.1007/978-3-319-28308-1_18 [DOI] [Google Scholar]
  • 57. Samoš M, Stančiaková L, Duraj L, et al. Monitoring the hemostasis with rotation thromboelastometry in patients with acute STEMI on dual antiplatelet therapy: First experiences. Medicine. 2017;96(6):e6045 10.1097/MD.0000000000006045 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58. Tanaka KA, Bolliger D, Vadlamudi R, Nimmo A. Rotational thromboelastometry (ROTEM)‐based coagulation management in cardiac surgery and major trauma. J Cardiothorac Vasc Anesth. 2012;26(6):1083‐1093. 10.1053/j.jvca.2012.06.015 [DOI] [PubMed] [Google Scholar]
  • 59. Theusinger OM, Nürnberg J, Asmis LM, Seifert B, Spahn DR. Rotation thromboelastometry (ROTEM®) stability and reproducibility over time☆. Eur J Cardiothorac Surg. 2010;37(3):677‐683. 10.1016/j.ejcts.2009.07.038 [DOI] [PubMed] [Google Scholar]
  • 60. Bhardwaj V, Kapoor PM. Platelet aggregometry interpretation using rotem—part‐II. Ann Card Anaesth. 2016;19(4):584‐586. 10.4103/0971-9784.191559 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61. Shaydakov ME, Sigmon DF, Blebea J. Thromboelastography (TEG). Treasure Island, FL: StatPearls Publishing; 2020. https://www.ncbi.nlm.nih.gov/books/NBK537061/ [PubMed] [Google Scholar]
  • 62. Munther K, Homoud MD. Coronary Artery Disease Tufts. Boston, MA: New England Medical Center; 2008. [Google Scholar]
  • 63. Jeong Y‐H, Bliden KP, Antonino MJ, Park K‐S, Tantry US, Gurbel PA. Usefulness of the VerifyNow P2Y12 assay to evaluate the antiplatelet effects of ticagrelor and clopidogrel therapies. Am Heart J. 2012;164(1):35‐42. 10.1016/j.ahj.2012.03.022 [DOI] [PubMed] [Google Scholar]
  • 64. Agarwal S, Coakely M, Reddy K, Riddell A, Mallett S. Quantifying the effect of antiplatelet therapy: a comparison of the platelet function analyzer (PFA‐100®) and modified thromboelastography (mTEG®) with light transmission platelet aggregometry. Anesthesiology. 2006;105(4):676‐683. 10.1097/00000542-200610000-00011 [DOI] [PubMed] [Google Scholar]
  • 65. Benzon HT, McCarthy RJ, Benzon HA, et al. Determination of residual antiplatelet activity of clopidogrel before neuraxial injections. Br J Anaesth. 2011;107(6):966‐971. 10.1093/bja/aer298 [DOI] [PubMed] [Google Scholar]
  • 66. Harrison P, Lordkipanidzé M. Testing platelet function. Hematol Oncol Clin North Am. 2013;27(3):411‐441. 10.1016/j.hoc.2013.03.003 [DOI] [PubMed] [Google Scholar]
  • 67. Gorog DA, Fuster V. Platelet function tests in clinical cardiology. J Am Coll Cardiol. 2013;61(21):2115‐2129. 10.1016/j.jacc.2012.11.080 [DOI] [PubMed] [Google Scholar]
  • 68. Platelet function testing: PFA‐100. https://practical‐haemostasis.com/Platelets/pfa.html. Accessed August 16, 2020
  • 69. Kong R, Trimmings A, Hutchinson N, et al. Consensus recommendations for using the Multiplate® for platelet function monitoring before cardiac surgery. Int J Lab Hematol. 2015;37(2):143‐147. 10.1111/ijlh.12279 [DOI] [PubMed] [Google Scholar]
  • 70. Paniccia R, Antonucci E, Maggini N, et al. Assessment of platelet function on whole blood by multiple electrode aggregometry in high‐risk patients with coronary artery disease receiving antiplatelet therapy. Am J Clin Pathol. 2009;131(6):834‐842. 10.1309/AJCPTE3K1SGAPOIZ [DOI] [PubMed] [Google Scholar]
  • 71. van Werkum JW, Hackeng CM, de Korte FI, Verheugt FWA, ten Berg JM. Point‐of‐care platelet function testing in patients undergoing PCI: between a rock and a hard place. Neth Heart J. 2007;15(9):299‐305. 10.1007/BF03086004 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72. Plateletworks POC platelet function test: SPEP test: Helena.com . https://www.helena.com/plateletworks.html. Accessed August 16, 2020
  • 73. Campbell J, Ridgway H, Carville D. Plateletworks® . Mol Diagn Ther. 2008;12(4):253‐258. 10.1007/BF03256290 [DOI] [PubMed] [Google Scholar]
  • 74. Breet NJ, van Werkum JW, Bouman HJ, et al. Comparison of platelet function tests in predicting clinical outcome in patients undergoing coronary stent implantation. JAMA. 2010;303(8):754‐762. 10.1001/jama.2010.181 [DOI] [PubMed] [Google Scholar]
  • 75. Dalén M, van der Linden J, Lindvall G, Ivert T. Correlation between point‐of‐care platelet function testing and bleeding after coronary artery surgery. Scand Cardiovasc J. 2012;46(1):32‐38. 10.3109/14017431.2011.629677 [DOI] [PubMed] [Google Scholar]
  • 76. Koltai K, Kesmarky G, Feher G, Tibold A, Toth K. Platelet aggregometry testing: molecular mechanisms, techniques and clinical implications. Int J Mol Sci. 2017;18(8):1803 10.3390/ijms18081803 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77. Malviya R, Bansal V, Pal OP, Sharma PK. High performance liquid chromatography: a short review. J Glob Pharma Technol. 2010;2(5):22‐26. [Google Scholar]
  • 78. Karaźniewicz‐Łada M, Danielak D, Burchardt P, et al. Clinical pharmacokinetics of clopidogrel and its metabolites in patients with cardiovascular diseases. Clin Pharmacokinet. 2014;53(2):155‐164. 10.1007/s40262-013-0105-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 79. ElTantawy ME, Bebawy LI, Shokry RF. Chromatographic determination of clopidogrel bisulfate; detection and quantification of counterfeit Plavix® tablets. Bull Fac Pharm Cairo Univ. 2014;52(1):91‐101. 10.1016/j.bfopcu.2014.04.003 [DOI] [Google Scholar]
  • 80. Anuta V, Sarbu I, Mircioiu I, Velescu BS. Development of a new HPLC method for simultaneous determination of clopidogrel and its major metabolite using a chemometric approach. Curr Health Sci J. 2015;41(1):11. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81. Tuffal G, Roy S, Lavisse M, et al. An improved method for specific and quantitative determination of the clopidogrel active metabolite isomers in human plasma. Thromb Haemost. 2011;105(4):696‐705. [DOI] [PubMed] [Google Scholar]
  • 82. Vocilkova L, Opatrilova R, Sramek V. Determination of clopidogrel by chromatography. Curr Pharm Anal. 2009;5(4):424‐431. 10.2174/157341209789649131 [DOI] [Google Scholar]
  • 83. Croitoru O, Spiridon A‐M, Belu I, Turcu‐Ştiolică A, Neamţu J. Development and validation of an hplc method for simultaneous quantification of clopidogrel bisulfate, its carboxylic acid metabolite, and atorvastatin in human plasma: application to a pharmacokinetic study. J Anal Methods Chem. 2015;2015:1‐12. 10.1155/2015/892470 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 84. Kazui M, Nishiya Y, Ishizuka T, et al. Identification of the human cytochrome P450 enzymes involved in the two oxidative steps in the bioactivation of clopidogrel to its pharmacologically active metabolite. Drug Metab Dispos. 2010;38(1):92‐99. 10.1124/dmd.109.029132 [DOI] [PubMed] [Google Scholar]
  • 85. Pereira NL, Geske JB, Mayr M, Shah SH, Rihal CS. Pharmacogenetics of Clopidogrel. Dallas, TX: American Heart Association, Inc.; 2016. [DOI] [PubMed] [Google Scholar]
  • 86. Amin AM, Sheau Chin L, Azri Mohamed Noor D, Abdul Kader MASK, Kah Hay Y, Ibrahim B. The personalization of clopidogrel antiplatelet therapy: the role of integrative pharmacogenetics and pharmacometabolomics. Cardiol Res Pract. 2017;2017:1‐17. 10.1155/2017/8062796 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 87. Shahin MHA, Johnson JA. Clopidogrel and warfarin pharmacogenetic tests: what is the evidence for use in clinical practice? Curr Opin Cardiol. 2013;28(3):305‐314. 10.1097/HCO.0b013e32835f0bbc [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 88. Park JJ, Park KW, Kang J, et al. Genetic determinants of clopidogrel responsiveness in Koreans treated with drug‐eluting stents. Int J Cardiol. 2013;163(1):79‐86. 10.1016/j.ijcard.2012.09.075 [DOI] [PubMed] [Google Scholar]
  • 89. Sim S, Risinger C, Dahl M, et al. A common novel CYP2C19 gene variant causes ultrarapid drug metabolism relevant for the drug response to proton pump inhibitors and antidepressants. Clin Pharmacol Ther. 2006;79(1):103‐113. 10.1016/j.clpt.2005.10.002 [DOI] [PubMed] [Google Scholar]
  • 90. Su J, Xu J, Li X, et al. ABCB1 C3435T polymorphism and response to clopidogrel treatment in coronary artery disease (CAD) patients: a meta‐analysis. PLoS One. 2012;7:e46366 10.1371/journal.pone.0046366 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 91. Lewis JP, Horenstein RB, Ryan K, et al. The functional G143E variant of carboxylesterase 1 is associated with increased clopidogrel active metabolite levels and greater clopidogrel response. Pharmacogenet Genomics. 2013;23(1):1‐8. 10.1097/FPC.0b013e32835aa8a2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 92. Bouman HJ, Schömig E, van Werkum JW, et al. Paraoxonase‐1 is a major determinant of clopidogrel efficacy. Nat Med. 2011;17(1):110‐116. 10.1038/nm.2281 [DOI] [PubMed] [Google Scholar]
  • 93. Staritz P, Kurz K, Stoll M, Giannitsis E, Katus HA, Ivandic BT. Platelet reactivity and clopidogrel resistance are associated with the H2 haplotype of the P2Y12‐ADP receptor gene. Int J Cardiol. 2009;133(3):341‐345. 10.1016/j.ijcard.2007.12.118 [DOI] [PubMed] [Google Scholar]
  • 94. Ma TKW, Lam Y‐Y, Tan VP, Yan BP. Variability in response to clopidogrel: how important are pharmacogenetics and drug interactions?: Clopidogrel response variability. Br J Clin Pharmacol. 2011;72(4):697‐706. 10.1111/j.1365-2125.2011.03949.x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 95. Gladding P, White H, Voss J, et al. Pharmacogenetic testing for clopidogrel using the rapid INFINITI analyzer. JACC Cardiovasc Interv. 2009;2(11):1095‐1101. 10.1016/j.jcin.2009.08.018 [DOI] [PubMed] [Google Scholar]
  • 96. Saracini C, Vestrini A, Galora S, Armillis A, Abbate R, Giusti B. Pharmacogenetics of clopidogrel: comparison between a standard and a rapid genetic testing. Genet Test Mol Biomark. 2012;16(6):500‐503. 10.1089/gtmb.2011.0259 [DOI] [PubMed] [Google Scholar]
  • 97. Lenk E, Spannagl M. Platelet Function Testing‐Guided Antiplatelet Therapy (Vol 24, 3edn); 2014: 90 . https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4975182/. [PMC free article] [PubMed] [Google Scholar]
  • 98. Lordkipanidzé M, Pharand C, Palisaitis DA, Schampaert E, Diodati JG. Insights into the interpretation of light transmission aggregometry for evaluation of platelet aggregation inhibition by clopidogrel. Thromb Res. 2009;124(5):546‐553. 10.1016/j.thromres.2009.04.003 [DOI] [PubMed] [Google Scholar]
  • 99. Lordkipanidze M, Pharand C, Nguyen TA, Schampaert E, Palisaitis DA, Diodati JG. Comparison of four tests to assess inhibition of platelet function by clopidogrel in stable coronary artery disease patients. Eur Heart J. 2008;29(23):2877‐2885. 10.1093/eurheartj/ehn419 [DOI] [PubMed] [Google Scholar]
  • 100. Dorman BH, Spinale FG, Bailey MK, aatz JM, Roy RC. Identification of patients at risk for excessive blood loss during coronary artery bypass surgery: thromboelastograph versus coagulation screen. Anesth Analg. 1993;76(4):694‐700. [DOI] [PubMed] [Google Scholar]
  • 101. Dietrich GV, Schueck R, Menges T, Kiesenbauer NP, Fruehauf A‐C, Marquardt I. Comparison of four methods for the determination of platelet function in whole blood in cardiac surgery. Thromb Res. 1998;89(6):295‐301. [DOI] [PubMed] [Google Scholar]
  • 102. Ti LK, Cheong K‐F, Chen F‐G. Prediction of excessive bleeding after coronary artery bypass graft surgery: the influence of timing and heparinase on thromboelastography. J Cardiothorac Vasc Anesth. 2002;16(5):545‐550. [DOI] [PubMed] [Google Scholar]
  • 103. Preisman S, Kogan A, Itzkovsky K, Leikin G, Raanani E. Modified thromboelastography evaluation of platelet dysfunction in patients undergoing coronary artery surgery. Eur J Cardiothorac Surg. 2010;37(6):1367‐1374. [DOI] [PubMed] [Google Scholar]
  • 104. Kwak Y‐L, Kim J‐C, Choi Y‐S, Yoo K‐J, Song Y, Shim J‐K. Clopidogrel responsiveness regardless of the discontinuation date predicts increased blood loss and transfusion requirement after off‐pump coronary artery bypass graft surgery. J Am Coll Cardiol. 2010;56(24):1994‐2002. [DOI] [PubMed] [Google Scholar]
  • 105. Corredor C, Wasowicz M, Karkouti K, Sharma V. The role of point‐of‐care platelet function testing in predicting postoperative bleeding following cardiac surgery: a systematic review and meta‐analysis. Anaesthesia. 2015;70(6):715‐731. [DOI] [PubMed] [Google Scholar]
  • 106. Ito Y, Ohno K, Morikawa Y, Tomizawa A, Mizuno M, Sugidachi A. Vasodilator‐stimulated phosphoprotein (VASP) is not a major mediator of platelet aggregation, thrombogenesis, haemostasis, and antiplatelet effect of prasugrel in rats. Sci Rep. 2018;8(1):1‐11. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 107. Fedor M, Simonova R, Fedorova J, et al. Role of VASP phosphorylation assay in monitoring the antiplatelet therapy. Acta Med Martin. 2013;13(1):21‐26. 10.2478/acm-2013-0008 [DOI] [Google Scholar]
  • 108. Ibrahim O, Oteh M, Syukur A, Hh CH, W SF, Rahman MM. Evaluation of aspirin and clopidogrel resistance in patients with acute coronary syndrome by using adenosine diposphate test and aspirin test. Pak J Med Sci. 2012;29(1). 10.12669/pjms.291.2820 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 109. Rade JJ. Platelet function testing in patients with coronary artery disease: is the who and the when any clearer than the what and the what then? Circulation. 2012;125(25):3073‐3075. 10.1161/CIRCULATIONAHA.112.112094 [DOI] [PubMed] [Google Scholar]
  • 110. Mueller T, Dieplinger B, Poelz W, Haltmayer M. Utility of the PFA‐100 instrument and the novel multiplate analyzer for the assessment of aspirin and clopidogrel effects on platelet function in patients with cardiovascular disease. Clin Appl Thromb. 2009;15(6):652‐659. 10.1177/1076029608322547 [DOI] [PubMed] [Google Scholar]
  • 111. Janse van Rensburg WJ, van der Merwe P. Comparison of commercially available blood collection tubes containing sodium citrate and hirudin in platelet aggregation testing. Med Sci Monit Basic Res. 2017;23:264‐269. 10.12659/MSMBR.905246 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 112. Linnemann B, Schwonberg J, Rechner AR, Mani H, Lindhoff‐Last E. Assessment of clopidogrel non‐response by the PFA‐100® system using the new test cartridge INNOVANCE® PFA P2Y. Ann Hematol. 2010;89(6):597‐605. 10.1007/s00277-009-0881-9 [DOI] [PubMed] [Google Scholar]
  • 113. Kweon OJ, Lim YK, Kim B, Lee M‐K, Kim HR. Effectiveness of platelet function analyzer‐100 for laboratory detection of anti‐platelet drug‐induced platelet dysfunction. Ann Lab Med. 2019;39(1):23 10.3343/alm.2019.39.1.23 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 114. Plášek J, Homza M, Gumulec J, Ryzí M, Stančík R, Šipula D. Resistance to antiplatelet treatment: the clinical relevance of platelet function assays. Cor Vasa. 2012;54(9–10):e305‐e313. 10.1016/j.crvasa.2012.08.003 [DOI] [Google Scholar]
  • 115. Sibbing D, Braun S, Jawansky S, et al. Assessment of ADP‐induced platelet aggregation with light transmission aggregometry and multiple electrode platelet aggregometry before and after clopidogrel treatment. Thromb Haemost. 2008;99(01):121‐126. 10.1160/TH07-07-0478 [DOI] [PubMed] [Google Scholar]
  • 116. Jiang X‐L, Samant S, Lesko LJ, Schmidt S. Clinical pharmacokinetics and pharmacodynamics of clopidogrel. Clin Pharmacokinet. 2015;54(2):147‐166. 10.1007/s40262-014-0230-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 117. Bouman HJ, Parlak E, Van werkum JW, et al. Which platelet function test is suitable to monitor clopidogrel responsiveness? A pharmacokinetic analysis on the active metabolite of clopidogrel. J Thromb Haemost. 2010;8(3):482‐488. [DOI] [PubMed] [Google Scholar]
  • 118. Collet J‐P. Current concepts in the clinical utility of platelet reactivity testing. Interv Cardiol Rev. 2013;8(2):100‐106. 10.15420/icr.2013.8.2.100 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 119. Hussein HM, Emiru T, Georgiadis AL, Qureshi AI. Assessment of platelet inhibition by point‐of‐care testing in neuroendovascular procedures. Am J Neuroradiol. 2013;34(4):700‐706. 10.3174/ajnr.A2963 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 120. Lordkipanidzé M, Pharand C, Schampaert E, Turgeon J, Palisaitis DA, Diodati JG. A comparison of six major platelet function tests to determine the prevalence of aspirin resistance in patients with stable coronary artery disease. Eur Heart J. 2007;28(14):1702‐1708. [DOI] [PubMed] [Google Scholar]
  • 121. Michelson AD. Antiplatelet therapies for the treatment of cardiovascular disease. Nat Rev Drug Discov. 2010;9(2):154‐169. 10.1038/nrd2957 [DOI] [PubMed] [Google Scholar]
  • 122. Al Shamiri MQ, Abdel Gader AM, Bayoumy NM. Comparing light transmission aggregometry and PFA100 for monitoring antiplatelet therapy in patients with coronary heart disease. J Taibah Univ Med Sci. 2016;11(5):478‐484. 10.1016/j.jtumed.2016.08.002 [DOI] [Google Scholar]
  • 123. Sambu N, Curzen N. Monitoring the effectiveness of antiplatelet therapy: opportunities and limitations: monitoring the effectiveness of antiplatelet therapy. Br J Clin Pharmacol. 2011;72(4):683‐696. 10.1111/j.1365-2125.2011.03955.x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 124. Paniccia R, Priora R, Alessandrello Liotta A, Abbate R. . Platelet function tests: a comparative review. Vasc Health Risk Manag. 2015:133 10.2147/VHRM.S44469 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 125. Geiger Jörg, Teichmann L, Grossmann R, et al. Monitoring of clopidogrel action: comparison of methods. Clin Chem. 2005;51(6):957‐965. 10.1373/clinchem.2004.047050 [DOI] [PubMed] [Google Scholar]
  • 126. Karon BS, Tolan NV, Koch CD, et al. Precision and reliability of 5 platelet function tests in healthy volunteers and donors on daily antiplatelet agent therapy. Clin Chem. 2014;60(12):1524‐1531. 10.1373/clinchem.2014.226332 [DOI] [PubMed] [Google Scholar]
  • 127. Bonello L, Tantry US, Marcucci R, et al. Consensus and future directions on the definition of high on‐treatment platelet reactivity to adenosine diphosphate. J Am Coll Cardiol. 2010;56(12):919‐933. 10.1016/j.jacc.2010.04.047 [DOI] [PubMed] [Google Scholar]
  • 128. Brar SS, ten Berg J, Marcucci R, et al. Impact of platelet reactivity on clinical outcomes after percutaneous coronary intervention: a collaborative meta‐analysis of individual participant data. J Am Coll Cardiol. 2011;58(19):1945‐1954. [DOI] [PubMed] [Google Scholar]
  • 129. Gonzalez E, Moore HB, Moore EE. Trauma Induced Coagulopathy. Berlin: Springer; 2016. [Google Scholar]
  • 130. Gorog DA, Sweeny JM, Fuster V. Antiplatelet drug 'resistance’. Part 2: laboratory resistance to antiplatelet drugs—fact or artifact? Nat Rev Cardiol. 2009;6(5):365. [DOI] [PubMed] [Google Scholar]
  • 131. Pencina MJ, D’Agostino RB Sr, D’Agostino RB Jr, Vasan RS. Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond. Stat Med. 2008;27(2):157‐172. [DOI] [PubMed] [Google Scholar]
  • 132. Guyer KE. The present state of aspirin and clopidogrel resistance. Hämostaseologie. 2009;29(3):285‐290. [PubMed] [Google Scholar]

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Data Availability Statement

Data sharing is not applicable to this article as no new data were created or analyzed in this study.


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