Platelet-rich plasma preparation for regenerative medicine: optimization and quantification of cytokines and growth factors
© Amable et al.; licensee BioMed Central Ltd. 2013
Received: 28 January 2013
Accepted: 3 June 2013
Published: 7 June 2013
Platelet-rich plasma (PRP) is nowadays widely applied in different clinical scenarios, such as orthopedics, ophthalmology and healing therapies, as a growth factor pool for improving tissue regeneration. Studies into its clinical efficiency are not conclusive and one of the main reasons for this is that different PRP preparations are used, eliciting different responses that cannot be compared. Platelet quantification and the growth factor content definition must be defined in order to understand molecular mechanisms behind PRP regenerative strength. Standardization of PRP preparations is thus urgently needed.
PRP was prepared by centrifugation varying the relative centrifugal force, temperature, and time. Having quantified platelet recovery and yield, the two-step procedure that rendered the highest output was chosen and further analyzed. Cytokine content was determined in different fractions obtained throughout the whole centrifugation procedure.
Our method showed reproducibility when applied to different blood donors. We recovered 46.9 to 69.5% of total initial platelets and the procedure resulted in a 5.4-fold to 7.3-fold increase in platelet concentration (1.4 × 106 to 1.9 × 106 platelets/μl). Platelets were highly purified, because only <0.3% from the initial red blood cells and leukocytes was present in the final PRP preparation. We also quantified growth factors, cytokines and chemokines secreted by the concentrated platelets after activation with calcium and calcium/thrombin. High concentrations of platelet-derived growth factor, endothelial growth factor and transforming growth factor (TGF) were secreted, together with the anti-inflammatory and proinflammatory cytokines interleukin (IL)-4, IL-8, IL-13, IL-17, tumor necrosis factor (TNF)-α and interferon (IFN)-α. No cytokines were secreted before platelet activation. TGF-β3 and IFNγ were not detected in any studied fraction. Clots obtained after platelet coagulation retained a high concentration of several growth factors, including platelet-derived growth factor and TGF.
Our study resulted in a consistent PRP preparation method that yielded a cytokine and growth factor pool from different donors with high reproducibility. These findings support the use of PRP in therapies aiming for tissue regeneration, and its content characterization will allow us to understand and improve the clinical outcomes.
KeywordsPlatelet-rich plasma Centrifugation Growth factors Cytokine Activation
The major functions of platelets are preventing acute blood loss and repairing vascular walls and adjacent tissues after injury. During wound healing, platelets are activated by contact with collagen, exposed to the bloodstream after endothelial injury. Platelets secrete stored intercellular mediators and cytokines from the cytoplasmic pool and release their α-granule content after aggregation. This secretion is intense in the first hour and platelets continue synthesizing more cytokines and growth factors from their mRNA reserves for at least another 7 days . More than 800 different proteins are secreted into the surrounding media [1, 2], having a paracrine effect on different cell types: myocytes , tendon cells [3–7], mesenchymal stem cells from different origins [8–11], chondrocytes [12–14], osteoblasts [3, 15, 16], fibroblasts [17–19] and endothelial cells . Cell proliferation, angiogenesis and cell migration are stimulated, resulting in tissue regeneration. There are also reports confirming that platelets secrete antimicrobial peptides, suggesting an antibiotic effect .
Other properties were already proven for platelets related to their anti-inflammatory and analgesic effects [22–24]. A clinical trial showed that platelet concentrates had an analgesic effect  and Asfaha and colleagues showed PAR4-mediated analgesic effects in vitro. El-Sharkawy and colleagues studied platelet secretions and their effect on macrophage cultures, concluding that platelet concentrates function as an anti-inflammatory agent, because of the high RANTES and LXA4 concentrations .
Platelet-derived products include platelet-rich plasma (PRP), which can be used with or without previous platelet activation. Such preparations have been used since the 1970s and they have been increasingly popular since the 1990s . Since then, different ways of preparing PRP have emerged: from conventional blood centrifugation to commercial systems; activated by adding collagen, calcium and/or thrombin, by glass contact or by freezing cycles; applied as platelet suspension or as a gel; and the methodology continues to broaden [29–31].
The application of PRP in different tissues has given promising results in different pathologies such as acute and chronic injuries of bone and cartilage. Kon and colleagues reported observation of 91 patients (115 knees) treated with PRP, which showed that PRP treatment is safe, reduces pain and improves knee function, especially in younger patients at 12 months . This was superior to hyaluronic acid viscosupplementation . Subsequent analysis at 24 months, however, showed a progressive loss of the improvement and opened up the question of possible repeated therapies . This example indicates the necessity for further studies even in series with an extensive number of patients and provided with controls. General opinion in recent reviews is that the majority of reported clinical studies do not have sufficient statistical power to give conclusive results. In view of multiple potential PRP applications in orthopedics, sports medicine and reparative surgery, comparative analyses of different clinical scenarios would be useful. These comparisons are not feasible, mainly because PRP is a biological product, prepared using different protocols, sometimes without even controlling whether platelets were effectively concentrated and purified or whether an early activation occurred, discarding all of the secreted growth factors within the platelet-poor plasma (PPP). Another issue that is not even mentioned in clinical reports is whether there is a correlation between the platelet concentration or the PRP volume applied per injured area or volume. Studies have already demonstrated that low platelet concentration is inefficient and that high concentrations have an inhibitory effect on cell growth, but results are still contradictory [34–36]. Although still not deeply characterized, the leukocyte content was also shown to be an important factor, increasing inflammation and reducing tissue regeneration in tendinopathies . Preparation procedures are also relevant, as shown by studies of the chondro-inductive and osteo-inductive potential of PRP, which is reported to be lost by thrombin activation  and retained after freeze–thaw activation . Consistent nomenclatures, standardized protocols to produce PRP as well as a full characterization of the final product are still missing and would highly improve the comparability of studies [40, 41].
Combinations of PRP and mesenchymal stem cells have been widely studied in vitro[8–11]. All of the authors concluded that PRP increased cell proliferation but divergences were found regarding the stem cell differentiation capacity, some concluding that PRP favored the osteogenic differentiation  and others demonstrating a chondrogenic compromise [10, 12]. These variations could be due to different PRP preparations, including or not the leukocyte fraction, which can modify its growth factor content. In both cases, PRP seemed to be a promising additive for stem cell transplantation for orthopedic applications, by increasing the number of transplanted stem cells and guiding their differentiation to a defined cell type.
The present study was proposed to establish an optimized and reproducible method for PRP preparation, and to characterize the content in growth factors and cytokines of the obtained fractions before and after platelet activation. Our final goal is to develop and characterize a PRP preparation for therapeutic purposes, focusing on high platelet yield, purity and recovery without growth factor secretion throughout sample manipulation.
Materials and methods
All of the experimental procedures were approved by the Ethics Research Committee of the Pro-Cardiaco Hospital, Rio de Janeiro (CAAE: 04691712.3.0000.5533) and all donors signed an informed consent.
Blood collection and platelet-rich plasma preparation
Peripheral blood from 22 healthy male and female volunteer donors (20 to 54 years old) was collected using blood collection tubes containing 0.5 ml citrate solution (Vacutainer®, Ref: 369714; BD Biosciences.
The PRP preparation procedure consisted of two centrifugation steps. All steps were performed in a refrigerated centrifuge (certified Jouan Br4i, Saint-Herblain, Loire-Atlantique, France). We studied variations in relative centrifugal force (RCF), temperature, and time for optimizing conditions for platelet isolation. After the first centrifugation, the whole plasma above the buffy coat was collected, separating platelets from red blood cells and leukocytes (PRP1). For the optimization of the second centrifugation step, only the RCF and time were studied. PRP1 from single donors was divided into 1 ml fractions and after the second centrifugation step the platelet pellet was suspended in 300 μl of platelet-poor plasma (PPP; new fraction named PRP2). PRP2 was activated using 20 mM CaCl2 (PRP2-Ca) or 20 mM CaCl2 plus 25 IU/ml human plasma thrombin (PRP2-Thr, Ref: T6884; Sigma-Aldrich, St. Louis, Missouri, USA). All samples were incubated at 37°C for 1 hour and at 4ºC for 16 hours. For recovering the activated PRP2, all of the treated samples were centrifuged at 3,000 × g for 20 minutes at 18°C. The supernatant (activated PRP2) was collected by aspiration. Clots were treated with 200 mM HCl for 10 minutes and neutralized with 240 mM NaOH (washed clot). All samples were stored at –80ºC.
The total blood cell count was determined in whole blood, PRP1, PRP2 and PPP fractions. Platelet counts were performed with a hemocytometer using a Wintrobe-modified REES-ECKER fluid and other blood cell types were analyzed using a hematological analyzer XE-2100 (Sysmex, Kobe, Hyōgo, Japan).
Samples from peripheral blood, PRP1, PRP2, PPP, activated PRP2 and washed clot were analyzed. Proinflammatory cytokines granulocyte–macrophage colony-stimulating factor (GM-CSF), interleukin (IL)-1β, IL-6, IL-8, tumor necrosis factor (TNF)α, interferon (IFN)g, IL-2, IL-2R, IL-7, IL-12p40/p70, IL-15, IL-17), anti-inflammatory cytokines (IL-1RA, IL-4, IL-5, IL-10, IL-13, IFNα), chemokines (eotaxin, protein 10 (IP-10), monocyte chemoattractant protein-1 (MCP-1), IFNγ-induced monokine, macrophage inflammatory protein (MIP)-1α, MIP-1β, RANTES) and growth factors (endothelial growth factor (EGF), hepatocyte growth factor (HGF), basic fibroblast growth factor (bFGF), granulocyte colony-stimulating factor (G-CSF), vascular endothelial growth factor (VEGF), transforming growth factor (TGF)-β1, TGF-β2, TGF-β3, platelet-derived growth factor (PDGF)-AA, PDGF-AB, PDGF-BB, insulin-like growth factor-1 (IGF-1)) were quantified. Commercial ELISA and Luminex kits were used: Quantikine hPDGF-AB ELISA (R&D, Minneapolis, Minnesota, USA), Human Cytokine 30-plex Assay (Invitrogen, Carlsbad, California, USA), Fluorokine MAP TGF-β Multiplex Kit (R&D, Minneapolis, Minnesota, USA), Human Angiogenesis Fluorokine Multi Analyte Profiling Kit (R&D, Minneapolis, Minnesota, USA) and Milliplex MAP Human IGF-1 Single Plex Kit (Millipore, Billerica, Massachusetts, USA). Procedures were carried out following the manufacturer’s instructions.
Results are expressed as mean ± standard deviation for at least three replicates. Statistical significance was assessed by one-way nonparametric analysis of variance followed by the Tukey post-hoc test (to compare all pairs in group) or Dunnett’s multiple comparison test (to compare every condition with control data but not with each other). P <0.05 was considered statistically significant. Statistical analysis was performed using Prism 5.00 software (GraphPad Software Inc., San Diego, California, USA).
Results and discussion
Optimization of the platelet-rich plasma preparation method
After initial analyses of experimental results, we decided to optimize blood processing in two centrifugation steps, described as follows. The aim of the first step was to deplete the product of red and white blood cells with minimal loss of platelets, and the aim of the second step was to obtain the highest recovery and the best yield of platelets in the smallest final plasma volume.
First centrifugation step
Freshly collected blood was centrifuged as described in Materials and methods, yielding three fractions: a lower dense layer containing red blood cells occupying about one-half of the total blood volume, a thin intermediate white layer containing leukocytes (buffy coat) and the upper yellow fraction containing platelets (PRP1).
The RCF, time and temperature were considered variables to be optimized, since they could potentially influence the final platelet yield and purity. These three variables are highly correlated, so one-at-a-time parameter variation would not be suitable to find the best condition because, for example, a temperature increase would reduce plasma density and therefore blood cell behavior would be different under the same centrifugation conditions; also longer centrifugation times would better combine with low RCF, so platelets are still isolated in the upper fraction.
Platelet yield and recovery after total blood centrifugation
RCF (× g)
Centrifugation time (minutes)
Red blood cell and while blood cell quantification in whole blood and PRP1 fractions
4.1 ± 1.4
4.05 ± 0.28 (100%)
4.38 ± 0.47 (100%)
1 (240 × g, 8 minutes, 16°C)
1.7 ± 0.2
0.02 ± 0.00 (0.19%)
0.02 ± 0.02 (0.21%)
2 (360 × g, 16 minutes, 16°C)
2.2 ± 0.1
0.00 ± 0.00 (0%)
0.00 ± 0.00 (0.12%)
3 (300 × g, 5 minutes, 12°C)
1.5 ± 0.4
0.03 ± 0.01 (0.24%)
0.03 ± 0.01 (0.28%)
4 (300 × g, 12 minutes, 5°C)
2.0 ± 0.1
0.01 ± 0.00 (0.12%)
0.01 ± 0.00 (0.12%)
5 (300 × g, 12 minutes, 12°C)
2.1 ± 0.2
0.01 ± 0.00 (0.13%)
0.01 ± 0.01 (0.08%)
Second centrifugation step
Platelet yield and recovery after PRP1 centrifugation
RCF (× g)
Centrifugation time (minutes)
Temperature effect on platelet-rich plasma preparation method
Temperature effect on platelet-rich plasma preparation method
PRP1 (300 × g, 5 minutes)
Platelet recovery (%)
90.6 ± 21.7
87.7 ± 22.8
Platelet yield (fold)
3.1 ± 0.7
2.9 ± 0.6
PRP1 volume (%)
26.7 ± 0.7
27.6 ± 1.9
PRP2 (700 × g, 17 minutes)
Platelet recovery (%)
80.3 ± 26.6
86.0 ± 46.9
Platelet yield (fold)
9.3 ± 2.6
8.8 ± 3.6
Considering 18 different samples and α = 0.05, our newly optimized PRP preparation method allowed us to obtain a final platelet recovery of 46.9 to 69.5%, yielding a concentration factor between 5.4 and 7.3 and a final platelet concentration of 1.4 × 106 to 1.9 × 106 platelets/μl.
Blood samples were collected in 5 ml tubes containing 3.2% sodium citrate; a 100 μl sample was separated for determining the initial blood cell concentration.
Whole blood was centrifuged at 300 × g during 5 minutes at 18°C.
The upper fraction (PRP1) was separated, without disturbing the buffy coat, and was transferred into a sterile tube; the PRP1 volume was quantified and a 100 μl sample was separated for determining PRP1 platelet concentration and purity.
PRP1 was centrifuged at 700 × g during 17 minutes at 18°C.
PPP was transferred into a sterile tube and the platelet concentration and purity were quantified.
The platelet pellet obtained from 1 ml PRP1 was resuspended in 300 μl PPP (PRP2).
Platelet activation was performed immediately by adding 20 mM CaCl2 and 25 IU/ml human thrombin or CaCl2 alone, incubating at 37°C during 1 hour and at 4ºC during 16 hours.
Activated PRP2 was recovered by centrifugation at 3,000 × g during 20 minutes at 18°C.
We decided to collect blood in citrated glass tubes. Although Araki and colleagues recommended use of ethylenediamine tetraacetic acid to maximize platelet recovery , ethylenediamine tetraacetic acid use resulted in damaged platelets according to Landersberg and colleagues .
Anitua proposed in 1999 a simple method for obtaining PRP that has been frequently used in subsequent studies and in clinical application . A fraction of 0.5 ml plasma located just above the buffy coat separated after a single centrifugation cycle (460 × g, 8 minutes) was collected. The upper fraction was considered PPP, since the author argued that platelet density was gradually increasing from the top to the buffy coat. In contrast, we did not find any platelet gradient in any of PRP1 fractions (data not shown), and we decided to recover the whole PRP1volume for the next centrifugation step.
The second high-speed centrifugation step concentrated platelets by one-tenth from the initial blood volume, leaving a PPP fraction with <1% platelet loss. We concentrated platelets, reaching a baseline of 1 million platelets/μl, finally recovering at least 50% of the initial platelet amount. These parameters are higher than those reported for commercial PRP kits: Sundman and colleagues reported a 1.99-fold increase in platelet concentration using an Arthrex ACP kit, minimizing the leukocyte content (0.13×); the same authors reported a 4.69-fold and 4.26-fold increase in platelet and leukocyte concentration, respectively, using a Biomet GPS III kit . Mazzucco and colleagues compared four different PRP protocols: three commercially available kits (Fibrinet, RegenPRP-Kit and Plateltex) and a homemade procedure, obtaining a 1.6-fold to 4.4-fold increase in platelet concentration . Le and colleagues compared a Curasan PRP kit, Plateltex, GPS II, RegenLab and a homemade protocol . They obtained a 2.75-fold, 3.43-fold, 1.89-fold, 1.55-fold and 1.77-fold increase in platelet concentration and platelet recovery of 32.0%, 20.0%, 22.6%, 79.0% and 45.6%, respectively. Castillo and colleagues compared the Biomet GPS III, MTF Cascade and Arteriocyte Magellan systems and showed that platelet recovery was 22.6%, 67.6% and 65.5%, with a 2.07-fold, 1.62-fold and 2.80-fold increase in platelet concentration, respectively . We obtained a high platelet recovery and a 6.4-fold increase in platelet concentration, making better use of the donor’s blood and requiring a smaller volume to obtain the same platelet amount.
Our PRP preparation is highly purified and contains almost no blood-derived cell types other than platelets. Leukocytes should be avoided in PRP preparations because of their potential proinflammatory effect [23, 37, 45]. Sundman and colleagues recently concluded from in vitro studies that leukocytes increased the catabolic PRP profile, since the catabolic cytokine concentration (matrix metalloproteinase-9 and IL-1β) was positively correlated with leukocyte concentration, but no correlation between leukocyte content and clinical effects in vivo has been reported to our knowledge .
Growth factor and cytokine content quantification
Statistical comparison (q-values) of cytokine concentration between plasma and activated PRP2
To compare growth factor secretion with other publications we calculated the secreted cytokine amount per platelet, since different described protocols resulted in different platelet concentrations. Expressed by 106 platelets, PRP2-Ca contained 7.9 ± 5.6 pg PDGF-AA, 37.6 ± 14.9 pg PDGF-AB, 20.1 ± 10.0 pg PDGF-BB, 318.6 ± 118.4 pg TGF-β1, 965.2 ± 389.5 fg TGF-β2 and 438.5 ± 195.3 fg EGF.
According to our criteria, growth factors already present in plasma are IGF-1, with a concentration of 105.30 ± 48.44 ng/ml (P = 0.9734), and hepatocyte growth factor, whose level was 61.20 ± 39.71 pg/ml (P = 0.1455). The plasmatic concentration did not give a significant difference with PRP2-Ca and PRP2-Thr concentrations, but they reached values 2.6-fold and 2.5-fold higher than the plasmatic level, respectively, and we consider the values indicative of secretion.
Reports on cytokines in PRP are mainly focused on the growth factors TGF, PDGF, VEGF, EGF, bFGF, HGF and IGF-1, and available quantitative data concern PDGF, TGF and EGF. Mazzocca and colleagues reported that 1,498.1 to 3,020.7 fg EGF were secreted by 106 platelets, higher than the value we found . Compared with our results, the same group reported a similar PDGF-AB concentration (27.4 to 48.8 pg/106 platelets) and a slightly lower TGF-β1 secretion (161.7 to 185.4 pg/106 platelets) . Other authors reported similar values for TGF-β1: 120 pg/106 platelets , 240 pg/106 platelets  and 55.4 to 126.7 pg/106 platelets . Castilho and colleagues reported values similar to ours regarding PDGF-AB (21.9 to 44.1 pg/106 platelets) and PDGF-BB (33.3 to 42.3 pg/106 platelets) . Reported differences reinforce the necessity of standardization of methods, in order to make the comparative clinical analyses feasible.
In our study, VEGF was detected in PRP2-Ca samples of only two out of six donors (1.93 and 1.06 pg/ml), being lower than the quantification limit of the used assay (1 pg/ml) in all of the other samples. According to the manufacturer, isoforms VEGF-121 and VEGF-165 can be detected with the assay. This is in contrast to most literature about VEGF and PRP, in which VEGF is considered one of the major factors: blood concentrations were reported to be 155 ± 110 ng/ml by Eppley and colleagues  and 50 ± 10 pg/ml by El-Sharkawy and colleagues  and PRP activation resulted in a 6.2-fold and 4.4-fold increase in VEGF concentration, respectively.
We activated PRP using calcium chloride only (20 mM), and calcium chloride plus human thrombin (25 IU/ml). We found statistically significant differences for PRP2-Ca but not for PRP2-Thr only for TGF-β1, TGF-β2 and IFNα. Even when differences were not large between the two activated fractions, these results suggested a better α-granule content secretion when platelets were activated using calcium only.
While the content of growth factors was not increased in the PPP, the anti-inflammatory cytokines IL-4 and IFNα, but not IL-13, and the proinflammatory cytokines IL-17 and TNFα, but not IL-8, were increased in PPP, which is obtained after the second centrifugation. Manipulation of platelets in vitro, as well as sheer stress in blood vessel circulation, is known to elicit secretion of cytoplasmic mediators present in platelets into the pericellular environment, independently of their degranulation. We understand that this is the origin of the four cytokines in the PPP. Some recent reviews discuss the existence of different α-granules [50–52]. Blair and Flaumenhaft reviewed the incorporation of plasmatic proteins into the cell cytoplasm and afterwards into the α-granules, meaning that platelet membrane rupture can release factors accumulated into the cytoplasm that are also concentrated into the α-granules . Ma and colleagues reported that different receptors on platelet surface play a role in regulating angiogenesis, with PAR1-mediated activation allowing platelet aggregation and VEGF secretion while suppressing endostatin release, and with PAR4-mediated activation also allowing platelet aggregation but suppressing VEGF release and stimulating endostatin secretion . White and Rompietti suggested that this theory of factor segregation into different kinds of granules makes more sense than the simultaneous secretion of pro-angiogenic and anti-angiogenic factors that would cause the neutralization of the effects of the secreted proteins .
None of the analyzed chemokines was found to have increased content during platelet activation at a statistically significant level, but MIP-1β showed an increase from the plasmatic concentration (38.01 ± 34.23 pg/ml) when compared with PRP2-Ca (118.39 ± 82.39 pg/ml) and PRP2-Thr (96.76 ± 49.60 pg/ml) – we consider these values indicative of an increase and they should therefore be further studied. Eotaxin and MCP-1 showed significantly reduced concentration in activated PRP fractions; the eotaxin concentration dropped from a plasmatic concentration of 50.62 ± 16.95 pg/ml to 23.75 ± 8.52 pg/ml in PRP2-Ca and 22.19 ± 4.76 pg/ml in PRP2-Thr, and the MCP-1 concentration from 245.59 ± 187.52 pg/ml to 69.41 ± 43.27 pg/ml in PRP2-Ca and 78.97 ± 22.20 pg/ml in PRP2-Thr. The reduction may be caused by degradation of chemokines by the products secreted following degranulation, or their association with secreted molecules, and these issues should also be further studied.
For chemokines, only one publication for RANTES was found, reporting a plasmatic concentration of 100 ± 20 ng/mL and activated PRP concentration of 300 ± 100 ng/mL . Our research resulted in plasmatic RANTES concentrations of 2.76 ± 1.97 ng/mL.
Judging by the PRP composition described here, our findings support the use of PRP in wound healing and tissue regeneration, as high concentrations of PDGF and TGF are secreted from platelet α-granules after activation. We also showed that growth factors are highly retained inside clots so, as already demonstrated by other authors, they would be slowly released in vivo[54, 55]. These growth factors were also described as mitogenic and attractant for mesenchymal stem cells, which may continue secreting growth factors and may mediate regenerative effects during longer periods of time . Our PRP preparation should now be tested in vitro in cell cultures in order to reveal its molecular effects on different cell types and in clinical trials in order to evaluate its in vivo effects in different pathologies.
Our study optimized a procedure for preparing PRP from human blood, recovering more than 50% of the initial platelets with a low amount of other blood cells. This preparation was activated and different fractions collected along the procedure were analyzed in order to determine the growth factor content. Out of 37 proteins quantified, 12 were shown to be increased only after platelet activation.
Basic fibroblast growth factor
Endothelial growth factor
Enzyme-linked immunosorbent assay
Granulocyte–macrophage colony-stimulating factor
Granulocyte colony-stimulating factor
Hepatocyte growth factor
Insulin-like growth factor-1
Monocyte chemoattractant protein-1
Macrophage inflammatory protein
Platelet-derived growth factor
Platelet-rich plasma after the first blood centrifugation step
Platelet-rich plasma after the second centrifugation step
Calcium plus human thrombin-activated PRP2
Regulated on activation, normal T-cell expressed and secreted
Relative centrifugal force
Transforming growth factor
Tumor necrosis factor
Vascular endothelial growth factor.
The authors would like to thank professor Gutemberg Alves and Santiago Farm from the Clinical Research Unit, Antônio Pedro Hospital, Fluminense Federal University, Niterói, RJ, for their support and help with the Luminex assays.
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