Abstract
Thrombocytes can be concentrated in blood derivatives and used as autologous transplants e.g. for wound treatment due to the release of growth factors such as platelet derived growth factor (PDGF). Conditions for processing and storage of these platelet-rich blood derivatives influence the release of PDGF from the platelet-bound α-granules into the plasma. In this study Platelet rich plasma (PRP) and Platelet concentrate (PC) were produced with a fully automated centrifugation system. Storage of PRP and PC for 1 h up to 4 months at temperatures between −20°C and +37°C was applied with the aim of evaluating the influence on the amount of released PDGF. Storage at −20°C resulted in the highest release of PDGF in PRP and a time dependency was determined: prolonged storage up to 1 month in PRP and 10 days in PC increased the release of PDGF. Regardless of the storage conditions, the release of PDGF per platelet was higher in PC than in PRP.
1 Introduction
Platelet-rich blood derivatives are used as autologous transplants in the field of wound care, general surgery and sports medicine [1]. The main factor for the promotion of healing by applying autologous blood products are growth factors (GF) released by thrombocytes, like platelet derived growth factor (PDGF) [2].
Physiologically growth factors are released after thrombocyte activation due to contact with collagen and other thrombocytes [3]. The initial release of GF due to activation is followed by degradation of the platelets. In vitro contact with foreign surfaces and physical influences such as mechanical (e.g. centrifugation) or thermal (e.g. freezing) stresses additionally activate or disintegrate platelets [4].
A frequently pursued approach in the generation of platelet-rich blood derivatives is preserving the integrity of the platelets to allow a physiological thrombocyte activation after transplantation to the injured area. A contrasting approach is applying blood derivatives rich in released GF to the area in need of a promoted healing effect. It is still unclear which approach results in an optimal global effect [2], [4].
In this context the aim of the present study was to evaluate the influence of storage conditions (temperature and time) on the release of growth factors in autologous platelet-rich blood derivatives.
2 Methods
2.1 Processing of PRP and PC
Venous blood was drawn from healthy donors with 12 ml syringes prefilled with 1 ml of citrate (4% sodium citrate, Duomedica GmbH). The filled syringes (11 ml blood, 1 ml citrate) were connected to empty syringes of equal size with a hose. The connected syringe pair was inserted into a standard laboratory centrifuge (Rotanta 460, Hettich) equipped with a rotor developed for fully automated preparation of blood derivatives. The motorized and sensor controlled system separates the blood fractions within the centrifugation process (see Figure 1).

Generation of PRP and PC: Separation of the blood fractions in syringe A after the first centrifugation step (1) followed by a sensor controlled transfer process resulting in PRP in syringe B (2). PC was obtained in syringe B by a second centrifugation step (3) and transfer process (4).
After the first centrifugation step at 930 g for 5 min plasma and buffy coat are transferred into the connected syringe B until the sensor detects the red blood cells and stops the transfer process. This leads to a donor dependant volume of 5–6 ml of PRP in syringe B.
A second centrifugation step at 475 g for 27 min results in the separation of platelet poor plasma (PPP) and PC within syringe B. The PPP fraction of syringe B is transferred back into syringe A, leaving 1 ml of PC in syringe B. During all transfer processes a centrifugation force of 20 g is maintained.
The platelet yield was determined by comparing the number of platelets in the freshly drawn whole blood before preparation and in the blood derivatives after processing. A haematology analyser (KX 21N, Sysmex Europe GmbH) was used.
2.2 Experimental setup
Storage times and temperatures were chosen based on the recommendations stated by the German Medical Association [5]. PRP samples were stored between 1 h and 4 months and PC samples between 1 h and 10 days. The examined storage temperatures were +4°C, +22°C and +37°C for PC and additionally −20°C for PRP.
After storage all samples were brought to room temperature and the amount of released PDGF was determined by ELISA (Human PDGF Duoset ELISA Kit – R&D Systems, Minneapolis, USA).
3 Results
The results were determined as the absolute amount of released PDGF and the amount released per 106 platelets by considering the platelet count.
3.1 Platelet rich plasma
The average yield of platelets in PRP gained from freshly drawn venous blood samples was 97.2 ± 7.8% with a platelet concentration of 402 ± 24 × 103 plt/μl (1.75 ± 0.13 fold compared to the unprocessed whole blood sample: n = 15).
The content of PDGF in PRP was measured and averaged over 3 donors (see Figure 2). PDGF content increased with storage times within the 1st month and subsequently slightly decreased within the following 3 months, regardless of the storage temperature. For all storage times the highest values were reached at −20°C storage temperature.

PDGF release in PRP averaged over 3 donors after storage between 1 h and 4 months at −20°C, +4°C, +22°C, and +37°C. PDGF increases with storage time for all temperatures and the highest value is reached at −20°C for all storage times.
In addition the PDGF release per 106 platelets was calculated based on the number of platelets measured in the samples before storage (see Table 1). An increase of PDGF release within the 1st month of storage and decrease within the following 3 months, regardless of the storage temperature was also evident here. The highest overall rate was reached after storage of PRP for 1 month at −20°C with 33 pg per 106 platelets.
Amount of PDGF released per 106 platelets [pg/106] in PRP after storage between 1 h and 4 months at −20°C, +4°C, +22°C, and +37°C averaged over 3 donors.
| n =3 | −20°C | +4°C | +22°C | +37°C |
|---|---|---|---|---|
| 1 h | 6.7 ± 6.3 | 2.6 ± 1.0 | 1.9 ± 0.9 | 1.5 ± 0.6 |
| 24 h | 16.6 ± 2.3 | 7.1 ± 0.7 | 3.2 ± 1.0 | 4.7 ± 1.7 |
| 48 h | 16.3 ± 1.6 | 7.4 ± 1.0 | 5.5 ± 1.1 | 5.9 ± 1.4 |
| 1 month | 30.6 ± 2.0 | 25.2 ± 3.9 | 25.3 ± 4.0 | 26.9 ± 1.1 |
| 4 months | 22.0 ± 0.5 | 21.7 ± 0.6 | 20.3 ± 0.6 | – |
3.2 Platelet concentrate
The average yield of platelets in PC gained from freshly drawn whole blood samples was 69.4 ± 21.3% with a platelet concentration of 1528 ± 477 × 103 plt/μl (6.64 ± 2.13 fold compared to the whole blood sample: n = 18).
The content of PDGF in PC was measured and averaged over 3 donors (see Figure 3). PDGF content increased with storage time within 10 days of storage, regardless of the storage temperature. PDGF release within the first 72 h was comparable for all storage. Chilled storage at +4°C resulted in the highest PDGF content within the following 7 days.

PDGF release in PC averaged over 3 donors after storage between 1 h and 10 days at +4°C, +22°C, and +37°C. PDGF increases with storage time for all temperatures and the highest value is reached at +4°C after 10 days.
The PDGF release per 106 platelets was calculated based on the number of platelets measured before storage (see Table 2). The highest amount of PDGF per 106 platelets was reached at +22°C for all storage times within the first 72 h and at +4°C in the following 7 days. The release increased with prolonged storage time for each temperature. The highest overall rate was reached in a PC sample from donor 1 stored for 10 days at 4°C with a calculated value of 67.0 pg per 106 platelets.
Amount of PDGF released per 106 platelets [pg/106] in PC after storage between 1 h and 10 days at +4°C, +22°C, and +37°C averaged over 3 donors.
| n =3 | +4°C | +22°C | +37°C |
| 1 h | 4.3 ± 3.2 | 5.3 ± 3.6 | 5.1 ± 1.9 |
| 24 h | 6.3 ± 1.8 | 9.0 ± 3.1 | 7.6 ± 2.9 |
| 48 h | 13.5 ± 10.0 | 23.4 ± 11.2 | 12.4 ± 4.8 |
| 72 h | 19.2 ± 7.9 | 22.0 ± 4.4 | 20.8 ± 6.7 |
| 10 day | 43.4 ± 20.2 | 32.9 ± 17.3 | 28.5 ± 9.7 |
4 Discussion
Platelet-rich blood derivatives contain multiple growth factors with positive effects on the treatment of injured areas [2]. As PDGF is one of the most important and well-characterized growth factors it was chosen as a representative and marker in this study. Our aim was to evaluate the release of PDGF from the platelet-bound α-granules into the plasma induced by storage conditions, regardless of the intended therapeutic approach. Nevertheless the findings provide information for the objective of low platelet activation as well as maximised release of growth factors in the blood derivatives.
The first influence on PDGF release in blood derivatives is the production process. We used a fully automated system to generate PRP and PC leading to a highly reproducible process compared to standard preparation processes comprising manual steps. Thus reasons for variations of the platelet yield can be reduced to donor dependent differences.
In both PRP and PC the increased release of PDGF with storage time can be explained by activation induced by mechanical and thermal stress [4] followed by degranulation and disintegration of thrombocytes. Disintegration of blood cells leads to false platelet measurements in haematology analysers [6]. Thus, variations of the platelet number after storage might be considered as an indicator for degradation and disintegration of the thrombocytes. This results in loss of physiological activity and integrity of the platelets as desired in some therapeutic approaches. In PRP only small changes were detected in the number of platelets measured within the first 48 h of storage above +4°C indicating that mainly platelet activation and not disintegration caused the PDGF release. For prolonged and frozen storage high fluctuations of the platelet count were determined in PRP and disintegration of the platelets is assumed. In PC this was already observed in the first 72 h of storage.
4.1 Platelet rich plasma
In PRP nearly no difference was noticed in the PDGF content between the tested storage temperatures after 1 month of storage. Storage of the platelets above +4°C lead to a continuous release of PDGF almost levelling with the amount released at −20°C after 1 month. The following decrease of the PDGF content at all temperatures might be due to denaturation of the released growth factors. The theoretically possible maximum level of 60 pg per 106 platelets bound in the α-granules [7] was not reached in the blood derivatives.
A further observation in the frozen samples of PRP which might explain the higher values of PDGF was a very homogenous composition with no apparent phase separation. Due to the static storage without agitation the blood derivatives stored at +4°C, +22°C, and +37°C had visible phase separation. This could result in variations of the pH value and thus in denaturation of proteins explaining the lower PDGF content. By quickly freezing the blood derivatives stored at −20°C no phase separation was possible despite the equally static storage conditions.
4.2 Platelet concentrate
In PC the thrombocytes are more densely packed than in PRP due to the higher concentration. Contact activation of the densely packed platelets needs to be taken into account. Also the greater physical influence of the two step centrifugation process has an effect on the release of growth factors.
The PDGF concentration in all PC samples was higher than in PRP, which could be explained by the higher platelet content. However higher values were also detected when comparing the PDGF amounts standardized to the platelet count. Within the first 10 days of storage the amount of PDGF released per 106 platelets in PC was higher than the overall maximum in PRP, regardless of the storage conditions. Furthermore the release within 72 h in PC already equalled the amount released in PRP within 1 month of storage.
This indicates that PDGF release in PC is distinctly accelerated compared to PRP and might be due to the stronger activation during production and contact activation. The values of PDGF per 106 platelets are also closer to the maximum possible physiological level of 60 pg per 106 platelets. In addition storage at −20°C could be a promising condition for an even higher yield and complete release of growth factors in PC.
5 Conclusion
Storage of platelet-rich blood derivatives resulted in an increased release of PDGF from the platelet-bound α-granules into the plasma with storage time up to 1 month in PRP and 10 days in PC, regardless of the storage temperature. PDGF release per platelet in PC was distinctly accelerated compared with PRP and almost reached the physiologically possible level of 60 pg per 106 platelets. Highest PDGF levels were reached in chilled or frozen storage with accelerated PDGF release in PRP at −20°C. The findings provide information for the objective of low platelet activation as well as maximised release of growth factors in blood derivatives due to storage conditions.
Acknowledgement
The authors are grateful to Andreas Hettich GmbH & Co.KG for the project support.
Author’s Statement
Research funding: The author state no funding involved. Conflict of interest: Authors state no conflict of interest. Material and methods: Informed consent: Informed consent has been obtained from all individuals included in this study. Ethical approval: The research related to human use complies with all the relevant national regulations, institutional policies and was performed in accordance with the tenets of the Helsinki Declaration, and has been approved by the authors’ institutional review board or equivalent committee.
References
[1] Amable PR, Carias RB, Teixeira MV, da Cruz Pacheco Í, Corrêa do Amaral RJ, Granjeiro J, et al. Platelet-rich plasma preparation for regenerative medicine: optimization and quantification of cytokines and growth factors. Stem Cell Res Ther. 2013;4:67.10.1186/scrt218Search in Google Scholar PubMed PubMed Central
[2] De Pascale MR, Sommese L, Casamassimi A, Napoli C. Platelet derivatives in regenerative medicine: an update. Transfus Med Rev. 2015;29:52–61.10.1016/j.tmrv.2014.11.001Search in Google Scholar PubMed
[3] Meinrad G. Das Blutplättchen. Thieme-Verlag 1999.Search in Google Scholar
[4] Perrotta PL. Snyder EL. CHAPTER 69 - Platelet Storage and Transfusion A2 - Michelson, Alan D. In: Platelets (Second Edition), (Hrsg.), Academic Press, Burlington 2007;1265–95.10.1016/B978-012369367-9/50831-4Search in Google Scholar
[5] Bundesärztekammer WB. Richtlinien zur Gewinnung von Blut und Blutbestandteilen und zur Anwendung von Blutprodukten (Hämotherapie), Dt. Ärzte-Verlag 2002.Search in Google Scholar
[6] Briggs C, Harrison P, Machin SJ. CHAPTER 24 - Platelet Counting A2 - Michelson, Alan D. In: Platelets (Second Edition), (Hrsg.), Academic Press, Burlington 2007;475–83.10.1016/B978-012369367-9/50786-2Search in Google Scholar
[7] Kudlow JE. Biology of growth factors: molecular biology, oncogenes, signal transduction, and clinical implications. Springer Science & Business Media 2013;234.Search in Google Scholar
©2016 Katharina Düregger et al., licensee De Gruyter.
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
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- Evaluation of reconstruction parameters of electrical impedance tomography on aorta detection during saline bolus injection
- Evaluation of open-source software for the lung segmentation
- Automatic determination of lung features of CF patients in CT scans
- Image analysis of self-organized multicellular patterns
- Effect of key parameters on synthesis of superparamagnetic nanoparticles (SPIONs)
- Radiopacity assessment of neurovascular implants
- Development of a desiccant based dielectric for monitoring humidity conditions in miniaturized hermetic implantable packages
- Development of an artifact-free aneurysm clip
- Enhancing the regeneration of bone defects by alkalizing the peri-implant zone – an in vitro approach
- Rapid prototyping of replica knee implants for in vitro testing
- Protecting ultra- and hyperhydrophilic implant surfaces in dry state from loss of wettability
- Advanced wettability analysis of implant surfaces
- Patient-specific hip prostheses designed by surgeons
- Plasma treatment on novel carbon fiber reinforced PEEK cages to enhance bioactivity
- Wear of a total intervertebral disc prosthesis
- Digital health and digital biomarkers – enabling value chains on health data
- Usability in the lifecycle of medical software development
- Influence of different test gases in a non-destructive 100% quality control system for medical devices
- Device development guided by user satisfaction survey on auricular vagus nerve stimulation
- Empirical assessment of the time course of innovation in biomedical engineering: first results of a comparative approach
- Effect of left atrial hypertrophy on P-wave morphology in a computational model
- Simulation of intracardiac electrograms around acute ablation lesions
- Parametrization of activation based cardiac electrophysiology models using bidomain model simulations
- Assessment of nasal resistance using computational fluid dynamics
- Resistance in a non-linear autoregressive model of pulmonary mechanics
- Inspiratory and expiratory elastance in a non-linear autoregressive model of pulmonary mechanics
- Determination of regional lung function in cystic fibrosis using electrical impedance tomography
- Development of parietal bone surrogates for parietal graft lift training
- Numerical simulation of mechanically stimulated bone remodelling
- Conversion of engineering stresses to Cauchy stresses in tensile and compression tests of thermoplastic polymers
- Numerical examinations of simplified spondylodesis models concerning energy absorption in magnetic resonance imaging
- Principle study on the signal connection at transabdominal fetal pulse oximetry
- Influence of Siluron® insertion on model drug distribution in the simulated vitreous body
- Evaluating different approaches to identify a three parameter gas exchange model
- Effects of fibrosis on the extracellular potential based on 3D reconstructions from histological sections of heart tissue
- From imaging to hemodynamics – how reconstruction kernels influence the blood flow predictions in intracranial aneurysms
- Flow optimised design of a novel point-of-care diagnostic device for the detection of disease specific biomarkers
- Improved FPGA controlled artificial vascular system for plethysmographic measurements
- Minimally spaced electrode positions for multi-functional chest sensors: ECG and respiratory signal estimation
- Automated detection of alveolar arches for nasoalveolar molding in cleft lip and palate treatment
- Control scheme selection in human-machine- interfaces by analysis of activity signals
- Event-based sampling for reducing communication load in realtime human motion analysis by wireless inertial sensor networks
- Automatic pairing of inertial sensors to lower limb segments – a plug-and-play approach
- Contactless respiratory monitoring system for magnetic resonance imaging applications using a laser range sensor
- Interactive monitoring system for visual respiratory biofeedback
- Development of a low-cost senor based aid for visually impaired people
- Patient assistive system for the shoulder joint
- A passive beating heart setup for interventional cardiology training