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Basic and Clinical Neuroscience logoLink to Basic and Clinical Neuroscience
. 2025 Nov 1;16(6):1067–1080. doi: 10.32598/bcn.2025.2162.2

Protocol Optimization for Exosome Production From Umbilical Cord Mesenchymal Stem Cells: A Step Toward Clinical Translation

Amir Bavafa 1,2, Ali Sepehrinezhad 1,2,*, Ali Gorji 2,3,4, Fatemeh Forouzanfar 1,2,*, Sajad Sahab-Negah 2,5
PMCID: PMC13228113  PMID: 42238750

Abstract

Introduction:

Exosomes, nano-scale extracellular vesicles, hold transformative potential in regenerative medicine and neurodegenerative disease treatment. However, inconsistent isolation methods, contamination risks, and lack of standardization impede clinical translation. This study aimed to introduce a protocol, guided by the minimal information for studies of extracellular vesicles (MISEV) guidelines, for isolating high-concentration exosomes from human umbilical cord mesenchymal stem cells (UC-MSCs).

Methods:

UC-MSCs were expanded in alpha-minimum essential medium (MEM) with 10% fetal bovine serum (FBS), followed by serum-free conditioning. Phenotypic characterization via flow cytometry confirmed CD90/CD44 positivity and CD45/CD11b negativity. Exosomes were isolated via differential centrifugation, filtration, and dual ultracentrifugation. Characterization was performed using transmission electron microscopy (TEM), dynamic light scattering (DLS), bicinchoninic acid (BCA) assay, and western blot analysis for CD9 and CD63, with calnexin as a negative control.

Results:

TEM confirmed exosome integrity with spherical or cup-shaped morphology and intact bilayers. DLS showed a monodisperse population (121.3±23.7 nm, polydispersity index [PDI] <0.3) and stable zeta potential (−37.3 to −43.8 mV). The BCA assay quantified exosomal protein at 1098.2 μg/mL, surpassing conventional yields. Western blotting confirmed expression of CD9 and CD63 and absence of calnexin, indicating minimal contamination.

Conclusion:

This standardized, reproducible protocol produces therapeutic-grade UC-MSC exosomes with high structural fidelity and colloidal stability, aligning with MISEV criteria. Although scalability remains a challenge, this method provides a critical foundation for translational studies. Future studies should prioritize functional assays in neurodegenerative models, cargo profiling, and comparative analyses with other MSC sources. This study advances exosome research toward clinical-grade applications, bridging gaps in regenerative medicine and therapeutic development.

Keywords: Exosomes, Mesenchymal stem cells (MSCs), Ultracentrifugation, Regenerative medicine, Neurodegenerative diseases, Translational research

Highlights

  • A reproducible protocol was introduced for isolating high-quality UC-MSC-derived exosomes.

  • The method achieved a high exosomal protein yield (~1098 μg/mL).

  • The isolated exosomes showed a uniform nanoscale size (~121 nm) with low polydispersity.

  • Exosomal identity was confirmed by CD9/CD63 positivity and absence of calnexin.

Plain Language Summary

Exosomes are tiny particles released by cells that can carry proteins and genetic messages between cells. Since they are naturally occurring and can cross biological barriers, exosomes can be used as safe delivery vehicles for new medical treatments, especially for brain disorders. However, producing exosomes in a reliable, pure, and concentrated form is difficult, which slows down their medical use. This study developed and tested a step-by-step laboratory method to grow human umbilical cord stem cells and to consistently collect exosomes from them. We examined the particles’ shape by electron microscopy, measured their size and stability, assessed their protein content, and tested for common exosome markers (CD9 and CD63), while confirming the absence of a contamination marker (calnexin). The method produced a high protein yield of exosomes (about 1098 μg/mL per flask), a uniform particle size with a peak at near 121 nm, and a stable electrical charge—features that together indicate the preparation is concentrated, uniform, and low in contamination. Having a standardized, reproducible method makes it easier for other labs and companies to compare results, test the therapeutic effects of exosomes, and move promising exosome-based treatments toward patient trials. Although larger-scale production still needs work, this protocol provides a solid, practical foundation for future research and potential clinical use.

Introduction

Exosomes, extracellular vesicles with nanometer dimensions (30–150 nm), are known as key messengers in intercellular communication that regulate physiological balance in the body by transporting biological molecules such as proteins, ribonucleic acids (RNAs), and lipids (Miron & Zhang, 2024; Xiong et al., 2024; Yadav et al., 2024). In the last decade, these particles have become one of the great hopes in regenerative medicine and the treatment of neurodegenerative diseases, such as Alzheimer’s and Parkinson’s diseases, due to their unique capabilities in repairing damaged tissues and modulating inflammatory responses (Hussen et al., 2024; Nouri et al., 2024). Studies have shown that exosomes can act as natural carriers for the delivery of therapeutic agents and provide a new approach to targeted therapy by crossing biological barriers, such as the blood-brain barrier (Bai et al., 2025; Jiao et al., 2024; Yadav et al., 2024). These features have placed exosomes in the spotlight of advanced research and highlighted the need to develop efficient methods to exploit their therapeutic potential.

Among the diverse sources of exosomes, umbilical cord-derived mesenchymal stem cells (UC-MSCs) have gained a particular prominence due to their exceptional properties. The advantages of these cells over other MSC sources, including non-invasive access and low immunogenicity, make them an attractive option for clinical applications (Li et al., 2015). With their high proliferative capacity, potent anti-inflammatory properties, and ability to secrete regenerative factors (Jin et al., 2013), these cells are considered an ideal source for exosome production (Cui et al., 2024). Exosomes extracted from UC-MSCs contain neuroprotective microRNAs and proteins that play critical roles in tissue repair and the reduction of inflammation (Kang & Guo, 2022; Luan et al., 2024). These advantages have made UC-MSCs the focus of emerging research in exosome-based therapies.

Despite the high therapeutic potential of exosomes, several obstacles remain in translating this technology into clinical applications. Standard isolation methods, such as ultracentrifugation, polymer precipitation, and size exclusion chromatography (SEC), are often associated with problems, such as protein contamination, reduced purity, and loss of structural integrity of exosomes (Akbar et al., 2022; Chen et al., 2022; Jia et al., 2022). Furthermore, the lack of universal standards for the characterization and evaluation of exosomes makes it challenging to compare results across different studies and slows the progress of translational research (Yadav et al., 2024; Yin et al., 2024). These challenges not only affect the quality of therapeutic exosomes but also reduce confidence in their clinical applications (Lee et al., 2024). Therefore, there is a growing need for a standardized and reliable protocol.

This study introduces the first standardized protocol compliant with the minimal information for studies of extracellular vesicles (MISEV) guidelines (Théry et al., 2018; Welsh et al., 2024; Zhang et al., 2024), specifically developed for the efficient isolation of high-quality exosomes from UC-MSCs, addressing the critical need for optimized methods tailored to this unique cell source. Thus, we established a reproducible and standardized method to provide a solid foundation for translational research and pave the way for the development of novel exosome-based therapies for regenerative medicine and neurodegenerative diseases.

Materials and Methods

Culture and characterization of UC-MSCs

UC-MSCs at passage 3 were obtained from the bio-bank of Mashhad University of Medical Sciences and frozen in liquid nitrogen. The cells were thawed by placing the vial in a 37 °C water bath for 1 minute. The contents of the vial were immediately transferred to T75 flasks containing alpha-minimum essential medium (MEM) (Gibco, USA) culture medium supplemented with 10% fetal bovine serum (FBS) (Gibco, USA), 1% penicillin/streptomycin (Sigma-Aldrich, USA), and 1% L-glutamine (Gibco, USA). The total volume of culture medium in each flask was limited to 10 mL, and the cells were maintained in an incubator at 37 °C, 95% humidity, and 5% CO2. The cell culture medium was changed every 48–72 h. Before cell passage, flow cytometry was performed on mesenchymal cells to characterize positive (CD90, CD44) and negative (CD45, CD11b) markers. To assess the expression of these positive and negative markers, approximately 1×106 UC-MSCs were collected and washed with cold phosphate-buffered saline (PBS) to remove any residual culture medium. The cells were then resuspended in PBS containing 2% FBS and maintained at 4 °C. To reduce non-specific binding, they were blocked in PBS with 5% FBS for 15 minutes at 4 °C. Following the blocking step, the cells were incubated with fluorophore-conjugated antibodies targeting CD90, CD44, CD45, and CD11b (BD Biosciences, USA) in a final volume of 100 μL for 30 minutes at 4 °C in the dark. After incubation, the cells were washed twice with PBS containing 2% FBS to remove any unbound antibodies. Finally, the cells were resuspended in PBS with 2% FBS, and at least 10,000 events per sample were recorded using a flow cytometer (BD FACSCanto II). The data were analyzed using FlowJo software, with gating established using unstained controls. After reaching 80%–90% confluence, cells were detached from the bottom of the flask with 0.25% trypsin-ethylenediaminetetraacetic acid (EDTA) (Gibco, USA) (for 1–3 min) and neutralized by adding medium (for passage). After reaching >80% confluence at passage 4, the cell culture medium was replaced with FBS-free medium (48 h before the exosome extraction process began), and cell compliance was assessed for spindle morphology and adhesion within 24–48 h. Cell viability was confirmed by trypan blue (Gibco, USA) exclusion (≥95%).

Exosome isolation

After the cells were prepared for exosome isolation, the supernatant was poured into five sterile falcon tubes (14 mL per falcon, total 70 mL) and subjected to sequential centrifugation steps to remove cellular debris. This process included centrifugation cycles at 2000×g for 10 min, 5000×g for 20 minutes, and 10000×g for 30 minutes (fixed-angle rotor), all performed at 4 °C. In this process, exosomes and other small particles, such as microvesicles (~100–1000 nm), remain floating in the medium, while the debris settles to the bottom of the falcons. Accordingly, after each centrifugation, the medium at the bottom of the falcons (2 mL per falcon) was discarded, and the upper medium was transferred to new falcons. After completing the centrifugation steps, the remaining supernatant (40 mL) was passed through a 0.22-micron syringe filter (Millipore, USA) to remove residual particles and possible contaminants. Then, the supernatant was poured into five sterile ultracentrifuge falcons (8 mL each). For the final separation of exosomes and their concentration, the sample was subjected to two consecutive ultracentrifuges at 100,000×g for 70 minutes at 4 °C to sediment the exosomes at the bottom of the falcons in a Beckman Coulter Optima (fixed-angle rotor). After the first time, the supernatant was completely removed, and an equal volume of sterile PBS was added to the falcons, and they were subjected to ultracentrifugation for a second time. Finally, all PBS in the falcons was removed, and the exosome pellet was washed by adding sterile, filtered PBS (with a 0.22-micron syringe filter), again to a total of 300 μL per falcon (1.5 mL), and used for the continuation of the research processes.

Exosome characterization

Bicinchoninic acid (BCA) assay

The total protein content of exosomes was measured using a BCA protein assay kit (Pars Toos, Iran) according to the manufacturer’s protocol. Exosomal samples were mixed with BCA reagent in a 96-well microplate and incubated for 60 minutes at 37 °C. Finally, the optical absorbance at 562 nm was measured using a NanoDrop 2000 spectrophotometer (Thermo Fisher Scientific, USA), and the total protein concentration was calculated from the standard curve.

Transmission electron microscopy (TEM) analysis

Exosomes were fixed in 2% paraformaldehyde solution (Merck, Germany), adsorbed onto Formvar-carbon-coated grids, and negatively stained with 2% uranyl acetate (Electron Microscopy Sciences, USA). Their morphology and size were examined using a JEOL JEM-1400 Flash transmission electron microscope (JEOL, Japan) at 80 kV.

Dynamic light scattering (DLS) measurements

The size distribution and zeta potential were measured using a Horiba Scientific SZ-100 nanoparticle analyzer (Horiba Ltd., Kyoto, Japan). The samples were diluted 1:100 in PBS and analyzed at 25 °C. Figure 1 summarizes the steps involved in exosome isolation and characterization.

Figure 1.

Figure 1.

From cell culture to exosome characterization

Western blot analysis

Exosomal protein and UC-MSC whole-cell lysate protein were mixed with 4× Laemmli sample buffer, boiled for 5 min, and loaded onto 10% sodium dodecyl sulfate–polyacrylamide gel electrophoresis (SDS–PAGE) gels. Proteins were separated at 120 V for 90 minutes and transferred onto polyvinylidene difluoride (PVDF) membranes (Immobilon-P, Millipore) at 100 V for one h in transfer buffer (25 mM Tris, 192 mM glycine, 20% methanol). Membranes were blocked with 5% non-fat dry milk in tris-buffered saline with 0.1% Tween® 20 detergent (TBST) for one h at room temperature. Blots were then incubated overnight at 4 °C with the following primary antibodies diluted in blocking buffer: Anti-CD9 (1:1,000; Abcam, ab92726), anti-CD63 (1:1,000; Abcam, ab8219), and anti-calnexin (1:2,000; Cell Signaling Technology, #2679). After three washes in TBST (5 min each), membranes were incubated for 1 h at room temperature with HRP-conjugated secondary antibodies (anti-mouse IgG–HRP or anti-rabbit IgG–HRP, 1:5,000; Invitrogen). Following three additional TBST washes, bands were visualized by enhanced chemiluminescence (electrochemiluminescence [ECL] Western Blotting Substrate, Thermo Fisher) and imaged using a gel documentation system (Bio-Rad ChemiDoc).

Results

Morphological progression of UC-MSCs

In passage 3, mesenchymal cells derived from the umbilical cord exhibited a distinct fibroblastic morphology and exhibited strong adherence to the substrate. As cell density increased, it became evident that subculturing was necessary. Following reseeding, the initial passage of four cultures showed uniform cell distribution, indicative of successful proliferation. By the end of passage 4, the cultures reached approximately 80% confluence. At this stage, the cells were transferred to a medium devoid of FBS to prevent contamination from serum-derived vesicles and to improve the yield and purity of the subsequently isolated exosomes (Figure 2).

Figure 2.

Figure 2.

Morphology of umbilical-cord-derived mesenchymal cells through successive passages

A) Cells at the end of passage 3, exhibiting typical fibroblastic morphology and firm adhesion, B) Cells immediately prior to subculture, illustrating increased density and the necessity for passaging, C) Early passage 4, showing a uniform distribution of cells following replating; D) Approximately 80% confluence at the end of passage 4, indicating readiness for transfer into fetal bovine serum (FBS)-free medium for exosome isolation

Characterization of surface markers of UC-MSCs using flow cytometry

Flow cytometry analysis was performed to investigate the surface characteristics of UC-MSCs. The results showed that the cells expressed high levels of mesenchymal-specific markers, such as CD90 and CD44, while the hematopoietic markers CD45 and CD11b were not expressed. Flow cytometry images confirmed these results and indicated the mesenchymal nature of the cells (Figure 3).

Figure 3.

Figure 3.

Phenotypic characterization of UC-MSCs

A) The expression of the UC-MSC surface marker CD90-PE (FL-2), B) CD44-PerCp expression (FL-3), C) The absence of expression for CD45-FITC (FL-1), D) The absence of expression for CD11b-APC (FL-4)

Exosomal protein quantification using the BCA assay

Conditioned media from seven identical T75 flasks were pooled prior to exosome isolation. Based on the linear regression equation (R2=0.9908), the total protein concentration of the pooled exosome sample was approximately 7687.5 μg/mL, corresponding to an average yield of about 1098.2 μg/mL per T75 flask. This concentration provided sufficient exosomal protein for downstream functional experiments.

Morphological characterization of exosomes using TEM

TEM revealed a spherical or cup-shaped morphology and a distinct bilayer membrane in the extracted exosomes. The exosomes ranged in size from 30–150 nm, consistent with the expected size of these extracellular vesicles. The images confirmed the characteristic exosomal structure and intact membrane, indicating the high purity of the extracted samples (Figure 4).

Figure 4.

Figure 4.

TEM images confirming the classical morphology of exosomes, scale bar: 100 nm

Determination of size and zeta potential of exosomes by DLS

DLS offered three complementary perspectives on the size distribution of exosomes (Figure 5). The number-weighted distribution (Figure 5A) identified a prominent peak at 121.3±23.7 nm, signifying the most prevalent particle size by count. The volume-weighted distribution (Figure 5B) supported this observation, indicating that particles of this size constitute the most significant portion of the total sample volume. The intensity-weighted distribution (Figure 5C) further validated the presence of a monodisperse population, with a polydispersity index (PDI) below 0.3, indicating high uniformity and minimal aggregation. These DLS profiles confirmed the consistency and appropriateness of the isolated exosomes for subsequent functional assays. Zeta-potential assessments were conducted in duplicate to evaluate the surface charge and colloidal stability of the isolated exosomes (Figure 6). The initial analysis (Figure 6A) revealed that the exosomes had a mean zeta potential of −37.3 mV, indicating a stable population of negatively charged vesicles. The confirmatory replicate (Figure 6B) produced a highly consistent mean value of −43.8 mV. Collectively, these findings illustrate a reproducible negative surface charge, associated with a low tendency to aggregate and suitability for subsequent functional assays.

Figure 5.

Figure 5.

DLS analysis of UC-MSC–derived exosomes

A) Number-weighted size distribution, highlighting the predominant particle diameter, B) Volume-weighted size distribution, showing the relative volume contribution across size classes, C) Intensity-weighted size distribution, reflecting the relative scattering intensity and confirming sample monodispersity

Figure 6.

Figure 6.

Zeta-potential analysis of UC-MSC–derived exosomes (two independent replicates)

Western blot validation of exosomal markers

As shown in Figure 7, CD9 and CD63 were readily detected in both exosome replicates, while calnexin was absent from exosomal lanes and present only in the UC-MSC cell lysate. This confirmed successful enrichment of vesicular markers and negligible endoplasmic reticulum contamination, fulfilling MISEV guidelines for protein marker validation.

Figure 7.

Figure 7.

Western blot analysis of exosomal and cellular markers

Note: Lane 1 (left side) corresponds to the whole cell lysate (cell), and lanes 2 (middle) and 3 (right side) represent two technical replicates of exosomes (exosomes 1 and exosomes 2) isolated from the same batch of UC-MSC-conditioned medium.

Discussion

The present study aimed to develop a standardized protocol, based on the MISEV guidelines, for isolating and characterizing therapeutic-grade exosomes from UC-MSCs. Our study offers a robust and reproducible approach for isolating exosomes from UC-MSCs, combining differential centrifugation and ultracentrifugation with advanced characterization techniques, including TEM, DLS, and BCA. This integrated strategy effectively overcomes common limitations, such as low purity and compromised vesicle integrity, while highlighting the favorable physicochemical properties and therapeutic relevance of the isolated exosomes—an important step toward their clinical application.

A common challenge in studies of stem cell-derived exosomes is the heterogeneity of cell sources (Hassanzadeh et al., 2021). To ensure the quality, safety, and efficacy of cell-based therapies, the International Society for cell and gene therapy considers it necessary to confirm cell purity using specific markers (Guadix et al., 2019). In our study, UC-MSCs were characterized by flow cytometry, which confirmed their mesenchymal identity through the presence of CD90 and CD44, and the absence of hematopoietic markers CD45 and CD11b. Furthermore, standardizing exosome studies requires well-defined, contamination-free culture conditions (Abramowicz et al., 2018; Wang et al., 2024). To reduce the risk of exogenous vesicle contamination, this study employed FBS-free culture media prior to exosome isolation. These findings align with recent studies, Highlighting the importance of quality control in MSC preparation (Krishnan et al., 2025; Wang et al., 2024).

In the next step, TEM and DLS were used to confirm the quality of the isolated exosomes, including morphology, size distribution, and colloidal stability. Following established standards, the simultaneous use of TEM and DLS as complementary methods enabled a more detailed analysis of the sample’s physical properties (Rupert et al., 2017). TEM provided high-resolution morphological details, while DLS confirmed the particle size distribution in the dispersing medium and minimized the risk of particle aggregation for potential therapeutic applications (Khodabandehloo & Chen, 2017). Using the differential centrifugation and ultracentrifugation protocol enabled the efficient sample isolation without damaging their structure, thereby reducing errors caused by sample heterogeneity. These findings are consistent with previous studies (Ishii et al., 2023; Muller et al., 2014; Patel et al., 2019; Tieu et al., 2020). In the context of the MISEV guidelines, Ishii et al. emphasized that combining imaging methods, such as TEM, with dynamic analysis, such as DLS, is essential to confirm the morphological uniformity and size distribution of exosomes (Ishii et al., 2023). Similarly, Muller et al. showed that the simultaneous use of ultracentrifugation and differential centrifugation increases the isolation efficiency of plasma-derived exosomes without destroying the vesicle structure (Muller et al., 2014). Furthermore, Tieu et al. noted in a systematic review that differential centrifugation-ultra-centrifugation-based protocols, despite their simplicity, can yield samples of sufficient purity for functional studies, especially when used in conjunction with TEM/DLS confirmation (Tieu et al., 2020). Patel et al. observed a significant reduction in particle aggregation in samples processed by ultracentrifuge. They concluded that this was likely due to the preservation of colloidal stability during the isolation process (Patel et al., 2019). This convergence across studies supports the validity of the present methodology and underscores the importance of using multiple analytical standards in exosome characterization. Moreover, Western blot analysis confirmed robust detection of canonical exosomal markers CD9 and CD63 in both vesicle replicates, while calnexin was undetectable in these fractions, demonstrating negligible endoplasmic reticulum contamination. This orthogonal protein-based validation complements our TEM and DLS characterizations, fully satisfying MISEV criteria and reinforcing the purity and reproducibility of the UCMSC exosome isolation protocol.

The BCA assay revealed a high protein concentration in exosomes, sufficient for functional studies. However, recent studies have shown that the typical protein concentration of exosomes extracted by standard methods, such as ultracentrifugation and size-exclusion chromatography (SEC), is below or approximately 1000 μg/mL (Alameldin et al., 2021; Bok et al., 2024; Guan et al., 2020). The most critical reason for these differences may lie in variations in cell number (or final cell flasks and their volume) and supernatant pooling, which linearly increases the number of exosomes and associated proteins, especially if the final extraction volume is small (Ferguson & Nguyen, 2016; Théry et al., 2006). However, accurate identification of protein content requires more advanced proteomic analyses, such as mass spectrometry, to ensure the absence of contaminants, such as apolipoproteins or albumin (Yi et al., 2024). This is especially critical in studies aimed at therapeutic use of exosomes, as impurities can affect their efficacy and/or safety.

Despite this protocol’s strengths, some limitations should be considered. This protocol is effective for research purposes, but scaling up production for clinical applications is challenging, as ultracentrifugation methods require expensive, time-consuming equipment (Ansari et al., 2024). Although the physical and biochemical properties of exosomes have been characterized, the lack of functional data in specific disease models, such as neurodegenerative disorders, is a limitation. Future studies should evaluate the efficacy of these exosomes in modulating inflammation or tissue repair. This study did not provide an in-depth analysis of the molecular cargo of exosomes (such as miRNAs, proteins, and lipids), as detailed knowledge of these components is essential for the design of targeted therapies. This study focused exclusively on UC-MSCs, and comparisons with exosomes derived from other MSC sources, such as bone marrow or adipose tissue, are crucial to identify the most suitable source for specific applications. The transfer of exosomes to the clinical stage requires compliance with stringent regulatory requirements that were not addressed in this study. Standardizing manufacturing processes and conducting safety assessments are key challenges. To improve this protocol and accelerate the clinical translation of exosomes, exploring alternative methods, such as tangential flow filtration or bioreactor use, could increase production yields without compromising quality (Ma et al., 2024).

Conclusion

This study provides a standardized protocol for the isolation and characterization of therapeutic-grade exosomes from UC-MSCs, addressing key challenges in terms of purity, reproducibility, and identification. The high-concentration exosomes produced by this method have significant potential to advance regenerative medicine and treat neurodegenerative diseases, providing a solid foundation for translational research. However, to fully assess their clinical potential, further improvements are needed in areas, such as scalability, functional validation, and regulatory compliance.

Acknowledgments

The authors extend their appreciation to the technical and administrative staff of the Department of Neuroscience, Mashhad University of Medical Sciences, for their invaluable assistance. They thank colleagues and collaborators for their insightful feedback and contributions to this work.

Footnotes

Ethical Considerations

Compliance with ethical guidelines

This study was approved by the Ethics Committee of Mashhad University of Medical Sciences, Mashhad, Iran (Code: IR.MUMS.AEC.1402.004).

Funding

This article was taken from the PhD dissertation of Amir Bavafa, approved by the Department of Neuroscience, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran (tracking code: 4012020). This study was financially supported by Mashhad University of Medical Sciences, Mashhad, Iran.

Authors’ contributions

Conceptualization, writing the original draft, and funding acquisition: Amir Bavafa and Fatemeh Forouzanfar; Methodology: Amir Bavafa, Ali Sepehrinezhad and Sajad Sahab-Negah; Investigation and resources: Amir Bavafa and Ali Sepehrinezhad; Review and editing: Ali Sepehrinezhad, Sajad Sahab-Negah, Fatemeh Forouzanfar, and Ali Gorji; Supervision: Ali Sepehrinezhad, Fatemeh Forouzanfar, Sajad Sahab-Negah, and Ali Gorji.

Conflict of interest

The authors declared no conflict of interest.

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