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Review

The Top 100 Most Cited Articles on Platelet-Rich Plasma Use in Regenerative Medicine—A Bibliometric Analysis—From the ESSKA Orthobiologic Initiative

by
Anouck Coulange Zavarro
1,
Laura De Girolamo
2,
Lior Laver
3,4,5,
Mikel Sánchez
6,7,
Thomas Tischer
8,
Giuseppe Filardo
9,10,11,
Florence Sabatier
1,12,13 and
Jérémy Magalon
1,12,13,*
1
Cell Therapy Department, Hôpital de la Conception, Assistance Publique des Hôpitaux de Marseille (AP-HM), INSERM CIC BT 1409, 13005 Marseille, France
2
Orthopaedic Biotechnology Laboratory, IRCCS Istituto Ortopedico Galeazzi, 20161 Milan, Italy
3
Department of Orthopaedics, Hillel Yaffe Medical Center (HYMC), Hadera 38100, Israel
4
Arthrosport Clinic, Tel-Aviv, Israel
5
Rappaport Faculty of Medicine, Technion University Hospital, Israel Institute of Technology, Haifa 32000, Israel
6
Arthroscopic Surgery Unit, Hospital Vithas Vitoria, 01008 Vitoria-Gasteiz, Spain
7
Advanced Biological Therapy Unit, Hospital Vithas Vitoria, 01008 Vitoria-Gasteiz, Spain
8
Department of Orthopaedic Surgery, University of Rostock, 18051 Rostock, Germany
9
Service of Orthopaedics and Traumatology, Department of Surgery, EOC, 6900 Lugano, Switzerland
10
Faculty of Biomedical Sciences, Università della Svizzera Italiana, 6900 Lugano, Switzerland
11
Applied and Translational Research Center, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy
12
INSERM, INRA, C2VN, Aix Marseille Univ, 13005 Marseille, France
13
SAS Remedex, 13008 Marseille, France
*
Author to whom correspondence should be addressed.
Bioengineering 2022, 9(10), 580; https://doi.org/10.3390/bioengineering9100580
Submission received: 7 September 2022 / Revised: 4 October 2022 / Accepted: 11 October 2022 / Published: 19 October 2022
(This article belongs to the Special Issue Advances in Autologous PRP Therapy)

Abstract

:
Over the past few decades, more and more articles about platelet-rich plasma (PRP) use in regenerative medicine have been published. The aim of this study was to determine which articles have been most influential in this field by identifying and analyzing the characteristics of the 100 most cited articles. Articles on the use of PRP in regenerative medicine were identified via the Thomson ISI Web of Science database. A majority of the articles originated from the USA (36%). The top journal in terms of number of articles was American Journal of Sports Medicine (12%). Musculoskeletal system and orthopedics (54%) were the most popular fields of applications. Preclinical studies were the most represented study type, from which only 8 from 46 (17.4%) provided a complete numerical description of the injected product. Analysis showed a time-dependent trend of increasing quality of the clinical studies (p = 0.004), although none of them provided a complete biological characterization of the injected PRP. This study demonstrated that the use of PRP in regenerative medicine is a growing and popular area of research, mainly focused on orthopedic applications. Studies on PRP-derived exosomes, biological characterization, and correlation with clinical results might be areas of future trends.

Graphical Abstract

1. Introduction

Regenerative medicine is the branch of medicine that develops methods to regrow, repair, or replace diseased and injured cells, tissues, or organs. This field has shown intense expanse and evolution in the past four decades [1]. These variable regenerative medicine therapies can be sorted according to their complexity of manufacturing process: on one hand, gene therapy [2], stem cells [3], or bioprinted tissues, which present more complex procedural steps [2,3,4], and on the other hand, “point of care” autologous therapies involving adipose tissue (nanofat [5], stromal vascular fraction [6]), bone marrow concentrate [7], and platelet-rich plasma (PRP) [8], which are easier to obtain and save time [6,7,8] to manufacture. This last one has emerged as a popular and promising treatment modality in regenerative medicine. PRP is an autologous biological product containing numerous bioactive proteins such as growth factors (IGF, TGF, VEGF, PDGF, etc.), cytokines, and chemokines, which have the potential to play therapeutic roles in a variety of treatments, including musculoskeletal conditions, gynecology, urology, plastic surgery, ophthalmology, and dermatology, while its production remains easy, fast, and quite cheap to set up [9,10,11]. Indeed, PRP is simply obtained by the centrifugation of anticoagulated whole blood, allowing separation of plasma and platelets and having the lowest densities compared to red blood cells (RBCs) and leukocytes. Different authors have classified PRP based on the presence or not of leukocytes, defining leukocytes as rich in PRP if their concentration is higher in PRP compared to whole blood or pure PRP in the opposite case [12,13,14,15]. This differs from Platelet-rich Fibrin (PRF), corresponding to a fibrin matrix whose structure traps platelets and their cytokines, which is obtained after centrifugation of non-anticoagulated blood [16]. Historically, PRP therapy was first described as a surgical adjuvant. Robert Marx is a maxillofacial surgeon who is considered the pioneer of this therapy and defined PRP as ‘‘a volume of autologous plasma that has a platelet concentration above baseline’’ [17].
Thanks to news media reporting the use of PRP products by elite athletes and celebrities [18], it has become a popular procedure over the last few years. A growing number of manual and mechanical procedures have been developed by manufacturers to produce PRP, with about 50 different kits currently available on the market [19]. Despite the popularity and massive use of PRP in regenerative medicine, medical practices remain heterogeneous, limiting its adoption as a standard of care in therapeutic strategies [20]. Several recommendations [21,22,23,24] and classifications [12,13,14,15,21,25,26] have emerged, encouraging both standardization and characterization of the injected biological products.
Due to the complexity of this field and the heterogeneity in clinical practice, the goal of this article is to identify the 100 most-cited articles published concerning the use of PRP in regenerative medicine that have made key contributions to the field, describing the characteristics of articles, providing a reference for better comprehending the worldwide research, and highlighting potential directions for use in regenerative medicine.

2. Materials and Methods

2.1. Collection and Allocation of Articles

We searched for all relevant articles on the use of PRP in regenerative medicine by using the Thomson ISI Web of Science database including Web of Science Core Collection, MEDLINE, KCI-Korean Journal Database, Russian Science Citation Index, BIOSIS Citation Index, and SciELO Citation Index. Two researchers (ANONYMIZED) independently identified articles for inclusion to enhance the search sensitivity. The keywords used were “platelet-rich plasma” OR “plasma rich in growth factors (PRGF)” AND “regenerative” AND “medicine”. The search was performed on 9 January 2022, and yielded 9073 results in total, which contained all articles published since 1950. Filtering via “journal articles and reviews”, the search resulted in 8311 documents.
The suitability for inclusion was assessed according to the following criteria: original articles (both preclinical and clinical), meta-analyses, systematic reviews, and classifications, whose subject was mainly the use of PRP or PRGF in regenerative medicine field. Articles concerning the use of platelets concentrate as culture media and the use of blood-derived products different from PRP and PRGF were excluded from the analysis.
Selected articles were ranked by the number of citations, with the exclusion of articles with <110 citations to reduce the workload. We sorted 561 results in descending order according to the total citations. The two independent investigators evaluated the articles for their relevance to the use of PRP within the regenerative medicine field, and articles were selected based on title and abstract. Articles whose subjects were the use of platelet-rich fibrin or the use of platelets for different purposes than regenerative medicine, systematic reviews about regenerative medicine, or when PRP was a minor topic were removed. Any disagreements were discussed between two authors until a consensus was reached. After the review of all included studies, 219 articles remained. These articles were arranged according to number of citations, and the top 100 most cited articles were included in the final analysis.
Since the most recent papers had less time to accumulate citations and to enter the top 100, a further search was performed to overcome this time limit and identify the most promising articles among the latest publications on PRP use in regenerative medicine. As the most recent article from the top 100 was published in 2017, articles published between 2013 and 2017 were analyzed. Among them, a threshold was defined as the minimum number of citations obtained in the first 5 years after their publication. Application of this threshold selected 11 promising articles among the 119 articles reaching inclusion criteria of the study and not yet listed as top 100 articles (Figure 1). The title and abstract were used by the investigators to categorize the themes and type of each article. The themes were (1) biology, (2) cosmetic/plastic surgery, (3) dentistry/maxillofacial surgery, (4) dermatology, (5) musculoskeletal system/orthopedics, and (6) manufacturing. The types were (1) preclinical studies, (2) clinical studies, (3) meta-analyses, (4) reviews, and (5) classifications that were relevant to any aspect of PRP use in regenerative medicine.

2.2. Data Extraction

All the selected articles were reviewed independently by the same two authors. The following information was listed for all articles: title, authors name, journal name, year of publication, impact factor of the journal in 2020 (Journal Citation Report or using internal software from an ANONYMIZED hospital when information was not available in the first database), total number of citations of the article, average citations per year (ACY), geographic origin and institutions/corporations of the first author, research theme, and article type. When the first author had more than one affiliation, the department, institution/corporation, and country of origin were reported for each of the affiliations. Subject of investigation was assessed for pre-clinical studies, whereas the following data were collected for clinical studies: indications, number of patients treated in the included studies, mean follow-up, and study design. The level of evidence was first reported from the publishing journal or determined using the Oxford Centre for Evidence-Based Medicine (OCEBM) if it was not [27].
The biological characterization of whole blood and/or PRP was reported for pre-clinical and clinical studies excluding reviews, meta-analyses, and letters. Complete characterization was defined when authors provided biological data on platelets, red blood cells (RBC), and leukocytes concentration both in whole blood (WB) and PRP, and data for at least one growth factor within PRP. Incomplete characterization was defined at least by available data on platelets count in PRP. The absence of biological characterization was reported when none of the above parameters were mentioned in the publication.
An additional assessment of methodological quality of clinical studies was performed using a modified Coleman methodology score (CMS) [28]. Part A was reduced to five parameters for a total of 45 points, and Part B was reduced from 40 to 20 points (Table 1).

2.3. Statistical Analysis

The Shapiro–Wilk test was used to test the distribution of individual variables for normality. Data are presented as mean and standard deviation, followed by median and ranges (minimum–maximum), whereas figures are presented using median and ranges. The Kruskal–Wallis test was used to test for differences involving skewed data. The Mann–Kendall trend test was used to test for time-dependent trends. A p-value < 0.05 was considered to indicate a statistically significant difference. Statistical analysis was performed via GraphPad Prism, version 9.3.1 (GraphPad Software, San Diego, CA, USA), and XLStat for Excel (Addinsoft, Paris, France/Okayama, Japan/New York, NY, USA).
The citation rank corresponds to the article’s rank based on the total number of citations. The average citation per year (ACY) is the mean number of citations per year since the paper has been published. The mean and standard deviation of total number of citations and ACY do not include decimal value, whereas impact factor includes one decimal value.

3. Results

The 100 most cited articles arranged by citation rank are shown in Appendix A, Table A1. The total number of citations was 31,000 (mean ± SD; median (min—max) = 310 ± 232; 249 (173—1879)), including 2562 citations for articles published in the 1990s, 18,267 citations (315 ± 226; 262 (174—1255)) in the 2000s, and 10,171 citations (255 ± 80; 224 (173—515) in the 2010s. Of note, eight articles were cited >500 times.
The Shapiro–Wilk test and the Kolmogorov–Smirnov test both indicated an abnormal distribution of the citation data for all studied parameters (article type, article theme, institutions or corporations, level of evidence).

3.1. Characteristics of the Top 10 Most Cited Articles

The top ten most cited articles by number of total citations are listed in Appendix A, Table A2. The mean number of total citations was 853 ± 438 (median (min—max) = 741 (421—1879)). The article classified number ten had 421 citations. The ACY ranged from 20.05 to 75.16. Most of these articles (n = 6) were published between 2000 and 2009.
The first two articles were both published by Robert Marx et al. The article with most overall citations (n = 1879) involved the PRP use in mandibular continuity reconstructions due to oral cancer and was published in Oral Surgery, Oral Medicine, Oral Pathology, Oral Radiology, and Endodontics Journal in 1998. This paper reported the results of a randomized controlled trial in which 88 patients received cancellous marrow bone graft with or without PRP.
The second top-cited article (n = 1255) was published in the Journal of Oral and Maxillofacial Surgery in 2004. In this review, Robert Marx provided a definition of PRP and collected data concerning its mechanism of action, safety, and therapeutic indications.
The third most cited article (n = 958) was published in Thrombosis and Hemostasis, in 2004 by Eduardo Anitua and colleagues in a review describing the beneficial therapeutic effects of autologous platelets in a wide range of clinical situation.
The article types were clinical studies (n = 3), reviews (n = 4), pre-clinical studies (n = 2), and one classification. Description and conclusions of the top ten most cited articles are presented in Appendix A, Table A2.

3.2. Characteristics of the Top 100 Most Cited Articles

The year of publication ranged from 1998 to 2017, and the majority of the articles were published in the 2000s (58%). The years with the greatest number of articles were 2012 (n = 13) and 2009 (n = 11), followed by 2011 (n = 9). The Mann–Kendall trend test showed an increasing trend between average citation per year and time (p < 0.001) (Figure 2).
The first author of the top 100 most cited articles originated from 17 different countries. The majority of the articles were from Western Europe (n = 46) and North America (n = 38). The country with the greatest number of published articles was the United States of America (USA) (n = 36) from which first authors were mainly affiliated to universities or corporations located in the states of New York (n = 9; Cornell University: n = 6, University of New York: n = 3) and California (n = 7; Stanford University: n = 4, University of California: n = 2, The Orthobiologic Institute: n = 1) and followed by Massachusetts (n = 4) and Illinois (n = 4). In Europe, the first author affiliation was located in Italy for 13 articles, with the Rizzoli Orthopedic Institute (Bologna, Metropolitan City of Bologna, Italy) (n = 8) and the University of Milano (n = 2) as the most productive. Other productive European countries included Spain (n = 11) and Germany (n = 7), from which Biotechnology Institute located in Vitoria (n = 6) and Johannes Gutenberg University located in Mainz (n = 3) were highly represented, respectively. The first author was affiliated with Japan in eight articles, making this country the most represented in Asia. Geographic origins and affiliations of the first authors from the 100 most cited paper are detailed in Figure 3 and Figure 4. A total of 11 researchers have published more than two publications as first author within the top 100 most cited articles (Table 2).
The most prolific authors were Eduardo Anitua from the Biotechnology Institute Corporation and Giuseppe Filardo from the Rizzoli Orthopedic Institute (n = 7 and n = 4, respectively). Isabel Andia from the Biotechnology Institute Corporation and PierMaria Fornasari from the Rizzoli Orthopedic Institute were the co-authors with the highest number of total publications (n = 10 and n = 8, respectively).
All the top-cited articles were published in 53 journals, led by AJSM (n = 12), followed by Arthroscopy and Journal of Orthopedic Research (n = 6 each), and Biomaterials (n = 5). The mean journal impact factor was 5.6 ± 8.1 (median (min—max) = 3.5 (0.4—56.3)) and was higher than 10 for five journals (9%), ranging from 6 to 10 for seven journals (13%). The most represented journals had an impact factor ranging from 3 to 6 (22 journals: 42%) or from 1 to 3 (17 journals, 32%). One journal had an impact factor below 1 (2 %), whereas no impact factor was reported for one journal (2%). The list of journals with a corresponding number of total citations is described in Table 3.
The top-cited articles were focused on seven disciplines: Musculoskeletal system/Orthopedics (n = 54), Dentistry/Maxillofacial surgery (n = 17), Biology (n = 8), Manufacturing (n = 6), Cosmetic/Plastic surgery (n = 6), Multiple (n = 5), and Dermatology (n = 4) (Figure 5).
The top-cited articles were categorized into “Preclinical Study” (n = 46), “Clinical Study” (n = 26), “Review” (n = 22), and “Classification” and “Meta-analysis” (n = 3 each) (Figure 6).
Preclinical studies include 32 in vitro studies, 11 in vivo studies, and three include both types of experiments (Table 4). The mean impact factor of journals in which clinical studies, preclinical studies, and reviews were published was 5.9 ± 10.4 (4.3 (1.2—56.3)), 4.8 ± 2.6 (3.6 (1.5—12.5)), and 5.8 ± 4.7 (3 (1.0—20.5)), respectively. The Kruskal–Wallis test showed significantly higher citations per article in reviews and classifications compared to meta-analysis (p = 0.0051), whereas no significant differences were found based on the themes (p = 0.16).
Evaluation of clinical studies design revealed an increase regarding the proportion of randomized clinical trial within the top 100 cited articles between 2010 and 2014 (Figure 7) that are mainly focused on musculoskeletal diseases (17 from 26 articles, Table 5).
Among the clinical studies and meta-analyses, the majority of them were level 1 evidence (n = 10, mean ± SD number of citations; median (min—max) = 240 ± 72; 217 (175—400)), followed by level 2 (n = 8; 514 ± 581; 215 (184—1879)), level 4 (n = 8; 260 ± 49; 246 (204—336)),) and level 3 (n = 3; 249 ± 65; 220 (204—324)). No significant difference regarding the total number of citations among the different levels of evidence of clinical studies and meta-analyses was found (p = 0.62) (Figure 8).
Regarding the biological characterization of PRP, only 8 (11%) from the 72 preclinical and clinical studies provided a complete biological characterization of the injected PRP. Interestingly, all these articles were preclinical studies. Overall, 48 publications (67%) provided an incomplete characterization of the PRP injected with systematic reporting of platelets concentration within PRP. Finally, 13 articles (18%) did not report any biological data about the quality of the PRP injected (Supplementary Table S1). The mean modified CMS was 27 ± 9 (median (min—max) = 28 (5—39)) for the 26 clinical studies from the top 100 most-cited articles (Supplementary Table S2). The results showed a time-dependent increasing trend of modified CMS for the top-cited clinical studies when using the Mann–Kendall trend test (p = 0.004) (Figure 9).

3.3. Most Recent and Promising Articles

The analysis of citations from the articles published from 2013 to 2017 among the top 100 cited articles allowed us to define a threshold of 80 citations in the five years following their publication to define the most promising articles. The second search, conducted on the 119 articles in accordance with inclusion criteria above the top 100 cited articles, allowed us to select a further 11 papers. These articles obtained from 81 to 160 citations in the first five years from publication (105 ± 23 (103 (81—160)).
These articles were preclinical studies (n = 4), clinical studies and meta-analyses (n = 3 each), and one review. Themes of articles were musculoskeletal system/orthopedics (n = 6), dermatology (n = 2), biology, dentistry/maxillofacial surgery, and multiple (n = 1 each). The mean impact factor of journals in which clinical studies, preclinical studies, and meta-analyses were published was 3.6 ± 2.9 (4.2 (0.52—6.2)), 7.9 ± 4.5 (8.9 (2.4—11.6)), and 6.0 ± 2.9 (4.8 (4.0—9.3)), respectively. The impact factor for the review was 13.6 (Table 6).
Modified CMS was 17, 39, and 26 for the most promising recently published clinical studies (Supplementary Table S2).

4. Discussion

In 1987, the first bibliometric article was published in Journal of American Medical Association (JAMA), launching a tradition for this type of article to be regularly published in scientific literature. Indeed, one way to measure the academic importance of an article is the rate at which the work is quoted or referenced by other authors’ number of citations, which remains a valuable measure of the impact of an article has on a specific topic. Despite its development and clinical use for over thirty years, PRP use has become increasingly popular in the past decade, particularly for treating musculoskeletal injuries.
However, its clinical efficacy remains a matter of debate in the scientific community due to contradictory results that have been published which limit its widespread use. In the context of this innovative and debated treatment, we provide a large bibliometric analysis on PRP use in regenerative medicine by ranking the top 100 articles by number of citations. Article types published until 2007 (n = 42) were represented by preclinical studies (62%), clinical studies (21%), and reviews (17%), whereas from 2008 to 2017 (n = 58) articles were represented by preclinical studies (34%), clinical studies (29%), reviews (26%), meta-analyses, and classifications (5% each) confirming the growing popularity and interest of PRP therapy for clinical use. The results of our bibliometric analysis confirm the position of Robert Marx as a pioneer in the field of PRP use in regenerative medicine (total number of citations of 3134). The American nationality of Marx probably created a wide enthusiasm and investment of North American researchers in this field, as first authors originate from USA make up 36% of the top 100 most cited articles. This aspect may have been reinforced by the important representation of this topic in the American Journal of Sports Medicine (12 from 100 articles).
Browsing through the top 100 list also shows that most articles fall into the use of PRP in the musculoskeletal system (54 from 100 articles), far ahead of the other themes studied.
Surprisingly, preclinical study was the category of most cited articles among the top 100 (n = 46), with a mean impact factor of 4.8 ± 2.6 (median (min—max) = 3.6 (1.5—12.5)). They also represent the only type of study providing a complete biological characterization (n = 8).
Comparatively, the 26 clinical studies listed among the top 100 cited articles reached a mean IF of 5.9 ± 10.4 (4.3 (1.2—56.3)), of which 15 provided at least biological data on platelet count within PRP, whereas 10 did not provide any data related to biological characteristics of the injected product. This lack of characterization of PRP is systematically reported as a weakness in the field [29,30,31,32,33], although three classifications published in 2009, 2012, and 2014, respectively, are listed in the top 100 cited articles. Our top 100 most cited articles show that only 30% of clinical studies are level 1, according to the OCEBM classification. As this classification does not take into account the biological characterization of the PRP, 62.5% of these level 1 studies did not provide any data concerning the product injected. The interest in using the modified CMS was therefore to refine these levels of evidence analyses and to provide more accurate results for clinical studies using PRP. Our analysis showed an overall increasing quality of the clinical studies over time based on the modified CMS. As PRP is a new therapy, and its use remains controversial, it is crucial that future clinical studies strive to provide the highest level of evidence, including both classical applications of the concept of evidence-based medicine [34,35,36] and systematic detailed descriptions of the protocol for obtaining PRP and its related quality controls. In our opinion, researchers should systematically report at least the erythrocyte, leukocyte, and platelet counts of the blood sample and the PRP and, if possible, associated growth factors, which constitute the identity card of the injected product and would make it possible to classify the type of PRP produced. Moreover, this systematic characterization of the PRP would allow establishing correlations between the injected dose of each cellular element and growth factors and the clinical outcome.
The second level of research of this study allowed us to identify promising articles not yet referenced within the top 100, following the methodology recently used by Franceschini et al. [37]. Interestingly, the two first articles were high-level preclinical studies both published in Theranostics (impact factor in 2020: 11.6) on the use of exosomes derived from PRP in diabetic and osteonecrosis rat models, which could be a popular area of research in the future. Indeed, extracellular vesicles (EVs) are the subject of increasing interest due to their ability to transfer biological content between cells. EVs, emitted in the extracellular space, circulate via the different fluids of the organism, and modulate locally or remotely the responses of the cells with which they have interacted [38]. Three meta-analyses (two in musculoskeletal system and orthopedics and one in dermatology) were also listed as promising articles, confirming the growing clinical interest of PRP use in medicine. The presence of four preclinical studies (two in vitro and two with both in vitro–in vivo experiments) in this selection of articles highlights the need for continuing to explore some unrecognized effects of PRP. Topics studied in the three clinical studies (two in musculoskeletal system and orthopedics, one in dentistry and maxillofacial surgery) were comparable to the most popular topics found in the top 100 cited articles.
Although more recent expert recommendations and biological classifications published since 2014 were not listed as promising articles, it is likely they will also reach a high level of citations in the coming years, as three of them already reached more than 50 citations with ACY higher than 10 and were only published in 2015, 2018, and 2020 [15,21,25]. Interestingly, detailed and rigorous biological characterization of whole blood and PRP for each injection performed both in clinical studies or in routine care is part of the American Academy of Orthopedic Surgeons (AAOS), International Society on Thrombosis and Hemostasis (ISTH), American Medical Society for Sports Medicine (AMSSM), and European Society of Sports Traumatology Knee Surgery and Arthroscopy (ESSKA) guidelines. This point is reinforced by the fact that journals of high scientific quality now require the inclusion of a dedicated checklist as a supplemental file and detailing the Minimum Information for Studies Evaluating Biologics in Orthopedics (MIBO), which contains nine items referring to PRP preparation [39,40]. Recommendations are not limited to the musculoskeletal field, as the Academy of International Regenerative Medicine and Surgery Societies (AIRMESS) recently published recommendations about the use of PRP in androgenetic alopecia and wound healing, also encouraging researchers to standardize the use of PRP [41]. It will be interesting to follow the influence of these recent recommendations on the future landscape of publications in these fields, whether will it increase the level of the publications (8 from the 26 clinical studies are level 1 with only 5/54 journals with an impact factor higher than 6) or will participate to a broader diffusion of PRP therapy.
Concerning the 22 reviews listed in the top 100 cited articles, they represent a total of 8410 citations. They mainly describe the mechanisms of action of PRP, detail the role of platelet growth factors, and summarize PRP clinical applications either in a broad way or in a dedicated field. Comparison with a similar bibliometric analysis in a larger field like orthopedic knee research published in 2014 allows us to understand that PRP use remains a small area of research (2640 citations vs. 1879 citations for the first article of the top 100, 47,653 total citations for the top 100 cited articles vs. 31,000, and 29 articles vs. 8 articles with more than 500 citations, respectively) [42]. A recent bibliometric analysis published in 2022 reported the most-cited PRP-related articles in the field of knee osteoarthritis [43], confirming the USA and AJSM as the most productive country and journal on the topic. Interestingly, four of the top five most-cited articles in this bibliometric analysis were present in the 100 we reported in this article. This is consistent with the fact that the majority of the clinical studies on the musculoskeletal system category from our bibliometric analysis were focused on knee osteoarthritis (10/17).
This study has limitations, such as the use of the 2020 impact factor, which is questionable but necessary to classify the different journals. Furthermore, a total number of citations as the first criterion of classification is not appropriate to evaluate the quality of the most recent articles and is not systematically synonymous with quality. However, this parameter remains one of the best and is more often used to evaluate the impact of an article over time, whether or not it brings a positive opinion to the scientific community.

5. Conclusions

In conclusion, this bibliometric analysis provides a valuable snapshot of articles that have attracted citations regarding the use of PRP in regenerative medicine. Periodic updates will be necessary to include more recent articles and measure the impact of recent recommendations. The present study revealed that the majority of the top-cited articles were represented by preclinical and clinical studies in the musculoskeletal system and orthopedics. Studies on PRP-derived exosomes, biological characterization, and correlation with clinical results might be areas of future trends.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/bioengineering9100580/s1, Table S1: Characteristics of the top-cited meta-analyses (level of evidence), preclinical studies (study design and characterization of platelet-rich plasma), and clinical studies (study design, level of evidence, Coleman methodology score (CMS) and characterization of platelet-rich plasma); Table S2: Modified Coleman methodology score (CMS) in top-100 and recent clinical studies.

Author Contributions

All authors contributed to the study’s conception and design. J.M. conceived and designed the work. A.C.Z., J.M., G.F., M.S., T.T., L.L., L.D.G. and F.S. performed material preparation, data collection, and analysis. The first draft of the manuscript was written by A.C.Z., and all authors commented on previous versions of the manuscript. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data is contained within the article or Supplementary Material.

Conflicts of Interest

Jeremy Magalon received an honorarium for educational support from FIDIA, HORIBA ARTHREX, and MACOPHARMA. Laura De Girolamo is a paid consultant for LIPOGEMS. These manufacturers had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.

Appendix A

Table A1. List of the 100 most cited articles in platelets-rich plasma use in regenerative medicine.
Table A1. List of the 100 most cited articles in platelets-rich plasma use in regenerative medicine.
RankPaperCountry
(1st Author)
ACYNo. of Citations
1Marx RE, Carlson ER, Eichstaedt RM, Schimmele SR, Strauss JE, Georgeff KR. Platelet-rich plasma: Growth factor enhancement for bone grafts. Oral Surg Oral Med Oral Pathol Oral Radiol Endod. 1998;85(6):638–646. Doi:10.1016/s1079-2104(98)90029-4USA75.161879
2Marx RE. Platelet-rich plasma: evidence to support its use. J Oral Maxillofac Surg. 2004; 62(4):489–496. Doi:10.1016/j.joms.2003.12.003USA66.051255
3Anitua E, Andia I, Ardanza B, Nurden P, Nurden AT. Autologous platelets as a source of proteins for healing and tissue regeneration. Thromb Haemost. 2004;91(1):4–15. Doi:10.1160/TH03-07-0440Spain50.42958
4Dohan Ehrenfest DM, Rasmusson L, Albrektsson T. Classification of platelet concentrates: from pure platelet-rich plasma (P-PRP) to leucocyte- and platelet-rich fibrin (L-PRF). Trends Biotechnol. 2009;27(3):158–167. Doi:10.1016/j.tibtech.2008.11.009Sweden61.36859
5Eppley BL, Woodell JE, Higgins J. Platelet quantification and growth factor analysis from platelet-rich plasma: implications for wound healing. Plast Reconstr Surg. 2004;114(6):1502–1508. Doi:10.1097/01.prs.0000138251.07040.51USA39.53751
6Foster TE, Puskas BL, Mandelbaum BR, Gerhardt MB, Rodeo SA. Platelet-rich plasma: from basic science to clinical applications. Am J Sports Med. 2009;37(11):2259–2272. Doi:10.1177/0363546509349921USA52.21731
7Anitua E. Plasma rich in growth factors: preliminary results of use in the preparation of future sites for implants. Int J Oral Maxillofac Implants. 1999;14(4):529–535.Spain28.46683
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Table A2. Topics and conclusions of the overall top 10 cited articles.
Table A2. Topics and conclusions of the overall top 10 cited articles.
RankNo. of CitationsACYPublication YearPaperFirst AuthorArticle TypeThemeTopics and Conclusions
11879751998Platelet-rich plasma-Growth factor enhancement for bone graftsMarxClinical studyDentistry/
Maxillofacial surgery
Randomized Controlled Trial demonstrating that PRP additions to cancellous cellular bone graft reconstructions of mandibular continuity defects enhanced radiographic maturation and bone density.
21255662004Platelet-rich plasma: Evidence to support its useMarxReviewDentistry/
Maxillofacial surgery
Review about the mechanism of action, platelet dose, therapeutical indications and safety of PRP.
4958502004Autologous platelets as a source of proteins for healing and tissue regenerationAnituaReviewMultipleReview about the effects of autologous platelets in different clinical situations requiring accelerated healing and tissue regeneration.
3859612009Classification of platelet concentrates: from pure platelet-rich plasma (P-PRP) to leucocyte- and platelet-rich fibrin (L-PRF)EhrenfestClassificationBiologyThe review aimed to clarify the different medical devices for the production of PRP and to categorize them under 3 parameters: fibrin density, leucocyte dose and degree of standardization of the procedure.
5751402004Platelet quantification and growth factor analysis from platelet-rich plasma: Implications for wound healingEppleyPreclinical studyCosmetic/Plastic sur-geryResults from this preclinical study demonstrated that platelets can be separated and concentrated 8-fold from whole blood without activating the platelets and providing increased levels of different growth factors, particularly for PDGF-BB, TGF-β1, VEGF and EGF.
6731522009Platelet-Rich Plasma From Basic Science to Clinical ApplicationsFosterReviewMusculoskeletal system/
Orthopaedics
This article examines the basic science of PRP, and evaluates the human studies that have been published in the ortho-paedic sur-gery and sports medi-cine litera-ture. The use of PRP in amateur and professional sports is reviewed, and the regulation of PRP by anti-doping agen-cies is dis-cussed.
7683281999Plasma rich in growth factors: Preliminary results of use in the preparation of future sites for implantsAnituaClinical studyDentistry/Maxillofacial surgeryThis clinical study compared epithelialization of areas treated or not with plasma rich in growth factors after dental extraction. Wound healing and bone formation was better in PRGF group.
8515402010Platelet-Rich Plasma Injection for Chronic Achilles Tendinopathy A Randomized Controlled Trialde VosClinical studyMusculoskeletal system/
Orthopaedics
This randomized controlled trial compared eccentric exercises with either a PRP injection or saline injection among patients with chronic Achilles tendinopathy. No benefit on pain and function was observed in PRP group.
9473362010Toward delivery of multiple growth factors in tissue engineeringChenReviewMultipleThis article summarizes the concept of delivery of multiple growth factors, as well as current efforts to develop sophisticated delivery platforms that allow for controlled spatial presentation and release kinetics of key biological cues.
10421202002Growth factor levels in platelet-rich plasma and correlations with donor age, sex, and platelet countWeibrichPreclinical studyBiologyMajor-age and gender-specific differences in individual growth factor levels were not found. Prediction of resulting growth factor levels based on the thrombocyte counts of whole blood or PRP are not reliable.

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Figure 1. Flowchart illustrating the procedure of allocation of articles.
Figure 1. Flowchart illustrating the procedure of allocation of articles.
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Figure 2. Time-dependent average citation per year trend from 1998 to 2017. The Mann–Kendall trend test showed an increasing trend between citation density and time (p ≤ 0.0001).
Figure 2. Time-dependent average citation per year trend from 1998 to 2017. The Mann–Kendall trend test showed an increasing trend between citation density and time (p ≤ 0.0001).
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Figure 3. Geographic distribution of the top 100 most cited articles.
Figure 3. Geographic distribution of the top 100 most cited articles.
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Figure 4. Institutional/corporate distribution of articles. Bar graph showing the median number of citations (and maximum) for the most-cited articles according to the institutional/corporate distribution of articles (number of articles at the bottom of the bar). BTI, Biotechnology Institute; J, Johannes; LA, Los Angeles.
Figure 4. Institutional/corporate distribution of articles. Bar graph showing the median number of citations (and maximum) for the most-cited articles according to the institutional/corporate distribution of articles (number of articles at the bottom of the bar). BTI, Biotechnology Institute; J, Johannes; LA, Los Angeles.
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Figure 5. Theme distribution of articles. Bar graph showing the median number of citations (and maximum) for the most-cited articles according to the theme distribution of articles (number of articles at the bottom of the bar).
Figure 5. Theme distribution of articles. Bar graph showing the median number of citations (and maximum) for the most-cited articles according to the theme distribution of articles (number of articles at the bottom of the bar).
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Figure 6. Type distribution of articles. Bar graph showing the median number of citations (and maximum) for the most-cited articles according to the article type distribution of articles (number of articles at the bottom of the bar). * The Kruskal–Wallis test showed significant difference in citations per article among the various types of articles (p < 0.05).
Figure 6. Type distribution of articles. Bar graph showing the median number of citations (and maximum) for the most-cited articles according to the article type distribution of articles (number of articles at the bottom of the bar). * The Kruskal–Wallis test showed significant difference in citations per article among the various types of articles (p < 0.05).
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Figure 7. Study design of clinical studies in the top 100 by year of publication.
Figure 7. Study design of clinical studies in the top 100 by year of publication.
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Figure 8. Median and maximum citation per article based on level of evidence. A bar graph showing the median number of citations (and maximum) for the most-cited articles according to level of evidence of articles (number of articles at the bottom of the bar).
Figure 8. Median and maximum citation per article based on level of evidence. A bar graph showing the median number of citations (and maximum) for the most-cited articles according to level of evidence of articles (number of articles at the bottom of the bar).
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Figure 9. Time-dependent trend of clinical studies modified Coleman methodology score (CMS) from 1998 to 2017. The Mann–Kendall test showed an increasing trend between the modified CMS and time (p = 0.004).
Figure 9. Time-dependent trend of clinical studies modified Coleman methodology score (CMS) from 1998 to 2017. The Mann–Kendall test showed an increasing trend between the modified CMS and time (p = 0.004).
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Table 1. Modified Coleman methodology score.
Table 1. Modified Coleman methodology score.
Part A—Only One Score to Be Given for Each of the Sections
Score
1. Study Size—number of injected sites>6010
41–607
20–404
<20, not stated0
2. Mean follow-up (mths)>245
12–242
<12, not stated or unclear0
3. Platelet-Rich Plasma characterizationComplete10
Incomplete7
No data0
4. Type of studyRandomized controlled trial15
Cohort study10
Case-series0
5. Diagnosis certainty (use of preoperative ultrasound, magnetic resonance imaging or post-operative histopathology to confirm diagnosis)In all5
In > 80%3
In < 80%, or NS or unclear0
Part B—Scores may be given for each option in each of the three sections if applicable
1. Outcome criteriaOutcome measures clearly defined2
Timing of outcome assessment clearly stated (e.g., at best outcome after injection or at follow-up)2
2. Procedures for assessing outcomesSubjects recruited (results not taken from surgeons’ files)3
Investigator independent of surgeon/injector3
Written assessment3
3. Description of subject selection processSelection criteria reported and unbiased3
Recruitment rate reported: >80%4
Recruitment rate reported: <80%3
Table 2. Authors with two or more top-cited articles.
Table 2. Authors with two or more top-cited articles.
AuthorNo. of ArticlesInstitution(s)/Corporation(s)Rank of ArticlesTotal No. of Citations
Anitua7Biotechnology Institute Corporation
Private Practice in Implantology and Oral Rehabilitation
3, 7, 16, 20, 73, 96, 992885
Filardo4Rizzoli Orthopedic Institute54, 68, 69, 88852
Sanchez, Mikel3Arthroscopic Surgery Unit—Hospital Vithas Vitoria59, 65, 82641
Ehrenfest3The Sahlgrenska Academy at University of Gothenburg
Chonnam National University
University of Geneva
4, 46, 941298
Kon3Rizzoli Orthopedic Institute18, 22, 74864
Mishra3Stanford University39, 48, 95709
Weibrich3Johannes Gutenberg University of Mainz10, 11, 931010
Eppley2Indiana University
University of Illinois
5, 171094
Marx2University of Miami School of Medicine1,23134
Murray2Harvard University61, 85409
Sundman2Cornell University36, 84476
Table 3. Journals in which the top 100 most cited articles were published.
Table 3. Journals in which the top 100 most cited articles were published.
JournalCountryImpact Factor (2020)No. of ArticlesTotal Citations
American Journal of Sports MedicineUSA6.2122739
Arthroscopy-The Journal of Arthroscopic and Related SurgeryUK4.861515
Journal of Orthopedic ResearchUSA3.551462
BiomaterialsNetherlands12.551558
Journal of PeriodontologyUSA2.341042
Plastic and Reconstructive SurgeryUSA4.741654
BoneUSA4.43810
International Journal of Oral and Maxillofacial ImplantsUSA2.831228
Journal of Oral and Maxillofacial SurgeryUSA2.831827
Knee Surgery Sports Traumatology ArthroscopyGermany4.33791
Tissue EngineeringUSA2.6 (2019)3698
Clinical Oral Implants ResearchDenmark6.02507
Current Pharmaceutical BiotechnologyUnited Arab Emirates2.82352
International Journal of Oral and Maxillofacial SurgeryUSA2.82448
Journal of Bone and Joint Surgery-American VolumeUSA5.32453
Journal of Cellular PhysiologyUSA6.42468
Osteoarthritis and CartilageUK6.62470
Acta OrthopaedicaUK3.71178
American Journal of Physical Medicine and RehabilitationUSA2.21211
BMC Musculoskeletal DisordersUK2.41214
Cell ProliferationChina6.81176
Clinical and Experimental RheumatologyItaly4.51220
Clinical Oral InvestigationsGermany3.61220
Clinical Orthopedics and Related ResearchUSA4.31362
Clinics in Sports MedicineUSA2.21262
Current Reviews in Musculoskeletal MedicineUSANot
available
1320
Dermatologic SurgeryUSA3.41179
Experimental and Molecular PathologyUSA3.41198
Frontiers in Bioscience-LandmarkUSA4.01336
Injury-International Journal of the Care of the InjuredUK2.61204
International Journal of Periodontics and Restorative DentistryUSA1.81204
Jama-Journal of the American Medical AssociationUSA56.31515
Journal of Biomedical Materials Research Part B-Applied BiomaterialsUSA3.41208
Journal of Bone and Joint Surgery-British VolumeUK3.31384
Journal of Cranio-Maxillofacial SurgeryUK2.11421
Journal of Craniofacial SurgeryUSA1.01222
Journal of Dental ResearchUSA6.11246
Journal of Periodontal ResearchDenmark4.41221
Journal of Shoulder and Elbow SurgeryUSA3.01267
Journal of the American Academy of Orthopedic SurgeonsUSA3.01239
Muscles, Ligaments and Tendons JournalItaly0.41263
Nature Reviews RheumatologyUSA20.51223
Oral Surgery Oral Medicine Oral Pathology Oral Radiology and EndodonticsUSA1.2 (2006)11879
Oral Surgery Oral Medicine Oral Pathology Oral Radiology and EndodontologyUSA1.5 (2011)1291
Ostomy Wound ManagementUSA2.61265
RheumatologyUK7.61174
Sports MedicineNew
Zealand
11.11196
Stem Cell Research and TherapyUK6.81307
The Yale Journal of Biology and MedicineUSA3.01263
Thrombosis and HaemostasisGermany5.71958
Tissue Engineering Part C-MethodsUSA3.11271
Transfusion and Apheresis ScienceUK1.81291
Trends in BiotechnologyNetherlands19.51859
Table 4. Subjects investigated among top-cited preclinical studies.
Table 4. Subjects investigated among top-cited preclinical studies.
Investigated PRP SubjectsNo. of Preclinical Studies
In vitro
Cell proliferation test *13
Tendon and/or ligament gene expression2
Inflammation2
Osteoarthritis3
Quantification of platelets and/or growth factors11
Extracellular matrix production of periodontal ligament and osteoblasts1
In vitro and in vivo
Cartilage regeneration1
Hair growth1
Meniscus defects1
In vivo
Bone regeneration5
Cutaneous wound healing1
Ligament wound2
Tendon healing3
* Adipose-derived stem cells, alveolar bone cells; bone marrow cells; chondrocytes; endothelial cells; fibroblast; mesenchymental stem cells, osteoblasts; periodontally related cells; stromal stem cells; tenocytes.
Table 5. PRP indications investigated among top-cited clinical studies.
Table 5. PRP indications investigated among top-cited clinical studies.
Investigated PRP IndicationsNo. of Clinical Studies
Bleeding capillary bed of surgical flaps1
Cutaneous chronic ulcers3
Degenerative cartilage lesion or Osteoarthritis10
Distraction osteogenesis1
Maxillary sinus or mandibulary grafts5
Tendinopathy4
Arthroscopic rotator cuff repair2
Table 6. Promising articles based on the number of citations in the first five years from publication.
Table 6. Promising articles based on the number of citations in the first five years from publication.
RankArticleNo. of Citations in the First 5 Years (Total Citations)TypeModified Coleman Methodology ScoreJournal Impact Factor (2020)
1Guo SC, Tao SC, Yin WJ, Qi X, Yuan T, Zhang CQ. Exosomes derived from platelet-rich plasma promote the re-epithelization of chronic cutaneous wounds via activation of YAP in a diabetic rat model. Theranostics. 2017;7(1):81–96. Published 2017 Jan 1. doi:10.7150/thno.16803160 (160)Preclinical studyNA11.6
2Tao SC, Yuan T, Rui BY, Zhu ZZ, Guo SC, Zhang CQ. Exosomes derived from human platelet-rich plasma prevent apoptosis induced by glucocorticoid-associated endoplasmic reticulum stress in rat osteonecrosis of the femoral head via the Akt/Bad/Bcl-2 signal pathway. Theranostics. 2017;7(3):733–750. Published 2017 Jan 15. doi:10.7150/thno.17450126 (127)Preclinical studyNA11.6
3Fernandes G, Yang S. Application of platelet-rich plasma with stem cells in bone and periodontal tissue engineering. Bone Res. 2016;4:16036. Published 2016 Dec 13. doi:10.1038/boneres.2016.36110 (125)ReviewNA13.6
4Smith PA. Intra-articular Autologous Conditioned Plasma Injections Provide Safe and Efficacious Treatment for Knee Osteoarthritis: An FDA-Sanctioned, Randomized, Double-blind, Placebo-controlled Clinical Trial. Am J Sports Med. 2016;44(4):884–891. doi:10.1177/0363546515624678108 (139)Clinical study266.2
5Martinez-Zapata MJ, Martí-Carvajal AJ, Solà I, et al. Autologous platelet-rich plasma for treating chronic wounds. Cochrane Database Syst Rev. 2016;(5):CD006899. Published 2016 May 25. doi:10.1002/14651858.CD006899.pub3107 (124)Meta-analysisNA9.3
6Raeissadat SA, Rayegani SM, Hassanabadi H, et al. Knee Osteoarthritis Injection Choices: Platelet- Rich Plasma (PRP) Versus Hyaluronic Acid (A one-year randomized clinical trial). Clin Med Insights Arthritis Musculoskelet Disord. 2015;8:1–8. Published 2015 Jan 7. doi:10.4137/CMAMD.S17894103 (166)Clinical study390.5
7Masuki H, Okudera T, Watanebe T, et al. Growth factor and pro-inflammatory cytokine contents in platelet-rich plasma (PRP), plasma rich in growth factors (PRGF), advanced platelet-rich fibrin (A-PRF), and concentrated growth factors (CGF). Int J Implant Dent. 2016;2(1):19. doi:10.1186/s40729-016-0052-4101 (141)Preclinical studyNA2.4
8Boswell SG, Schnabel LV, Mohammed HO, Sundman EA, Minas T, Fortier LA. Increasing platelet concentrations in leukocyte-reduced platelet-rich plasma decrease collagen gene synthesis in tendons. Am J Sports Med. 2014;42(1):42–49. doi:10.1177/036354651350756687 (119)Preclinical studyNA6.2
9Campbell KA, Saltzman BM, Mascarenhas R, et al. Does Intra-articular Platelet-Rich Plasma Injection Provide Clinically Superior Outcomes Compared with Other Therapies in the Treatment of Knee Osteoarthritis? A Systematic Review of Overlapping Meta-analyses. Arthroscopy. 2015;31(11):2213–2221. doi:10.1016/j.arthro.2015.03.04185 (129)Meta-analysisNA4.8
10Martin G, Ricucci D, Gibbs JL, Lin LM. Histological findings of revascularized/revitalized immature permanent molar with apical periodontitis using platelet-rich plasma. J Endod. 2013;39(1):138–144. doi:10.1016/j.joen.2012.09.01583 (142)Clinical study174.2
11Chang KV, Hung CY, Aliwarga F, Wang TG, Han DS, Chen WS. Comparative effectiveness of platelet-rich plasma injections for treating knee joint cartilage degenerative pathology: a systematic review and meta-analysis. Arch Phys Med Rehabil. 2014;95(3):562–575. doi:10.1016/j.apmr.2013.11.00681 (147)Meta-analysisNA4.0
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Coulange Zavarro, A.; De Girolamo, L.; Laver, L.; Sánchez, M.; Tischer, T.; Filardo, G.; Sabatier, F.; Magalon, J. The Top 100 Most Cited Articles on Platelet-Rich Plasma Use in Regenerative Medicine—A Bibliometric Analysis—From the ESSKA Orthobiologic Initiative. Bioengineering 2022, 9, 580. https://doi.org/10.3390/bioengineering9100580

AMA Style

Coulange Zavarro A, De Girolamo L, Laver L, Sánchez M, Tischer T, Filardo G, Sabatier F, Magalon J. The Top 100 Most Cited Articles on Platelet-Rich Plasma Use in Regenerative Medicine—A Bibliometric Analysis—From the ESSKA Orthobiologic Initiative. Bioengineering. 2022; 9(10):580. https://doi.org/10.3390/bioengineering9100580

Chicago/Turabian Style

Coulange Zavarro, Anouck, Laura De Girolamo, Lior Laver, Mikel Sánchez, Thomas Tischer, Giuseppe Filardo, Florence Sabatier, and Jérémy Magalon. 2022. "The Top 100 Most Cited Articles on Platelet-Rich Plasma Use in Regenerative Medicine—A Bibliometric Analysis—From the ESSKA Orthobiologic Initiative" Bioengineering 9, no. 10: 580. https://doi.org/10.3390/bioengineering9100580

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