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Batty LM, Mackenzie C, Landwehr C, Webster KE, Feller JA. The Role of Biomarkers in Predicting Outcomes of Anterior Cruciate Ligament Reconstruction: A Systematic Review. Orthop J Sports Med 2024; 12:23259671241275072. [PMID: 39380669 PMCID: PMC11460236 DOI: 10.1177/23259671241275072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Accepted: 03/05/2024] [Indexed: 10/10/2024] Open
Abstract
Background Anterior cruciate ligament (ACL) injury is frequently associated with injuries to other parts of the knee, including the menisci and articular cartilage. After ACL injury and reconstruction, there may be progressive chondral degradation. Biomarkers in blood, urine, and synovial fluid can be measured after ACL injury and reconstruction and have been proposed as a means of measuring the associated cellular changes occurring in the knee. Purpose To systematically review the literature regarding biomarkers in urine, serum, or synovial fluid that have been associated with an outcome measure after ACL reconstruction. Study Design Systematic review; Level of evidence, 3. Methods This review was performed according to the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. The MEDLINE, Embase, CINAHL, and Web of Science databases were searched to identify studies published before September 2023 that reported on patients undergoing ACL reconstruction where a biomarker was measured and related to an outcome variable. Of 9360 results, 16 studies comprising 492 patients were included. Findings were reported as descriptive summaries synthesizing the available literature. Results A total of 45 unique biomarkers or biomarker ratios were investigated (12 serum, 3 urine, and 38 synovial fluid; 8 biomarkers were measured from >1 source). Nineteen different outcome measures were identified, including the International Knee Documentation Committee Subjective Knee Form, Knee injury and Osteoarthritis Outcome Score, numeric pain scores, radiological outcomes (magnetic resonance imaging and radiography), rates of arthrofibrosis and cyclops lesions, and gait biomechanics. Across the included studies, 17 biomarkers were found to have a statistically significant association (P < .05) with an outcome variable. Serum interleukin 6 (s-IL-6), serum and synovial fluid matrix metalloproteinase-3 (s-MMP-3 and sf-MMP-3), urinary and synovial fluid C-terminal telopeptide of type 2 collagen (u-CTX-II and sf-CTX-II), and serum collagen type 2 cleavage product (s-C2C) showed promise in predicting outcomes after ACL reconstruction, specifically regarding patient-reported outcome measures (s-IL-6 and u-CTX-II), gait biomechanical parameters (s-IL-6, sf-MMP-3, s-MMP-3, and s-C2C), pain (s-IL-6 and u-CTX-II), and radiological osteoarthritis (ratio of u-CTX-II to serum procollagen 2 C-propeptide). Conclusion The results highlight several biomarkers that have been associated with clinically important postoperative outcome measures and may warrant further research to understand if they can provide meaningful information in the clinical environment.
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Affiliation(s)
- Lachlan M. Batty
- OrthoSport Victoria Research Unit, Melbourne, Victoria, Australia
- School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, Victoria, Australia
- Western Health, Melbourne, Victoria, Australia
- St. Vincent’s Hospital Melbourne, Melbourne, Victoria, Australia
| | | | - Chelsea Landwehr
- Sunshine Coast University Hospital, Queensland Health, Birtinya, Queensland, Australia
| | - Kate E. Webster
- OrthoSport Victoria Research Unit, Melbourne, Victoria, Australia
- School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, Victoria, Australia
| | - Julian A. Feller
- OrthoSport Victoria Research Unit, Melbourne, Victoria, Australia
- School of Allied Health, Human Services and Sport, La Trobe University, Melbourne, Victoria, Australia
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Bulbul A, Ari E, Apaydin N, Ipekoglu G. The Impact of Genetic Polymorphisms on Anterior Cruciate Ligament Injuries in Athletes: A Meta-Analytical Approach. BIOLOGY 2023; 12:1526. [PMID: 38132352 PMCID: PMC10740817 DOI: 10.3390/biology12121526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 12/04/2023] [Accepted: 12/11/2023] [Indexed: 12/23/2023]
Abstract
This meta-analysis aimed to investigate the association between genetic polymorphisms in Collagen type 1 alpha-1 (COL1A1), Collagen type 3 alpha-1 (COL3A1), Collagen type 5 alpha-1 (COL5A1), and Collagen type 12 alpha-1 (COL12A1) genes and anterior cruciate ligament (ACL) injuries in athletes. A systematic search was diligently conducted on the PubMed and Web of Science databases to identify relevant studies on 5-9 September 2023. Only case-control studies were included in the meta-analysis. A total of 19 studies were reviewed, involving the analysis of 3522 cases and 6399 control subjects. Data relevant to the study objectives were extracted from these chosen studies and subsequently analyzed using either a random-effects or fixed-effects model. It indicates that individuals carrying the G allele in the COL1A1 (rs1107946) gene have a decreased risk of anterior cruciate ligament injuries (OR: -0.27, 95% CI: -0.42 to -0.12, p < 0.001). A similar relationship was observed in the dominant model, but this relationship was reversed in the recessive model (OR: 0.69, 95% CI: 0.33 to 1.05, p < 0.001). However, no significant associations were found in the COL3A1 (rs1800255) and COL5A1 (rs12722) genes. In the COL12A1 (rs970547) gene, the A allele was associated with an increased risk of anterior cruciate ligament injuries (OR: 0.18, 95% CI: 0.01 to 0.36, p = 0.041). This meta-analysis suggests that genetic variants in COL1A1 (rs1107946) and COL12A1 (rs970547) may be associated with ACL injuries in athletes. However, COL3A1 rs1800255 and COL5A1 rs12722 gene variants do not appear to have a significant association with these injuries.
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Affiliation(s)
- Alpay Bulbul
- Department of Physical Education and Sports, Faculty of Sport Sciences, Adnan Menderes University, Aydın 09000, Turkey;
| | - Erdal Ari
- Department of Physical Education and Sports, Faculty of Sport Sciences, Ordu University, Ordu 52200, Turkey; (E.A.); (N.A.)
| | - Necdet Apaydin
- Department of Physical Education and Sports, Faculty of Sport Sciences, Ordu University, Ordu 52200, Turkey; (E.A.); (N.A.)
| | - Gokhan Ipekoglu
- Department of Physical Education and Sports, Faculty of Sport Sciences, Ordu University, Ordu 52200, Turkey; (E.A.); (N.A.)
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Collins M, September AV. Are commercial genetic injury tests premature? Scand J Med Sci Sports 2023; 33:1584-1597. [PMID: 37243491 DOI: 10.1111/sms.14406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 05/09/2023] [Accepted: 05/16/2023] [Indexed: 05/28/2023]
Abstract
INTRODUCTION Several direct-to-consumer (DTC) genetic testing companies have emerged that claim to be able to test for susceptibility for musculoskeletal injuries. Although there are several publications on the emergence of this industry, none have critically evaluated the evidence for the use of genetic polymorphisms in commercial tests. The aim of this review was to identify, where possible, the polymorphisms and to evaluate the current scientific evidence for their inclusion. RESULTS The most common polymorphisms included COL1A1 rs1800012, COL5A1 rs12722, and GDF5 rs143383. The current evidence suggests that it is premature or even not viable to include these three polymorphisms as markers of injury risk. A unique set of injury-specific polymorphisms, which do not include COL1A1, COL5A1, or GDF5, identified from genome-wide association studies (GWAS) is used by one company in their tests for 13 sports injuries. However, of the 39 reviewed polymorphisms, 22 effective alleles are rare and absent in African, American, and/or Asian populations. Even when informative in all populations, the sensitivity of many of the genetic markers was low and/or has not been independently validated in follow-up studies. CONCLUSIONS The current evidence suggests it is premature to include any of the reviewed polymorphisms identified by GWAS or candidate gene approaches in commercial genetic tests. The association of MMP7 rs1937810 with Achilles tendon injuries, and SAP30BP rs820218 and GLCCI1 rs4725069 with rotator cuff injuries does warrant further investigation. Based on current evidence, it remains premature to market any commercial genetic test to determine susceptibility to musculoskeletal injuries.
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Affiliation(s)
- Malcolm Collins
- Health through Physical Activity, Lifestyle and Sport Research Centre (HPALS), Division of Physiological Sciences, Department of Human Biology, University of Cape Town, Cape Town, South Africa
- International Federation of Sports Medicine (FIMS) Collaborative Centre of Sports Medicine, Cape Town, South Africa
| | - Alison V September
- Health through Physical Activity, Lifestyle and Sport Research Centre (HPALS), Division of Physiological Sciences, Department of Human Biology, University of Cape Town, Cape Town, South Africa
- International Federation of Sports Medicine (FIMS) Collaborative Centre of Sports Medicine, Cape Town, South Africa
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Massidda M, Flore L, Scorcu M, Monteleone G, Tiloca A, Salvi M, Tocco F, Calò CM. Collagen Gene Variants and Anterior Cruciate Ligament Rupture in Italian Athletes: A Preliminary Report. Genes (Basel) 2023; 14:1418. [PMID: 37510322 PMCID: PMC10379389 DOI: 10.3390/genes14071418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 06/28/2023] [Accepted: 07/04/2023] [Indexed: 07/30/2023] Open
Abstract
Several studies have investigated the role of genetics in anterior cruciate ligament (ACL) rupture, often returning conflicting results. The present pilot study aimed to analyze the association between six Single Nucleotide Polymorphisms (SNPs) (rs1800012; rs12722; rs13946; rs240736; rs970547; and rs4870723, located on the COL1A1, COL5A1, COL12A1, and COL14A1 genes), and ACL rupture, among Italian athletes. A hypothesis-driven association study was conducted. In total, 181 male and female athletes (n = 86 injured; n = 96 non-injured) were genotyped for the prioritized variants. All polymorphisms were genotyped using PCR RFLP, with the only exception being the rs1800012 on the COL1A1 gene, which was detected using MTPA PCR. The allele frequency distribution fell within the worldwide range. Despite the evident population variability, no selective pressure signals were recorded using PBS analysis. No significant difference was detected between the cases and controls for any of the SNPs (rs1800012; rs13946; rs240736; rs970547, and rs4870723) included in the analyses (p > 0.008, Bonferroni-adjusted for multiple comparisons). Moreover, no significant differences were found when males and females were assessed separately. Further investigations based on a larger sample size are needed, in order to draw solid conclusions for the influence between collagen genes and ACL rupture.
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Affiliation(s)
- Myosotis Massidda
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Monserrato, Italy
| | - Laura Flore
- Department of Sciences of Life and Environment, University of Cagliari, 09042 Monserrato, Italy
| | - Marco Scorcu
- Italian Federation of Sports Medicine (FIMS), CR Sardegna, 00196 Rome, Italy
| | - Giovanni Monteleone
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Alessandra Tiloca
- Department of Biomedicine and Prevention, University of Rome Tor Vergata, 00133 Rome, Italy
| | | | - Filippo Tocco
- Department of Medical Sciences and Public Health, University of Cagliari, 09042 Monserrato, Italy
| | - Carla M Calò
- Department of Sciences of Life and Environment, University of Cagliari, 09042 Monserrato, Italy
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Kumagai H, Miller B, Kim SJ, Leelaprachakul N, Kikuchi N, Yen K, Cohen P. Novel Insights into Mitochondrial DNA: Mitochondrial Microproteins and mtDNA Variants Modulate Athletic Performance and Age-Related Diseases. Genes (Basel) 2023; 14:286. [PMID: 36833212 PMCID: PMC9956216 DOI: 10.3390/genes14020286] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 01/13/2023] [Accepted: 01/17/2023] [Indexed: 01/26/2023] Open
Abstract
Sports genetics research began in the late 1990s and over 200 variants have been reported as athletic performance- and sports injuries-related genetic polymorphisms. Genetic polymorphisms in the α-actinin-3 (ACTN3) and angiotensin-converting enzyme (ACE) genes are well-established for athletic performance, while collagen-, inflammation-, and estrogen-related genetic polymorphisms are reported as genetic markers for sports injuries. Although the Human Genome Project was completed in the early 2000s, recent studies have discovered previously unannotated microproteins encoded in small open reading frames. Mitochondrial microproteins (also called mitochondrial-derived peptides) are encoded in the mtDNA, and ten mitochondrial microproteins, such as humanin, MOTS-c (mitochondrial ORF of the 12S rRNA type-c), SHLPs 1-6 (small humanin-like peptides 1 to 6), SHMOOSE (Small Human Mitochondrial ORF Over SErine tRNA), and Gau (gene antisense ubiquitous in mtDNAs) have been identified to date. Some of those microproteins have crucial roles in human biology by regulating mitochondrial function, and those, including those to be discovered in the future, could contribute to a better understanding of human biology. This review describes a basic concept of mitochondrial microproteins and discusses recent findings about the potential roles of mitochondrial microproteins in athletic performance as well as age-related diseases.
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Affiliation(s)
- Hiroshi Kumagai
- The Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Brendan Miller
- The Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Su-Jeong Kim
- The Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Naphada Leelaprachakul
- The Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Naoki Kikuchi
- Graduate School of Health and Sport Science, Nippon Sport Science University, Setagaya-ku, Tokyo 158-8508, Japan
| | - Kelvin Yen
- The Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
| | - Pinchas Cohen
- The Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA 90089, USA
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Beckley S, Dey R, Stinton S, van der Merwe W, Branch T, September AV, Posthumus M, Collins M. The Association of Variants within Types V and XI Collagen Genes with Knee Joint Laxity Measurements. Genes (Basel) 2022; 13:genes13122359. [PMID: 36553626 PMCID: PMC9778334 DOI: 10.3390/genes13122359] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 11/16/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022] Open
Abstract
Joint laxity is a multifactorial phenotype with a heritable component. Mutations or common polymorphisms within the α1(V) (COL5A1), α1(XI) (COL11A1) and α2(XI) (COL11A2) collagen genes have been reported or proposed to associate with joint hypermobility, range of motion and/or genu recurvatum. The aim of this study was to investigate whether polymorphisms within these collagen-encoding genes are associated with measurements of knee joint laxity and computed ligament length changes within the non-dominant leg. One hundred and six healthy participants were assessed for genu recurvatum (knee hyperextension), anterior-posterior tibial translation, external-internal tibial rotation and ligament length changes during knee rotation of their non-dominant leg. Participants were genotyped for COL5A1 rs12722 (T/C), COL11A1 rs3753841 (C/T), COL11A1 rs1676486 (T/C) and COL11A2 rs1799907 (A/T). The genotype-genotype combination of any two or more of the four COL5A1 rs12722 CC, COL11A1 rs3753841 CC, COL11A1 rs1676486 TT and COL11A2 rs1799907 AA genotypes was associated with decreased active and passive knee hyperextension. These genotype-genotype combinations, including sex (male), increased age and decreased body mass collectively, also contributed to decreased passive knee hyperextension. These findings suggest that COL5A1, COL11A1 and COL11A2 gene-gene interactions are associated with knee hyperextension measurements of the non-dominant leg of healthy individuals.
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Affiliation(s)
- Samantha Beckley
- Health through Physical Activity, Lifestyle and Sport Research Centre (HPALS) and the International Federation of Sports Medicine (FIMS) International Collaborating Centre of Sports Medicine, Division of Physiological Sciences, Department of Human Biology, University of Cape Town, Cape Town 7700, South Africa
| | - Roopam Dey
- Division of Biomedical Engineering and Division of Orthopaedic Surgery, Faculty of Health Sciences, University of Cape Town, Cape Town 7700, South Africa
| | - Shaun Stinton
- End Range of Motion Improvement, Atlanta, GA 30324, USA
| | - Willem van der Merwe
- Health through Physical Activity, Lifestyle and Sport Research Centre (HPALS) and the International Federation of Sports Medicine (FIMS) International Collaborating Centre of Sports Medicine, Division of Physiological Sciences, Department of Human Biology, University of Cape Town, Cape Town 7700, South Africa
- Sports Science Orthopaedic Clinic, Sports Science Institute of South Africa, Cape Town 7700, South Africa
| | - Thomas Branch
- End Range of Motion Improvement, Atlanta, GA 30324, USA
| | - Alison V. September
- Health through Physical Activity, Lifestyle and Sport Research Centre (HPALS) and the International Federation of Sports Medicine (FIMS) International Collaborating Centre of Sports Medicine, Division of Physiological Sciences, Department of Human Biology, University of Cape Town, Cape Town 7700, South Africa
| | - Mike Posthumus
- Health through Physical Activity, Lifestyle and Sport Research Centre (HPALS) and the International Federation of Sports Medicine (FIMS) International Collaborating Centre of Sports Medicine, Division of Physiological Sciences, Department of Human Biology, University of Cape Town, Cape Town 7700, South Africa
- Sports Science Institute of South Africa, Cape Town 7700, South Africa
| | - Malcolm Collins
- Health through Physical Activity, Lifestyle and Sport Research Centre (HPALS) and the International Federation of Sports Medicine (FIMS) International Collaborating Centre of Sports Medicine, Division of Physiological Sciences, Department of Human Biology, University of Cape Town, Cape Town 7700, South Africa
- Correspondence: ; Tel.: +27-21-650-4574
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Ribbans WJ, September AV, Collins M. Tendon and Ligament Genetics: How Do They Contribute to Disease and Injury? A Narrative Review. Life (Basel) 2022; 12:life12050663. [PMID: 35629331 PMCID: PMC9147569 DOI: 10.3390/life12050663] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Revised: 04/24/2022] [Accepted: 04/26/2022] [Indexed: 12/15/2022] Open
Abstract
A significant proportion of patients requiring musculoskeletal management present with tendon and ligament pathology. Our understanding of the intrinsic and extrinsic mechanisms that lead to such disabilities is increasing. However, the complexity underpinning these interactive multifactorial elements is still not fully characterised. Evidence highlighting the genetic components, either reducing or increasing susceptibility to injury, is increasing. This review examines the present understanding of the role genetic variations contribute to tendon and ligament injury risk. It examines the different elements of tendon and ligament structure and considers our knowledge of genetic influence on form, function, ability to withstand load, and undertake repair or regeneration. The role of epigenetic factors in modifying gene expression in these structures is also explored. It considers the challenges to interpreting present knowledge, the requirements, and likely pathways for future research, and whether such information has reached the point of clinical utility.
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Affiliation(s)
- William J. Ribbans
- School of Health, The University of Northampton, Northampton NN1 5PH, UK
- The County Clinic, Northampton NN1 5DB, UK
- Correspondence: ; Tel.: +44-1604-795414
| | - Alison V. September
- Division of Physiological Sciences, Department of Human Biology, Health Sciences Faculty, University of Cape Town, Cape Town 7700, South Africa; (A.V.S.); (M.C.)
- Health Through Physical Activity, Lifestyle and Sport Research Centre (HPALS), Department of Human Biology, Health Sciences Faculty, University of Cape Town, Cape Town 7700, South Africa
- International Federation of Sports Medicine (FIMS), Collaborative Centre of Sports Medicine, Department of Human Biology, University of Cape Town, Cape Town 7700, South Africa
| | - Malcolm Collins
- Division of Physiological Sciences, Department of Human Biology, Health Sciences Faculty, University of Cape Town, Cape Town 7700, South Africa; (A.V.S.); (M.C.)
- Health Through Physical Activity, Lifestyle and Sport Research Centre (HPALS), Department of Human Biology, Health Sciences Faculty, University of Cape Town, Cape Town 7700, South Africa
- International Federation of Sports Medicine (FIMS), Collaborative Centre of Sports Medicine, Department of Human Biology, University of Cape Town, Cape Town 7700, South Africa
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