Cartilage Thickness
Cartilage thickness refers to the dimension of the smooth, elastic connective tissue that covers the ends of bones within joints. This tissue is crucial for facilitating frictionless movement and absorbing mechanical shock during physical activity. Its structural integrity and appropriate thickness are essential for maintaining healthy joint function. In large epidemiological studies, minimum joint space width (mJSW) on radiographs is commonly used as a proxy for assessing cartilage thickness.[1]
Biological Basis
Section titled “Biological Basis”The thickness of articular cartilage is a complex trait influenced by a combination of genetic predispositions, environmental factors, age, and mechanical loading on the joints. Cartilage itself is primarily composed of chondrocytes, specialized cells that produce and maintain the extensive extracellular matrix, giving the tissue its unique properties. Genome-wide association studies (GWAS) have identified specific genetic loci associated with variations in cartilage thickness. For instance, genes such asTGFA, PIK3R1, SLBP/FGFR3, TREH/DDX6, DOT1L, and SUPT3H/RUNX2 have been linked to this trait.[2] These genes are thought to play roles in cartilage development, maintenance, and repair pathways.
Clinical Relevance
Section titled “Clinical Relevance”Variations in cartilage thickness are clinically significant, particularly in the context of joint diseases like osteoarthritis (OA). OA is characterized by the progressive degradation and loss of articular cartilage, which directly leads to a reduction in joint space and impaired joint function.[1]Reduced cartilage thickness is a hallmark of OA progression, making its assessment a valuable indicator for monitoring disease severity and evaluating the effectiveness of treatments. Understanding the factors that influence cartilage thickness can provide insights into disease mechanisms and potential therapeutic targets.
Social Importance
Section titled “Social Importance”Osteoarthritis, a condition often associated with reduced cartilage thickness, is a leading cause of chronic pain, physical disability, and diminished quality of life for millions worldwide. It also imposes a substantial economic burden due to healthcare costs, lost productivity, and the need for joint replacement surgeries.[1]By elucidating the genetic and biological underpinnings of cartilage thickness, research aims to identify novel therapeutic avenues, develop more personalized medicine approaches, and improve the prediction of OA risk.[2]Such advancements have the potential to significantly mitigate the societal impact of this debilitating disease.
Methodological and Phenotypic Heterogeneity
Section titled “Methodological and Phenotypic Heterogeneity”The use of minimum joint space width (mJSW) as a proxy for cartilage thickness introduces inherent limitations, as it is an indirect measure of the actual tissue characteristic . Research indicates thatTGFAexpression is elevated in human osteoarthritic cartilage compared to non-lesioned tissue, and it has been linked to endochondral bone formation and articular cartilage degeneration in animal models.[2] The variant rs7571789 , also within the TGFA gene, may similarly contribute to the gene’s regulatory landscape, potentially affecting its expression or activity, which in turn influences cartilage integrity and its response to stress.
Other significant variants include rs10471753 near PIK3R1 and rs10948155 within the SUPT3H-RUNX2 locus. The PIK3R1 (Phosphoinositide-3-Kinase, Regulatory subunit 1 alpha) gene is a critical component of the PI3K signaling pathway, which regulates cell growth, survival, and metabolism. Mutations in PIK3R1are known to cause SHORT syndrome, a rare multisystem disorder characterized by features such as short stature, which can reflect underlying skeletal and cartilage abnormalities.[2] The variant rs10471753 is closely associated with PIK3R1, which is differentially expressed in affected cartilage, making it a strong candidate for influencing cartilage thickness and disease progression.[2] Similarly, rs10948155 is part of a locus containing SUPT3H and RUNX2, two genes critical for skeletal development. RUNX2is a master regulator of osteoblast differentiation and endochondral ossification, processes fundamental to bone and cartilage formation. This variant is hypothesized to reside in long-range enhancers that regulateRUNX2expression during cartilage differentiation, thereby impacting cartilage thickness and increasing the risk for hip osteoarthritis.[2]Further genetic variations identified contribute to the complex genetics of cartilage thickness. The variantrs34656141 near AP3D1 (Adaptor Protein Complex 3 Subunit Delta 1) is of interest, although less is understood about AP3D1’s direct role in cartilage biology.[1] AP3D1 is involved in vesicle trafficking and protein sorting, processes essential for cellular homeostasis, and its regulatory variants may indirectly influence cartilage health. Variants like rs34687269 in ASTN2 (Astrotactin 2) and rs76248879 spanning ASTN2 and ASTN2-AS1 (an antisense RNA) highlight the role of genes involved in neuronal development and cell adhesion, which can also have broader implications for connective tissue integrity. Other variants such as rs7711053 near PIK3R1-LINC02198, rs34717890 in MYPOP (Myosin Phosphatase Rho-Interacting Protein), rs8097746 in DYM (Dymeclin), rs61648765 in the FOXA3-IRF2BP1 region, and rs2260671 in RPSAP52(Ribosomal Protein SA Pseudogene 52) represent additional genetic factors. These variants, through their impact on protein synthesis, regulatory networks, or cellular signaling, may subtly or significantly alter cartilage properties and contribute to the overall genetic architecture influencing cartilage thickness and susceptibility to osteoarthritis.[2]
Defining Cartilage Thickness and its
Section titled “Defining Cartilage Thickness and its”Cartilage thickness refers to the physical dimension of the articular cartilage, a specialized connective tissue that covers the ends of bones in synovial joints, facilitating smooth movement and absorbing mechanical shock. As a crucial structural component of joint health, its integrity is essential for normal joint function.[2]In clinical and research settings, the direct of cartilage thickness can be challenging; therefore, a common operational definition and proxy is the minimal joint space width (mJSW). The mJSW represents the narrowest distance between the articular surfaces of bones within a joint, as observed on imaging, and is widely utilized in large epidemiological studies as an indirect indicator of cartilage thickness.[1] approaches for mJSW vary, including both manual and semi-automatic software-based techniques applied to radiographs.[2] For instance, the software tool HOLY has been employed for semi-automatic mJSW assessment in specific cohorts.[2]
Terminology and Proxies for Cartilage Health
Section titled “Terminology and Proxies for Cartilage Health”The primary terminology associated with cartilage thickness assessment, particularly in large-scale studies of joint health, is “minimal joint space width” (mJSW). This term serves as a standardized measure of the joint space, acting as a direct proxy for the underlying cartilage thickness.[1]While mJSW is a crucial indicator, it is important to note that a reduction in mJSW is often described as “joint space narrowing,” a key radiographic feature associated with cartilage degeneration. Despite its utility as a structural biomarker, research indicates that hip mJSW may have a limited association with hip pain, challenging its role as a direct predictor of symptomatic disease progression and suggesting heterogeneity in pathways affecting cartilage thickness.[1]Nevertheless, mJSW remains a tractable phenotype for the genetic dissection of complex joint diseases like osteoarthritis, offering a more homogeneous measure compared to broader disease definitions.[2]
Classification and Diagnostic Criteria in Relation to Cartilage Thickness
Section titled “Classification and Diagnostic Criteria in Relation to Cartilage Thickness”The assessment of cartilage thickness, primarily through mJSW and related radiographic features, is integral to the classification and diagnosis of joint diseases, most notably osteoarthritis (OA). Cartilage loss, manifested as joint space narrowing on imaging, is a hallmark of hip osteoarthritis (HOA) pathogenesis.[1] Diagnostic criteria for HOA often incorporate various measures of joint space and other structural changes. For example, in some studies, HOA cases are defined by a Kellgren and Lawrence (K/L) grade of >= 2, or a minimal joint space width of <= 2.5 mm, or a combination of joint space narrowing grade >= 2 with any osteophyte of grade >= 1, or a history of total hip replacement (THR) due to OA.[2] Other classification systems, such as the modified Croft grade, also define OA cases based on scores >= 2, with controls typically showing scores <= 1 and no THR.[2]These categorical thresholds and severity gradations, which often combine quantitative measures like mJSW with qualitative radiographic assessments of osteophytes and overall joint narrowing, are essential for both clinical diagnosis and for defining research populations to investigate the genetic underpinnings of cartilage health and disease.[2]
Cartilage: Structure and Homeostasis
Section titled “Cartilage: Structure and Homeostasis”Cartilage is a specialized connective tissue crucial for joint function, providing a smooth, low-friction surface for bone articulation and absorbing mechanical shock. Its thickness is a critical indicator of joint health, particularly in weight-bearing areas like the hip, where it is often assessed as minimal joint space width (mJSW).[2] The integrity of cartilage is macroscopically evaluated based on its color, surface characteristics like fibrillation or crack formation, and its depth and hardness.[2] Maintaining healthy cartilage involves a delicate balance of cellular processes and the structural integrity provided by key biomolecules, such as various types of collagen. For instance, mutations in Collagen XI have been shown to lower susceptibility to load-induced cartilage damage in mice, highlighting the importance of collagen in the tissue’s mechanical resilience.[1]
Cellular and Molecular Regulation of Cartilage Thickness
Section titled “Cellular and Molecular Regulation of Cartilage Thickness”The maintenance and development of cartilage thickness are intricately regulated by a network of cellular and molecular pathways. Key genes and their products play significant roles in these processes, including signaling pathways, metabolic activities, and specific cellular functions. For example,PIK3R1(Phosphoinositide-3-Kinase, Regulatory subunit 1 alpha) is a critical gene that is differentially expressed in cartilage affected by osteoarthritis.[2] This gene is involved in diverse cellular signaling, and mutations in PIK3R1are linked to SHORT syndrome, a multisystem disorder characterized by various manifestations including short stature, which underscores its broad developmental influence.[2] Other important molecules include TGFA (Transforming Growth Factor Alpha) and FGFR3(Fibroblast Growth Factor Receptor 3), both of which are also differentially expressed in osteoarthritic cartilage lesions compared to non-lesioned tissue, indicating their involvement in cartilage health and disease.[2] The regulation of RUNX2gene expression during endochondral differentiation, a process critical for cartilage and bone formation, is mediated by long-range enhancers, suggesting a complex interplay of regulatory elements and transcription factors in cartilage development and maintenance.[2]
Genetic and Epigenetic Modulators of Cartilage
Section titled “Genetic and Epigenetic Modulators of Cartilage”Genetic variations, particularly single nucleotide polymorphisms (SNPs), and epigenetic modifications significantly influence cartilage thickness. Several genetic loci have been identified as important modulators, including variants nearTGFA (rs2862851 ), PIK3R1 (rs10471753 ), SLBP/FGFR3 (rs2236995 ), TREH/DDX6 (rs496547 ), DOT1L (rs11880992 ), and SUPT3H/RUNX2 (rs10948155 , rs12206662 ).[2] These genetic variants often reside in regulatory regions, such as long-range enhancers, which can impact the expression of genes like RUNX2 during critical developmental processes such as endochondral differentiation.[2]Epigenetic mechanisms, including specific histone marks (e.g., H3K4me3, H3K4me1, H3K36me3, H3K27me3, H3K9me3, H3K27ac), also play a role, with variants associated with cartilage thickness frequently co-localizing with these gene regulatory markers in chondrogenic cells and mesenchymal stem cells.[2] Furthermore, differential gene expression between healthy and lesioned cartilage, along with evidence from expression quantitative trait loci (eQTLs), provides strong support for the functional impact of these genetic and epigenetic factors on cartilage biology.[2] For instance, a long-non-coding RNA, lnc-PIK3R1-4:1, located near PIK3R1, may also contribute to cartilage regulation if variants in linkage disequilibrium affect its expression.[2]
Cartilage Thickness and Osteoarthritis Pathophysiology
Section titled “Cartilage Thickness and Osteoarthritis Pathophysiology”Disruptions in cartilage thickness are a hallmark of pathophysiological processes leading to conditions like hip osteoarthritis (OA). OA is characterized by radiographic features such as a Kellgren-Lawrence (KL) grade of 2 or higher, minimal joint space width of 2.5 mm or less, or the presence of osteophytes.[2]The genetic variants associated with cartilage thickness, such as those nearTGFA, FGFR3, and PIK3R1, provide insights into the molecular mechanisms underlying OA susceptibility, particularly as these genes show differential expression in OA-affected cartilage.[2] While DOT1L has been implicated in chondrogenic differentiation, its neighboring gene, GADD45B, which is involved in cell growth arrest and DNA damage repair, may also contribute to the cellular responses to stress and damage observed in OA.[2] Understanding these genetic and molecular pathways offers potential avenues for identifying novel therapeutic targets and developing personalized medicine approaches for OA.[2]
Diagnostic and Prognostic Applications
Section titled “Diagnostic and Prognostic Applications”Cartilage thickness, frequently evaluated using minimal joint space width (mJSW) on hip radiographs, serves as a vital indicator of joint health. Studies indicate that mJSW provides a more reliable assessment of hip joint health compared to traditional methods like the Kellgren & Lawrence score.[2]This is diagnostically significant, as reduced cartilage thickness can indicate hip osteoarthritis (OA), defined by specific criteria such as a Kellgren & Lawrence grade of ≥2, mJSW ≤2.5 mm, or a combination of joint space narrowing and osteophytes.[2]However, while valuable for structural assessment, mJSW’s association with hip pain has been found to be limited, suggesting that a comprehensive clinical picture is necessary for full patient evaluation.[1]Furthermore, cartilage thickness measurements hold substantial prognostic value for predicting disease progression and long-term outcomes in individuals with OA. Monitoring changes in mJSW can signal the worsening of cartilage degradation, which may forecast the need for future interventions such as total hip replacement. Identifying individuals at a higher risk of accelerated cartilage loss enables earlier implementation of preventive strategies and closer clinical surveillance, potentially altering the disease course. These measurements are also crucial for assessing the efficacy of various therapeutic interventions designed to preserve cartilage or slow its degeneration, thereby guiding treatment selection and monitoring strategies in patient care.[2]
Genetic Insights and Risk Stratification
Section titled “Genetic Insights and Risk Stratification”The identification of genetic variants linked to cartilage thickness offers a promising approach for risk stratification and the development of personalized medicine in OA. Genome-wide association studies (GWAS) have pinpointed several genetic loci significantly associated with cartilage thickness, including novel findings nearTGFA (rs2862851 ), PIK3R1 (rs10471753 ), SLBP/FGFR3 (rs2236995 ), and TREH/DDX6 (rs496547 ), alongside the confirmation of previously known loci such as DOT1L and SUPT3H/RUNX2 (rs10948155 , rs12206662 ).[2] These genetic discoveries can help clinicians identify individuals at high genetic risk for cartilage loss and OA, potentially before the onset of noticeable clinical symptoms.
Understanding the genetic underpinnings of cartilage thickness, including the differential expression of genes likeTGFA, FGFR3, and PIK3R1 in OA cartilage lesions, facilitates more precise risk assessment and opens pathways for personalized prevention strategies.[2]For instance, individuals with specific genetic profiles might benefit from targeted lifestyle modifications, early pharmacological interventions, or individualized rehabilitation programs tailored to their unique risk factors. This ability to predict an individual’s susceptibility to cartilage degeneration based on their genetic makeup could transform OA management from a reactive approach to established disease into a proactive, individualized care model.[2]
Associations with Osteoarthritis Pathophysiology
Section titled “Associations with Osteoarthritis Pathophysiology”Cartilage thickness is deeply intertwined with the pathophysiology of osteoarthritis, a widespread and disabling condition predominantly affecting older adults. The genetic loci identified as influencing cartilage thickness are frequently implicated in the development and progression of OA, suggesting shared underlying biological pathways.[2] For example, some individuals may possess an altered cartilage metabolism and homeostasis that predisposes them to early cartilage loss and an elevated risk of OA, a mechanism distinct from other factors like height, which can also influence joint space.[1] The observed differential expression of genes such as TGFA, FGFR3, and PIK3R1in lesioned OA cartilage compared to healthy tissue highlights their functional significance in disease processes. This direct association suggests that these genes may represent critical targets for therapeutic development aimed at restoring cartilage integrity or preventing its degradation. The inherent heterogeneity in how cartilage thickness relates to OA, including the complex interplay of genetic and environmental factors, underscores the necessity for comprehensive clinical approaches that consider these overlapping phenotypes and potential comorbidities in patient management.[2]
Large-Scale Cohort Studies and Longitudinal Patterns
Section titled “Large-Scale Cohort Studies and Longitudinal Patterns”Large-scale population studies have been instrumental in elucidating the genetic and epidemiological landscape of cartilage thickness, often using minimal joint space width (mJSW) as a reliable radiographic proxy. A comprehensive genome-wide association study (GWAS) meta-analysis, involving a discovery set of 13,013 participants from five distinct cohorts and subsequent replication in 8,227 individuals, aggregated a total sample size of 21,240 to identify genetic variants influencing joint health.[2]This extensive approach allowed for the detection of both novel and previously recognized genetic loci associated with cartilage thickness, providing insights into its underlying biological pathways and potential temporal patterns of joint degeneration.[2]Such large cohorts, often linked to biobanks containing genetic and phenotypic data, are critical for understanding how cartilage thickness changes over time and its implications for conditions like osteoarthritis.
The findings from these cohort studies indicate that cartilage thickness is influenced by specific genetic factors, with four novel loci identified near the genesTGFA (rs2862851 ), PIK3R1 (rs10471753 ), SLBP/FGFR3 (rs2236995 ), and TREH/DDX6 (rs496547 ).[2] Additionally, two previously recognized loci, DOT1L and SUPT3H/RUNX2 (rs10948155 , rs12206662 ), were confirmed to be associated with cartilage thickness.[2]The presence of these genetic variants suggests a foundational role in maintaining cartilage integrity and highlights the utility of large population cohorts in uncovering the genetic architecture of complex traits like cartilage thickness, informing future longitudinal studies on disease progression.
Epidemiological Associations and Demographic Factors
Section titled “Epidemiological Associations and Demographic Factors”Epidemiological studies have sought to understand the prevalence patterns and demographic factors associated with cartilage thickness, recognizing its critical role in joint health and as a predictor for conditions such as hip osteoarthritis (OA). While specific incidence rates for cartilage thickness itself are not detailed, its association with OA allows for broader epidemiological inferences.[1]For instance, the identification of genetic variants influencing cartilage thickness suggests a genetic predisposition that could contribute to variations in cartilage health across populations, potentially impacting the incidence and prevalence of OA.[2]The economic impact of lower-limb osteoarthritis worldwide underscores the public health significance of understanding factors affecting cartilage thickness at a population level.[1] The findings that genes like TGFA, FGFR3, and PIK3R1are differentially expressed in OA cartilage lesions compared to non-lesioned tissue within the same individuals suggest a direct link between these genetic factors, cartilage biology, and disease pathology.[2]This provides a basis for future epidemiological research to explore how these genetic predispositions might interact with environmental and lifestyle factors, such as occupational exposures like those observed in farmers for hip OA, to influence cartilage health across diverse populations.[1]
Methodological Considerations and Generalizability
Section titled “Methodological Considerations and Generalizability”The rigorous methodologies employed in population studies of cartilage thickness are crucial for ensuring the reliability and generalizability of findings. The GWAS meta-analysis for cartilage thickness, proxied by mJSW, utilized a discovery set of 13,013 individuals and a replication set of 8,227, applying extensive quality control measures to approximately 2.5 million genotyped or imputed SNPs.[2] This robust design, including low genomic control inflation factors, enhances the statistical power and confidence in the identified associations, such as the novel loci near TGFA, PIK3R1, SLBP/FGFR3, and TREH/DDX6.[2]The use of mJSW as a proxy for cartilage thickness is a common practice in large-scale epidemiological studies, acknowledging the practical challenges of direct cartilage imaging in very large cohorts, though it represents an indirect measure.
Further enhancing the methodological depth, gene prioritization analyses were performed using multiple lines of evidence, including exome sequencing data from 2,050 individuals to screen for functional variants, eQTL evidence, OMIM phenotypes, and differential gene expression in OA cartilage.[2] While these large-scale studies provide broad insights, considerations regarding sample representativeness and generalizability are important; the primary cohorts involved appear predominantly of European ancestry, suggesting that findings may need further validation in more diverse ethnic and geographic populations. Nevertheless, the identification of novel biological pathways through hypothesis-free genome-wide studies holds significant potential for identifying new treatment options and developing personalized medicine approaches for conditions related to cartilage health.[2]
Key Variants
Section titled “Key Variants”| RS ID | Gene | Related Traits |
|---|---|---|
| rs7571789 rs2862851 | TGFA | osteoarthritis, hip grip strength alpha angle cartilage thickness |
| rs34656141 | AP3D1 | hematocrit cartilage thickness |
| rs34687269 | ASTN2 | osteoarthritis, hip cartilage thickness |
| rs7711053 rs10471753 | PIK3R1 - LINC02198 | cartilage thickness |
| rs34717890 | MYPOP | cartilage thickness |
| rs76248879 | ASTN2, ASTN2-AS1 | cartilage thickness |
| rs10948155 | CDC5L - SUPT3H | cartilage thickness |
| rs8097746 | DYM | BMI-adjusted hip circumference body height cartilage thickness |
| rs61648765 | FOXA3 - IRF2BP1 | cartilage thickness |
| rs2260671 | RPSAP52, RPSAP52 | cartilage thickness |
Frequently Asked Questions About Cartilage Thickness
Section titled “Frequently Asked Questions About Cartilage Thickness”These questions address the most important and specific aspects of cartilage thickness based on current genetic research.
1. My parents have bad knees. Will my cartilage thin too?
Section titled “1. My parents have bad knees. Will my cartilage thin too?”Yes, your family history can definitely play a role. Cartilage thickness is influenced by genetic predispositions, with genes likeTGFA linked to this trait. So, if your parents have issues, you might have a higher genetic risk, but environmental factors and how you use your joints also contribute significantly.
2. Does my running hobby wear out my joint cartilage faster?
Section titled “2. Does my running hobby wear out my joint cartilage faster?”It depends. Intense mechanical loading on joints is one factor that can influence cartilage thickness. While exercise is generally good, extreme or improper loadingcould contribute to wear over time, especially if you have genetic predispositions. Finding a balance is key.
3. Is it normal for my joint cartilage to thin as I age?
Section titled “3. Is it normal for my joint cartilage to thin as I age?”Yes, age is a known factor influencing cartilage thickness. As we get older, there’s a natural tendency for cartilage to degrade, which can lead to thinning. This is part of the complex process that can increase the risk of conditions like osteoarthritis.
4. My joints don’t hurt. Could my cartilage still be thinning?
Section titled “4. My joints don’t hurt. Could my cartilage still be thinning?”Yes, absolutely. Research shows that a measure of joint space, often used as a proxy for cartilage thickness, doesn’t always strongly correlate with pain. You could have thinning cartilage without experiencing symptoms yet, which is why structural assessments are important.
5. Does my family background affect my cartilage thickness risk?
Section titled “5. Does my family background affect my cartilage thickness risk?”Yes, your genetic ancestry can influence your risk. Most studies identifying genetic links to cartilage thickness have been done on people of European ancestry, meaning the findings might not fully apply or represent risks in other diverse global populations.
6. Can my daily habits protect my joint cartilage?
Section titled “6. Can my daily habits protect my joint cartilage?”Yes, daily habits and environmental factors significantly influence your cartilage health. While genetics play a part, things like maintaining a healthy weight, avoiding excessive joint stress, and proper nutrition can help support your cartilage and its extracellular matrix.
7. Can I know if my cartilage is thinning before pain starts?
Section titled “7. Can I know if my cartilage is thinning before pain starts?”Yes, you can. Doctors often use X-rays to measure minimum joint space width, which is an indirect way to assess cartilage thickness. This can serve as an early indicator of cartilage changes, even before you experience significant pain or other symptoms.
8. My sibling has healthy joints, but mine ache. Why?
Section titled “8. My sibling has healthy joints, but mine ache. Why?”It’s a complex mix of factors. While you share genes with your sibling, individual genetic variations, different environmental exposures, varying mechanical loading on your joints, and unique life experiences can lead to different cartilage health outcomes.
9. What does it mean if my doctor says my cartilage is thinning?
Section titled “9. What does it mean if my doctor says my cartilage is thinning?”It means your doctor is likely monitoring for conditions like osteoarthritis. Reduced cartilage thickness is a key sign of OA progression. This information helps them track disease severity, evaluate treatments, and discuss potential future management options with you.
10. Can a DNA test predict my future cartilage health?
Section titled “10. Can a DNA test predict my future cartilage health?”DNA tests can identify genetic variants linked to cartilage thickness and osteoarthritis risk. While they can’t give a definitive prediction, they can offer insights into your predispositions. This information could potentially guide personalized prevention strategies in the future.
This FAQ was automatically generated based on current genetic research and may be updated as new information becomes available.
Disclaimer: This information is for educational purposes only and should not be used as a substitute for professional medical advice. Always consult with a healthcare provider for personalized medical guidance.
References
Section titled “References”[1] Faber BG et al. The identification of distinct protective and susceptibility mechanisms for hip osteoarthritis: findings from a genome-wide association study meta-analysis of minimum joint space width and Mendelian randomisation cluster analyses. EBioMedicine. 2023.
[2] Castano-Betancourt MC et al. Novel Genetic Variants for Cartilage Thickness and Hip Osteoarthritis. PLoS Genet. 2016.