Skip to main content
PMC home page
Scientific Reports logoLink to Scientific Reports
. 2022 Mar 10;12:4198. doi: 10.1038/s41598-022-08092-5

Three-dimensional MRI shows cartilage defect extension with no separation from the meniscus in women in their 70 s with knee osteoarthritis

Hisako Katano 1, Nobutake Ozeki 1, Hideyuki Koga 2, Makoto Tomita 3, Kenji Suzuki 4, Jun Masumoto 4, Ichiro Sekiya 1,✉
PMCID: PMC8913674  PMID: 35273291

Abstract

The positional relationship between cartilage defects and the meniscus is poorly understood for osteoarthritis of the knee. Our purpose was to clarify how cartilage defects extend and their association with the meniscus location during osteoarthritis progression. The subjects were women in their 70 s who were registered in the Kanagawa Knee Study. We obtained 3D MRI images of the tibial surfaces with menisci in subjects with cartilage area ratios < 0.95 and examined the morphological association between cartilage defects and the medial meniscus (MM) by viewing the defects according to the cartilage area ratio at the medial tibial region. Of the 561 Kanagawa Knee Study subjects, 45 were included in the analyses, and 11 had a cartilage area ratio < 0.95 at the medial tibia. Significant differences were observed in the localization of cartilage defects among 9 subregions, with cartilage defects occurring predominantly in the middle external subregion. The inner margin of the MM contacted the cartilage defect in 7 knees and crossed the cartilage defect in 4 knees but was never found separated from the cartilage defect. The cartilage defects occurred from the middle external subregion and extended to the surrounding area without separating from the inner margin of the MM.

Trial registration UMIN, UMIN000032826; 1 September 2018.

Subject terms: Stem cells, Medical research

Introduction

Osteoarthritis (OA) of the knee is a degenerative disease characterized by cartilage wear and spur formation1. An increasing number of papers now report that the main cause of medial OA, which accounts for the majority of knee OA, is extrusion of the medial meniscus (MM)2. Cadaveric studies have shown that MM extrusion (MME) concentrates the load distribution on the articular cartilage3, while animal studies have shown that MME accelerates articular cartilage wear4. However, how MME affects the morphology of articular cartilage in humans has not been established.

Morphological studies have previously examined the association between the medial tibial cartilage regions and MM. For example, almost 80 years ago, Bennet described that cartilage damage was most prevalent in the tibial area not covered by the meniscus5. Gulati et al. reported that the midpoint of the medial tibial cartilage defect was, on average, 3.4% anterior to the compartment midline in patients undergoing unicompartmental knee arthroplasty for OA6. Arno et al.7 analyzed the bone pieces resected during total knee arthroplasty for OA and reported a medial tibial cartilage defect located central in an anterior–posterior direction and extending to the medial margin. Arno et al.8 examined OA knees by magnetic resonance imaging (MRI) and reported an inverse relationship between the medial tibial cartilage volume and the meniscus contact ratio (the proportion of MM length to the medial femoral cartilage length in one MRI slice). Although cadaveric observations and surgical and 2D MRI studies have been reported, no account has yet been taken of the 3D structure of the cartilage and meniscus under conditions where the soft tissue is not damaged. Knowledge is also lacking regarding the morphological relationship between the medial tibial cartilage and the MM. Clarification of this association could lead to improvements in the prevention and treatment of OA.

Recent advances in analysis systems have opened up the possibility of automatically extracting the cartilage and meniscus from knee MRI information and using 3D images to obtain a noninvasive determination of the morphological relationship between the cartilage and meniscus9. However, using this image extraction method to clarify the progression of knee OA requires periodic observations of MRI images of specific subjects, beginning before the onset of OA and progressing through the late stages of OA. This necessitates data collection over a considerable period and is difficult to accomplish. One approach to solve this problem is to collect cross-sectional MRI data from a relatively homogeneous population, arrange them in order of OA severity from mild to severe by sensitive quantitative evaluation, and then analyze the morphological relationship between the medial tibial cartilage and MM, assuming that OA progresses in the same order.

The Kanagawa Knee Study is our current epidemiological survey, and we have collected MRI data for 3D analysis from 561 current and former desk workers. All the study subjects had no history of hospital visits for knee disease for more than 3 months9. Here, we have extracted data from the Kanagawa Knee Study only for female participants aged in their 70 s, as this population theoretically has a relatively well-matched set of risk factors for OA, including age, gender, environment, and history of trauma10. The purpose of our current study was to clarify how cartilage defect extension occurs and to determine its association with the meniscus location during OA progression. We therefore viewed 3D MRI images of the knees of this selected cohort who showed medial tibial cartilage defects and arranged them from highest to lowest in terms of the ratio of the remaining cartilage area to the region of interest (ROI) in the medial tibial cartilage. Our hypothesis was that the cartilage defects extend from the inner margin of the extruded MM.

Methods

The Kanagawa knee study

This study was approved by the Medical Research Ethics Committee of Tokyo Medical and Dental University, and written informed consent was obtained from all subjects. All methods were performed in accordance with the relevant guidelines and regulations. The protocols were enrolled in a database of the National University Hospital Council of Japan (UMIN000032826) on 01/06/2018 and disclosed. The first subject (registration number: KS-001) was included in the study 28/09/2018. The last subject (registration number: KS-573) was included on 05/09/2019.

The purpose of the Kanagawa Knee Study is to clarify the epidemiology and natural history of knee OA9. The main inclusion criteria are (1) employees of the Kanagawa Prefectural Office, retired employees of the Kanagawa Prefectural Office, or those who work in Kanagawa Prefecture or live in the Tokyo metropolitan area, and (2) those who work at a desk for at least 4 h per day or perform similar work during their employment. The main exclusion criteria are those who have (1) a history of surgery on either the left or right knee and (2) a past history of consecutive visits to the hospital for more than 3 months for knee injuries on either the left or right side, from birth to the start of data collection.

MRI scanning

The MRI system was used at 3.0 T (Achieva 3.0TX, Philips, Amsterdam, Netherlands) with 16-channel coils. The sagittal plane of the knee joint was acquired to obtain both a fat-suppressed spoiled gradient echo sequence (SPGR) image and a proton-density weighted (PDW) image, with total scan durations of 7 min 30 s and 7 min 10 s, respectively. For both images, sagittal images were obtained at an in-plane resolution of 0.31 × 0.31 mm, a partition thickness of 0.36 mm (320 slices), and a field of view (head to tail × anterior to posterior) of 150 × 150 mm11.

MRI 3D images and cartilage area ratio

The MRI analysis software was a 3D image analysis system volume analyzer (SYNAPSE 3D (Japanese product name: SYNAPSE VINCENT), collaborative version, FUJIFILM Corporation, Tokyo, Japan). The cartilage regions were automatically extracted from the SPGR images, and the bone and meniscus regions were obtained from the PDW images. The reconstructed 3D images were projected onto a plane. The cartilage thickness mapping was also displayed.

The software set the ROI at the medial tibial surface according to the bone morphology (Fig. 1, Supplementary Fig. 1). The software automatically computed a “cartilage area ratio,” which represented the ratio of the cartilage area to the total area of the ROI. A cartilage area ratio value of 1 indicates that cartilage covers the entire ROI, whereas a cartilage area ratio value of 0 means that no cartilage covers the ROI. The software drew a bounding box around the ROI, that was partitioned equally into three vertical and horizontal subregions, generating thus nine subregions9.

Figure 1.

Figure 1

Open in a new tab

3D MRI analysis of the tibial surface of a representative control knee. (A) Bone and ROIs. The PDW images were used for automatic segmentation of the bone region (yellow) (i), the 3D image was then reconstructed (ii), and the medial and lateral tibial articular surfaces were defined as the ROIs (iii). (In this image, the ROIs were drawn manually for explanatory purposes.) (B) Cartilage. The SPGR images were used for automatic segmentation of the cartilage region (green) (i), the tibial articular cartilage and bone were reconstructed in 3D (ii), and ROIs with nine subregions were overlapped (iii). (C) Meniscus. The PDW images were used for automatic segmentation of the meniscus regions (blue) (i), the medial meniscus and lateral meniscus were reconstructed in 3D and overlapped on the bone (ii), and the cartilage was inserted (iii).

We previously validated our software and determined the Dice similarity coefficients (DSC), an index of accuracy, between the software-generated contours and the manually generated contours12. The average DSC was 0.98 for the tibial bone, 0.89 for the tibial cartilage, 0.92 for the MM, and 0.89 for the ROI of the medial/lateral tibia plateau9.

Radiographic images

Anteroposterior radiographic images were obtained with the knee in extension in the standing position. The medial compartment was classified by Kellgren-Lawrence (KL) grading13.

Medial meniscus extrusion distance

The MRI digital imaging and communications in medicine (DICOM) data were also analyzed using SYNAPSE 3D software. Coronal cross-sectional images were reconstructed from MRI data of proton-enhanced sagittal cross-sectional images. The slice in which the tibia was at its maximum transverse diameter was selected. The meniscus area was automatically extracted, and a perpendicular line was manually drawn from the inner edge of the tibia, excluding the spurs. A second perpendicular line was also manually drawn from the outer edge of the MM. The distance between these two perpendicular lines was defined as the MME distance14.

Enrollment of subjects

The Kanagawa Knee Study included 561 subjects. Of these, 277 were females, and 52 of those women were between the ages of 70 and 79 (Fig. 2). After excluding 2 subjects with lateral OA and 5 subjects with patellofemoral (PF) OA, 45 subjects were selected for analysis in the present study. Of these, 11 subjects had cartilage ratios < 0.95 at the medial tibia. One control subject was also randomly selected from 6 subjects with a cartilage area ratio of 1.0.

Figure 2.

Figure 2

Open in a new tab

Enrollment of subjects. The Kanagawa Knee Study consisted of 561 subjects, including 277 females, 52 of whom were women 70–79 years old. Excluding 2 subjects with lateral osteoarthritis (OA) and 5 subjects with patellofemoral (PF) OA, 45 subjects were selected for analysis in this study; 11 of these subjects had cartilage area ratios at the medial tibial < 0.95. One control subject was randomly selected from 6 subjects with cartilage area ratios of 1.0.

Statistical analysis

The association between the cartilage area ratio and the KL grade was examined in 45 subjects using the Jonckheere-Terpstra test. The MME distance was examined using the Welch two-sample t-test to determine the significance of any difference between “the cartilage area ratio < 0.95” group (n = 11) and “the cartilage area ratio ≥ 0.95” group (n = 34). Pearson's Chi-square test was used in 11 subjects with cartilage ratio < 0.95 to examine whether cartilage defects occur equally in the nine subregions at the medial tibial cartilage, with the assumption that the null hypothesis was equally valid in all nine subregions.

The relationship between the inner margin of the MM and the cartilage defect can be classified into three categories: contact, intersection, and separation. We examined if these three categories occurred equally using Pearson's Chi-squared test and again assuming that the null hypothesis was equally valid in all three categories. A value of p < 0.05 was considered statistically significant. All statistical analyses were performed with EZR software (Saitama Medical Center, Jichi Medical University, Saitama, Japan)15.

Ethics approval and consent to participate

This study was approved by the Medical Research Ethics Committee of Tokyo Medical and Dental University, and written informed consent was obtained from all subjects. The protocol was enrolled in a database of the National University Hospital Council of Japan (UMIN000032826) and disclosed.

Consent for publication

This manuscript does not contain any identifiable information about an individual.

Results

Radiographic images

Of the 34 subjects with a cartilage area ratio ≥ 0.95, 26 had KL0-1 and 8 had KL2 according to anteroposterior radiographic images of the knee in the standing position. By contrast, of the 11 subjects with a cartilage area ratio < 0.95, 3 had KL2, 5 had KL3, and 3 had KL4 (Fig. 3). No significant relationship was evident between the cartilage area ratio and the KL grade in the subjects with a cartilage area ratio < 0.95.

Figure 3.

Figure 3

Open in a new tab

Anteroposterior radiographic images of the knee in the standing position. The images are ordered from highest to lowest in terms of their cartilage area ratios at the medial tibia. The Kellgren–Lawrence grade is also shown.

Medial meniscus extrusion by 2D MRI

The control subject showed no tibial spur in 2D MRI (Fig. 4A). By contrast, 11 subjects with a cartilage area ratio < 0.95 showed a variety of spurs at the medial tibia. The MME was 1.8 ± 1.9 mm (standard ± SD; n = 34) in the subjects with a ratio ≥ 0.95 and 7.1 ± 3.1 mm (n = 11) in the subjects with a ratio < 0.95 and this MME difference was statistically significant (Fig. 4B).

Figure 4.

Figure 4

Open in a new tab

Medial meniscus (MM) extrusion determined by 2D MRI. (A) Medial meniscus in coronal images of proton-weighted MRI. The images are ordered from highest to lowest cartilage area ratios at the medial tibia; the MM extrusion distance is also shown. The three yellow lines indicate, from the center, the vertical line of the outer margin of the tibia, the vertical line of the outer margin of the spur, and the vertical line of the outer margin of the MM. (B) Comparison of the MM extrusion distance in the two groups separated by cartilage area ratios at the medial tibia of 0.95. Average with SD is shown. **; p < 0.01 by the Welch two-sample t-test.

3D MRI of the cartilage

In all 11 knees with cartilage defects, the defects were located in the middle (with respect to the anterior–posterior axis) external (with respect to the internal–external axis) subregion of the nine subregions (Fig. 5A). In particular, cartilage defects were prevalent in the five subregions adjacent to the middle external subregion (Fig. 5B), and the difference in localization was statistically significant.

Figure 5.

Figure 5

Open in a new tab

Location of defects in the medial tibial cartilage. (A) Cartilage area of the tibia determined by 3D magnetic resonance imaging (MRI). The tibial cartilage is shown in green, and the region of interest (ROI) of the medial tibial cartilage is shown enclosed within the blue line in the fully automated 3D-constructed MRI image. The cartilage area ratio is defined as the ratio of the cartilage area to the ROI area. The cartilage area ratio at the medial tibia is also shown, and the images are ordered from the highest to the lowest ratios. The ROI of the medial tibial cartilage was divided into 9 subregions, with 3 equal vertical and 3 equal horizontal lines. (B) Number of knees with cartilage defects in each subregion among 11 knees. The thickness of the cartilage is indicated by color mapping, where white indicates a thickness ≥ 2 mm and the progression from yellow to red indicates thinning of the cartilage. The tibia bone is shown in gray.

Superimposition of the meniscus on the cartilage thickness map by 3D MRI

The 3D MRI images showed the anatomical location of the MM in the control (Fig. 6). The inner margin contacted the cartilage defect in 7 OA knees (67%) and crossed the cartilage defect in 4 OA knees (33%), but was never separated from the cartilage defect in any knees (0%) (Fig. 7A). The number of knees in which the inner margin of the MM was separated from the cartilage defect was significantly lower than in the other categories (Fig. 7B).

Figure 6.

Figure 6

Open in a new tab

Superimposition of the meniscus on the cartilage thickness mapping of the tibia by 3D MRI. The thickness of the cartilage is indicated by color mapping, where white indicates a thickness ≥ 2 mm and the progression from yellow to red indicates thinning of the cartilage. The meniscus is shown in translucent blue, and the tibia bone is shown in gray.

Figure 7.

Figure 7

Open in a new tab

Relationship between cartilage defects and the inner margin of the medial meniscus (MM). (A) 3D MRI images of the articular surface of the tibia. The tibial cartilage is shown in green, the meniscus in translucent blue, and the bone in gray. The line where the inner margin of the MM contacts the cartilage defect is shown in yellow, and the line where the inner margin of the MM crosses the cartilage defect is shown in pink. (B) Quantitative evaluation of the relationship between cartilage defects and the inner margin of the MM.

Discussion

We viewed 3D MRIs of knees with medial tibial cartilage defects in order of severity in women in their 70 s to determine how the cartilage defects expanded and how they were related to the location of the meniscus during the progression of OA. The cartilage defects were located in the middle external subregion in all 11 knees with cartilage defects. These findings indicated that the cartilage defects were initiated in the middle external subregion and extended to the surrounding subregions.

We included 45 women in their 70 s from the 561 subjects in the Kanagawa Knee Study, after excluding those with lateral OA and PF OA. Twenty of the 45 subjects (44%) had scores of KL2 or higher. This proportion was lower than that reported in the ROAD Study, a large OA study in Japanese subjects, in which 72% of the 913 women in their 70 s had scores of KL2 or higher16. This difference probably reflects: (1) our participant restriction to subjects who were (or had been) engaged in desk work; (2) our exclusion of subjects who had been hospitalized for knee disease for more than 3 months; (3) our exclusion of subjects with lateral OA and PF OA; and (4) our inclusion of subjects who mainly lived in urban areas.

This study excluded 7 participants with lateral OA and PF OA from the 52 female subjects in their 70 s because OA in those 7 women obviously differed from medial OA in its pathogenesis6. The major factor in medial OA is the varus alignment, whereas it is valgus alignment in lateral OA17 and abnormally patellar tilt or congruence in PF OA18.

“Morphological analysis of the 3D MRI excluded 34 participants with a cartilage area ratio greater than 0.95 and less than 1.00. Three orthopedic surgeons (NO, HKo, and IS), who specialize in knee surgery and have more than 20 years of experience, looked at the 3D MRI of the 34 knees. They attributed these readings to the setting of the ROI rather than to cartilage defects due to the aging process (Supplementary Fig. 2). We also assume that the cartilage defects with a cartilage area ratio of less than 0.95 in the 3D MRI are similar to those generally observed during total knee arthroplasty for knee OA. Therefore, we considered further analysis of the subjects with a cartilage area ratio less than 0.95 to be worthwhile in this study. Since the DSC of the ROI of the medial/lateral tibia plateau is 0.89, rather than 1.009, the ROI extends outside the cartilage area in some cases, which is one of the limitations of this software.

Only one of the six participants with a cartilage area ratio = 1 was randomly selected as a control. This participant was presented as a representative reference case for presenting 3D MRI with a cartilage area ratio of less than 0.95. We did not treat this one participant as an exceptional subject in the statistical analysis.

No significant relationship was evident between the cartilage area ratio and the KL grade in the subjects with a cartilage area ratio less than 0.95. This is a result of the small sample size. We recently reported that the radiographic minimum joint space width at the medial compartment was correlated with the cartilage thickness in 3D MRI analysis and that the radiographic osteophyte width was correlated with the MME distance in the 3D MRI analysis in the subjects aged 30–79 years old in the Kanagawa Knee Study19. Analysis of this dataset (n = 527) demonstrated that the correlation coefficient between the cartilage area ratio and the radiographic minimum joint space width at the medial compartment was 0.28 (p = 4.0 × 10–11), indicating a weak correlation20.The correlation coefficient between the cartilage area ratio and the radiographic medial tibial osteophyte width was -0.42 (p = 4.6 × 10–24), indicating a moderate correlation.

The MME was significantly greater in the subjects with a cartilage area ratio < 0.95 at the medial tibial region than in the subjects with a ratio ≥ 0.95. Our study supports the many previous reports on the relationship between medial knee OA and MME21–23. Identifying the boundary of the outer edge of the MM is sometimes difficult in practice using 2D MRI, but this operation was easy in this study because the MM was automatically extracted and colored beforehand. This study is the first to show an association between the MME distance and the cartilage area ratio that is automatically calculated by 3D MRI analysis.

The 3D MRI scans of the cartilage and the MM demonstrated that the inner margin of the MM contacted or intersected the cartilage defect, but no cases were observed where the two were separated. This means that the cartilage defect extended without separating from the MM in OA of the knee. The inner margin of the MM intersected the cartilage defect in 4 of the 11 knees; however, since MM extrusion progresses more in the standing position than in the supine position, performing the MRI in the standing position instead of the supine position would cause the medial margin of the MM to come into contact with the cartilage defect in these knees. Kawaguchi et al. measured MME by ultrasonography and reported increases in the MME distance in the standing position compared to the supine position of 0.48 mm in KL2, 1.06 mm in KL3, and 0.42 mm in KL4 in females24.

We speculate that the progression of OA, based on the findings from this study and previous reports, occurs as follows: extrusion of the MM, which is an important cause of OA, causes the medial femoral condyle to come into direct contact with the medial tibial cartilage that lacks the MM. Extrusion of the MM also induces varus alignment25 and/or lateral thrust26. These changes result in cartilage defects and further enlargement of those defects.

Our study had three limitations. One was that spurs could not be determined automatically by 2D MRI. In addition, the localization of the native cartilage was ambiguous in 3D MRI because spurs and chondrophytes could not be indicated. A second limitation was the subjective nature of the evaluation of the association between the cartilage defect area and the inner margin of MM. A more objective quantitative analysis of this positional relationship is needed for further implementation of our protocol. The third limitation is that detailed meniscus conditions, such as meniscus injuries, meniscus root tears, and meniscus degeneration, are not shown. A more detailed elucidation of how meniscus pathology affects MME and, consequently, the cartilage will be important for elucidating the mechanism of OA progression.

Conclusion

Knees with cartilage defects were complicated by a high rate of MM extrusion. The cartilage defects were initiated at the middle external subregion and extended to the surrounding area without separating from the inner margin of the MM.

Supplementary Information

Supplementary Figures. (1.2MB, pptx)
Supplementary Figure Legends. (20.2KB, docx)

Acknowledgements

This manuscript was proofread by Ms. Ellen Roider.

Abbreviations

MRI

Magnetic resonance imaging

3D MRI

Three-dimensional MRI

2D MRI

Two-dimensional MRI

OA

Osteoarthritis

MM

Medial meniscus

MME

MM extrusion

PF OA

Patellofemoral OA

SPGR

Spoiled gradient

PDW

Proton-density weighted

KL

Kellgren–Lawrence

DICOM

Digital imaging and communications in medicine

Author contributions

H.Ka.: investigation, visualization, writing; N.O.: editing; H.Ko.: editing; M.T.: statistics; K.S.: software; J.M.: software; I.S.: conceptualization, visualization, writing. All authors reviewed the manuscript.

Funding

This study was funded by Fujifilm Corporation.

Data availability

The data sets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

Competing interests

The authors declare no competing interests.

Footnotes

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary Information

The online version contains supplementary material available at 10.1038/s41598-022-08092-5.

References

  • 1.Loeser RF, Goldring SR, Scanzello CR, Goldring MB. Osteoarthritis: A disease of the joint as an organ. Arthritis Rheum. 2012;64:1697–1707. doi: 10.1002/art.34453. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Driban JB, et al. Accelerated knee osteoarthritis is characterized by destabilizing meniscal tears and preradiographic structural disease burden. Arthritis Rheumatol. (Hoboken NJ) 2019;71:1089–1100. doi: 10.1002/art.40826. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Daney BT, et al. Utilization of transtibial centralization suture best minimizes extrusion and restores tibiofemoral contact mechanics for anatomic medial meniscal root repairs in a cadaveric model. Am. J. Sports Med. 2019;47:1591–1600. doi: 10.1177/0363546519844250. [DOI] [PubMed] [Google Scholar]
  • 4.David MA, et al. Early, focal changes in cartilage cellularity and structure following surgically induced meniscal destabilization in the mouse. J. Orthop. Res. Off. Publ. Orthop. Res. Soc. 2017;35:537–547. doi: 10.1002/jor.23443. [DOI] [PubMed] [Google Scholar]
  • 5.Bennett GW, Bauer W. Changes in the knee joints at various ages. Radiology. 1943;40:412–412. doi: 10.1148/40.4.412c. [DOI] [Google Scholar]
  • 6.Gulati A, et al. Localization of the full-thickness cartilage lesions in medial and lateral unicompartmental knee osteoarthritis. J. Orthop. Res. Off. Publ. Orthop. Res. Soc. 2009;27:1339–1346. doi: 10.1002/jor.20880. [DOI] [PubMed] [Google Scholar]
  • 7.Arno S, et al. Retrospective analysis of total knee arthroplasty cases for visual, histological, and clinical eligibility of unicompartmental knee arthroplasties. J. Arthroplasty. 2011;26:1396–1403. doi: 10.1016/j.arth.2010.12.023. [DOI] [PubMed] [Google Scholar]
  • 8.Arno S, et al. Relation between cartilage volume and meniscal contact in medial osteoarthritis of the knee. Knee. 2012;19:896–901. doi: 10.1016/j.knee.2012.04.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Aoki H, et al. Relationship between medial meniscus extrusion and cartilage measurements in the knee by fully automatic three-dimensional MRI analysis. BMC Musculoskelet. Disord. 2020;21:742. doi: 10.1186/s12891-020-03768-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Silverwood V, et al. Current evidence on risk factors for knee osteoarthritis in older adults: A systematic review and meta-analysis. Osteoarthr. Cartil. 2015;23:507–515. doi: 10.1016/j.joca.2014.11.019. [DOI] [PubMed] [Google Scholar]
  • 11.Hyodo A, et al. Projected cartilage area ratio determined by 3-dimensional MRI analysis: Validation of a novel technique to evaluate articular cartilage. JB & JS Open Access. 2019;4:e0010. doi: 10.2106/jbjs.Oa.19.00010. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Zou KH, et al. Statistical validation of image segmentation quality based on a spatial overlap index. Acad. Radiol. 2004;11:178–189. doi: 10.1016/s1076-6332(03)00671-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Kellgren JH, Lawrence JS. Radiological assessment of osteo-arthrosis. Ann. Rheum. Dis. 1957;16:494–502. doi: 10.1136/ard.16.4.494. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Swamy N, Wadhwa V, Bajaj G, Chhabra A, Pandey T. Medial meniscal extrusion: Detection, evaluation and clinical implications. Eur. J. Radiol. 2018;102:115–124. doi: 10.1016/j.ejrad.2018.03.007. [DOI] [PubMed] [Google Scholar]
  • 15.Kanda Y. Investigation of the freely available easy-to-use software 'EZR' for medical statistics. Bone Marrow Transplant. 2013;48:452–458. doi: 10.1038/bmt.2012.244. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Yoshimura N, et al. Prevalence of knee osteoarthritis, lumbar spondylosis, and osteoporosis in Japanese men and women: The research on osteoarthritis/osteoporosis against disability study. J. Bone Miner. Metab. 2009;27:620–628. doi: 10.1007/s00774-009-0080-8. [DOI] [PubMed] [Google Scholar]
  • 17.Wei J, et al. Risk factor heterogeneity for medial and lateral compartment knee osteoarthritis: Analysis of two prospective cohorts. Osteoarthr. Cartil. 2019;27:603–610. doi: 10.1016/j.joca.2018.12.013. [DOI] [PubMed] [Google Scholar]
  • 18.van Middelkoop M, et al. International patellofemoral osteoarthritis consortium: Consensus statement on the diagnosis, burden, outcome measures, prognosis, risk factors and treatment. Semin. Arthritis Rheum. 2018;47:666–675. doi: 10.1016/j.semarthrit.2017.09.009. [DOI] [PubMed] [Google Scholar]
  • 19.Sekiya I, et al. Medial tibial osteophyte width strongly reflects medial meniscus extrusion distance and medial joint space width moderately reflects cartilage thickness in knee radiographs. J. Magn. Resonance Imaging JMRI. 2022 doi: 10.1002/jmri.28079. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Evans, J. D. Straightforward statistics for the behavioral sciences. (Thomson Brooks/Cole Publishing Co, 1996).
  • 21.Bloecker K, et al. Tibial coverage, meniscus position, size and damage in knees discordant for joint space narrowing—Data from the Osteoarthritis Initiative. Osteoarthr. Cartil. 2013;21:419–427. doi: 10.1016/j.joca.2012.11.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 22.Bloecker K, et al. Correlation of semiquantitative vs quantitative MRI meniscus measures in osteoarthritic knees: Results from the Osteoarthritis Initiative. Skeletal Radiol. 2014;43:227–232. doi: 10.1007/s00256-013-1769-2. [DOI] [PubMed] [Google Scholar]
  • 23.Bloecker K, et al. relationship between medial meniscal extrusion and cartilage loss in specific femorotibial subregions: data from the osteoarthritis initiative. Arthritis Care Res. 2015;67:1545–1552. doi: 10.1002/acr.22615. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Kawaguchi K, Enokida M, Otsuki R, Teshima R. Ultrasonographic evaluation of medial radial displacement of the medial meniscus in knee osteoarthritis. Arthritis Rheum. 2012;64:173–180. doi: 10.1002/art.33319. [DOI] [PubMed] [Google Scholar]
  • 25.Goto N, et al. Alignment factors affecting the medial meniscus extrusion increases the risk of osteoarthritis development. Knee Surg. Sports Traumatol. Arthrosc. Off. J. ESSKA. 2019;27:2617–2623. doi: 10.1007/s00167-018-5286-7. [DOI] [PubMed] [Google Scholar]
  • 26.Ishii Y, et al. Increase in medial meniscal extrusion in the weight-bearing position observed on ultrasonography correlates with lateral thrust in early-stage knee osteoarthritis. J. Orthop. Sci. Off. J. Jpn. Orthop. Assoc. 2020;25:640–646. doi: 10.1016/j.jos.2019.07.003. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplementary Figures. (1.2MB, pptx)
Supplementary Figure Legends. (20.2KB, docx)

Data Availability Statement

The data sets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

Articles from Scientific Reports are provided here courtesy of Nature Publishing Group

RESOURCES