Skip to main content
Top
Published in: BMC Musculoskeletal Disorders 1/2014

Open Access 01-12-2014 | Research article

Development of a rapid knee cartilage damage quantification method using magnetic resonance images

Authors: Ming Zhang, Jeffrey B Driban, Lori Lyn Price, Daniel Harper, Grace H Lo, Eric Miller, Robert J Ward, Timothy E McAlindon

Published in: BMC Musculoskeletal Disorders | Issue 1/2014

Login to get access

Abstract

Background

Cartilage morphometry based on magnetic resonance images (MRIs) is an emerging outcome measure for clinical trials among patients with knee osteoarthritis (KOA). However, current methods for cartilage morphometry take many hours per knee and require extensive training on the use of the associated software. In this study we tested the feasibility, reliability, and construct validity of a novel osteoarthritis cartilage damage quantification method (Cartilage Damage Index [CDI]) that utilizes informative locations on knee MRIs.

Methods

We selected 102 knee MRIs from the Osteoarthritis Initiative that represented a range of KOA structural severity (Kellgren Lawrence [KL] Grade 0 – 4). We tested the intra- and inter-tester reliability of the CDI and compared the CDI scores against different measures of severity (radiographic joint space narrowing [JSN] grade, KL score, joint space width [JSW]) and static knee alignment, both cross-sectionally and longitudinally.

Results

Determination of the CDI took on average14.4 minutes (s.d. 2.1) per knee pair (baseline and follow-up of one knee). Repeatability was good (intra- and inter-tester reliability: intraclass correlation coefficient >0.86). The mean CDI scores related to all four measures of osteoarthritis severity (JSN grade, KL score, JSW, and knee alignment; all p values < 0.05). Baseline JSN grade and knee alignment also predicted subsequent 24-month longitudinal change in the CDI (p trends <0.05). During 24 months, knees with worsening in JSN or KL grade (i.e. progressors) had greater change in CDI score.

Conclusions

The CDI is a novel knee cartilage quantification method that is rapid, reliable, and has construct validity for assessment of medial tibiofemoral osteoarthritis structural severity and its progression. It has the potential to addresses the barriers inherent to studies requiring assessment of cartilage damage on large numbers of knees, and as a biomarker for knee osteoarthritis progression.
Appendix
Available only for authorised users
Literature
1.
go back to reference Roemer FW, Crema MD, Trattnig S, Guermazi A: Advances in imaging of osteoarthritis and cartilage. Radiology. 2011, 260: 332-354.CrossRefPubMed Roemer FW, Crema MD, Trattnig S, Guermazi A: Advances in imaging of osteoarthritis and cartilage. Radiology. 2011, 260: 332-354.CrossRefPubMed
2.
go back to reference Eckstein F, Wirth W: Quantitative cartilage imaging in knee osteoarthritis. Arthritis. 2011, 2011: 1-19.CrossRef Eckstein F, Wirth W: Quantitative cartilage imaging in knee osteoarthritis. Arthritis. 2011, 2011: 1-19.CrossRef
3.
go back to reference Frobell RB, Le Graverand MP, Buck R, Roos EM, Roos HP, Tamez-Pena J, Totterman S, Lohmander LS: The acutely ACL injured knee assessed by MRI: changes in joint fluid, bone marrow lesions, and cartilage during the first year. Osteoarthritis Cartilage. 2009, 17: 161-167.CrossRefPubMed Frobell RB, Le Graverand MP, Buck R, Roos EM, Roos HP, Tamez-Pena J, Totterman S, Lohmander LS: The acutely ACL injured knee assessed by MRI: changes in joint fluid, bone marrow lesions, and cartilage during the first year. Osteoarthritis Cartilage. 2009, 17: 161-167.CrossRefPubMed
4.
go back to reference Eckstein F, Hudelmaier M, Wirth W, Kiefer B, Jackson R, Yu J, Eaton CB, Schneider E: Double echo steady state magnetic resonance imaging of knee articular cartilage at 3 Tesla: a pilot study for the Osteoarthritis Initiative. Ann Rheum Dis. 2006, 65: 433-441.CrossRefPubMed Eckstein F, Hudelmaier M, Wirth W, Kiefer B, Jackson R, Yu J, Eaton CB, Schneider E: Double echo steady state magnetic resonance imaging of knee articular cartilage at 3 Tesla: a pilot study for the Osteoarthritis Initiative. Ann Rheum Dis. 2006, 65: 433-441.CrossRefPubMed
5.
go back to reference Hernandez-Molina G, Guermazi A, Niu J, Gale D, Goggins J, Amin S, Felson DT: Central bone marrow lesions in symptomatic knee osteoarthritis and their relationship to anterior cruciate ligament tears and cartilage loss. Arthritis Rheum. 2008, 58: 130-136.CrossRefPubMedPubMedCentral Hernandez-Molina G, Guermazi A, Niu J, Gale D, Goggins J, Amin S, Felson DT: Central bone marrow lesions in symptomatic knee osteoarthritis and their relationship to anterior cruciate ligament tears and cartilage loss. Arthritis Rheum. 2008, 58: 130-136.CrossRefPubMedPubMedCentral
6.
go back to reference Felson DT, Nevitt MC, Yang M, Clancy M, Niu J, Torner JC, Lewis CE, Aliabadi P, Sack B, Mcculloch C, Zhang Y: A new approach yields high rates of radiographic progression in knee osteoarthritis. J Rheumatol. 2008, 34: 2047-2054. Felson DT, Nevitt MC, Yang M, Clancy M, Niu J, Torner JC, Lewis CE, Aliabadi P, Sack B, Mcculloch C, Zhang Y: A new approach yields high rates of radiographic progression in knee osteoarthritis. J Rheumatol. 2008, 34: 2047-2054.
7.
go back to reference Jaremko JL, Cheng RW, Lambert RG, Habib AF, Ronsky JL: Reliability of an efficient MRI-based method for estimation of knee cartilage volume using surface registration. Osteoarthritis Cartilage. 2006, 14: 914-922.CrossRefPubMed Jaremko JL, Cheng RW, Lambert RG, Habib AF, Ronsky JL: Reliability of an efficient MRI-based method for estimation of knee cartilage volume using surface registration. Osteoarthritis Cartilage. 2006, 14: 914-922.CrossRefPubMed
8.
go back to reference Steines D, Lang P: U.S. Patent 6,799,066. Book U.S. Patent 6,799,066. 2004, USA: United States Patent Steines D, Lang P: U.S. Patent 6,799,066. Book U.S. Patent 6,799,066. 2004, USA: United States Patent
9.
go back to reference Wirth W, Nevitt M, Hellio Le Graverand MP, Benichou O, Dreher D, Davies R, Lee J, Picha K, Gimona A, Maschek S, Hudelmaier M, Eckstein F, OAI investigators: Sensitivity to change of cartilage morphometry using coronal FLASH, sagittal DESS, and coronal MPR DESS protocols--comparative data from the Osteoarthritis Initiative (OAI. Osteoarthritis Cartilage. 2009, 18: 547-554.CrossRefPubMedPubMedCentral Wirth W, Nevitt M, Hellio Le Graverand MP, Benichou O, Dreher D, Davies R, Lee J, Picha K, Gimona A, Maschek S, Hudelmaier M, Eckstein F, OAI investigators: Sensitivity to change of cartilage morphometry using coronal FLASH, sagittal DESS, and coronal MPR DESS protocols--comparative data from the Osteoarthritis Initiative (OAI. Osteoarthritis Cartilage. 2009, 18: 547-554.CrossRefPubMedPubMedCentral
10.
go back to reference Duryea J, Ratzlaff C, Iranpour-Boroujeni T, Collins J, Losina E, Vanwynngaarden C, Gu A: Responsiveness of a semi-automated novel method of measuring cartilage loss in knee osteoarthritis over two years using 3.0 T Dess 3D MRI. Osteoarthritis Cartilage. 2012, 20: S54-S296.CrossRef Duryea J, Ratzlaff C, Iranpour-Boroujeni T, Collins J, Losina E, Vanwynngaarden C, Gu A: Responsiveness of a semi-automated novel method of measuring cartilage loss in knee osteoarthritis over two years using 3.0 T Dess 3D MRI. Osteoarthritis Cartilage. 2012, 20: S54-S296.CrossRef
11.
go back to reference Cashman PMM, Kitney RI, Gariba MA, Carter ME: Automated techniques for visualization and mapping of articular cartilage in MR images of the osteoarthritic knee: a base technique for the assessment of microdamage and submicro damage. Trans NanoBioscience. 2002, 1: 42-51.CrossRef Cashman PMM, Kitney RI, Gariba MA, Carter ME: Automated techniques for visualization and mapping of articular cartilage in MR images of the osteoarthritic knee: a base technique for the assessment of microdamage and submicro damage. Trans NanoBioscience. 2002, 1: 42-51.CrossRef
12.
go back to reference Hussain ZT, Usha SS: Automated image processing and analysis of cartilage MRI: enabling technology for data mining applied to osteoarthritis. AIP Conference Proceedings. 2007, 262-276. Hussain ZT, Usha SS: Automated image processing and analysis of cartilage MRI: enabling technology for data mining applied to osteoarthritis. AIP Conference Proceedings. 2007, 262-276.
13.
go back to reference Vincent G, Wolstenholme C, Scott I, Bowes M: Fully Automatic Segmentation of the Knee Joint using Active Appearance Models. Medical Image Analysis for the Clinic: A Grand Challenge. 2010 Vincent G, Wolstenholme C, Scott I, Bowes M: Fully Automatic Segmentation of the Knee Joint using Active Appearance Models. Medical Image Analysis for the Clinic: A Grand Challenge. 2010
14.
go back to reference Yin Y, Zhang X, Williams R, Wu X, Anderson D, Sonka M: LOGISMOS - Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces: cartilage segmentation in the knee joint. IEEE Trans Med Imaging. 2010, 29: 2023-2037.CrossRefPubMedPubMedCentral Yin Y, Zhang X, Williams R, Wu X, Anderson D, Sonka M: LOGISMOS - Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces: cartilage segmentation in the knee joint. IEEE Trans Med Imaging. 2010, 29: 2023-2037.CrossRefPubMedPubMedCentral
15.
go back to reference Fripp J, Crozier S, Warfield S, Ourselin S: Automatic segmentation and quantitative analysis of the articular cartilages from magnetic resonance images of the knee. IEEE Trans Med Imaging. 2010, 29: 55-64.CrossRefPubMed Fripp J, Crozier S, Warfield S, Ourselin S: Automatic segmentation and quantitative analysis of the articular cartilages from magnetic resonance images of the knee. IEEE Trans Med Imaging. 2010, 29: 55-64.CrossRefPubMed
16.
go back to reference Arno S, Walker PS, Bell CP, Krasnokutsky S, Samuels J, Abramson SB, Regatte R, Recht M: Relation between cartilage volume and meniscal contact in medial osteoarthritis of the knee. Knee. 2012, 19: 896-901.CrossRefPubMedPubMedCentral Arno S, Walker PS, Bell CP, Krasnokutsky S, Samuels J, Abramson SB, Regatte R, Recht M: Relation between cartilage volume and meniscal contact in medial osteoarthritis of the knee. Knee. 2012, 19: 896-901.CrossRefPubMedPubMedCentral
17.
go back to reference Bae WC, Payanal MM, Chen AC, Hsieh-Bonassera ND, Ballard BL, Lotz MK, Coutts RD, Bugbee WD, Sah RL: Topographic patterns of cartilage lesions in knee osteoarthritis. Cartilage. 2010, 1: 10-19.CrossRefPubMedPubMedCentral Bae WC, Payanal MM, Chen AC, Hsieh-Bonassera ND, Ballard BL, Lotz MK, Coutts RD, Bugbee WD, Sah RL: Topographic patterns of cartilage lesions in knee osteoarthritis. Cartilage. 2010, 1: 10-19.CrossRefPubMedPubMedCentral
18.
go back to reference Bennett LD, Buckland-Wright JC: Meniscal and articular cartilage changes in knee osteoarthritis: a cross-sectional double-contrast macroradiographic study. Rheumatology. 2002, 41: 917-923.CrossRefPubMed Bennett LD, Buckland-Wright JC: Meniscal and articular cartilage changes in knee osteoarthritis: a cross-sectional double-contrast macroradiographic study. Rheumatology. 2002, 41: 917-923.CrossRefPubMed
19.
go back to reference Sharma L, Song J, Dunlop D, Felson D, Lewis CE, Segal N, Torner J, Cooke TD, Hietpas J, Lynch J, Nevitt M: Varus and valgus alignment and incident and progressive knee osteoarthritis. Ann Rheum Dis. 2010, 69: 1940-1945.CrossRefPubMedPubMedCentral Sharma L, Song J, Dunlop D, Felson D, Lewis CE, Segal N, Torner J, Cooke TD, Hietpas J, Lynch J, Nevitt M: Varus and valgus alignment and incident and progressive knee osteoarthritis. Ann Rheum Dis. 2010, 69: 1940-1945.CrossRefPubMedPubMedCentral
20.
go back to reference McAlindon T, LaValley M, Schneider E, Nuite M, Le J, Price L, Lo G, Dawson-Hughes B: Effect of vitamin D supplementation on progression of knee pain and cartilage volume loss in patients with symptomatic osteoarthritis: a randomized controlled trial. JAMA. 2012, 309: 155-162.CrossRef McAlindon T, LaValley M, Schneider E, Nuite M, Le J, Price L, Lo G, Dawson-Hughes B: Effect of vitamin D supplementation on progression of knee pain and cartilage volume loss in patients with symptomatic osteoarthritis: a randomized controlled trial. JAMA. 2012, 309: 155-162.CrossRef
21.
go back to reference Peterfy CG, Schneider E, Nevitt M: The osteoarthritis initiative: report on the design rationale for the magnetic resonance imaging protocol for the knee. Osteoarthritis Cartilage. 2008, 16: 1433-1441.CrossRefPubMedPubMedCentral Peterfy CG, Schneider E, Nevitt M: The osteoarthritis initiative: report on the design rationale for the magnetic resonance imaging protocol for the knee. Osteoarthritis Cartilage. 2008, 16: 1433-1441.CrossRefPubMedPubMedCentral
22.
go back to reference Patrick ES, Joseph LF: Intraclass correlations: uses in assessing rater reliability. Psychol Bull. 1979, 86: 420-428.CrossRef Patrick ES, Joseph LF: Intraclass correlations: uses in assessing rater reliability. Psychol Bull. 1979, 86: 420-428.CrossRef
23.
go back to reference Eckstein F, Wirth W, Hudelmaier M, Stein V, Lengfelder V, Cahue S, Marshall M, Prasad P, Sharma L: Patterns of femorotibial cartilage loss in knees with neutral, varus, and valgus alignment. Arthritis Rheum. 2008, 59: 1563-1570.CrossRefPubMed Eckstein F, Wirth W, Hudelmaier M, Stein V, Lengfelder V, Cahue S, Marshall M, Prasad P, Sharma L: Patterns of femorotibial cartilage loss in knees with neutral, varus, and valgus alignment. Arthritis Rheum. 2008, 59: 1563-1570.CrossRefPubMed
24.
go back to reference Pelletier J-P, Raynauld J-P, Berthiaume M-J, Abram F, Choquette D, Haraoui B, Beary JF, Cline GA, Meyer JM, Martel-Pelletier J: Risk factors associated with the loss of cartilage volume on weight-bearing areas in knee osteoarthritis patients assessed by quantitative magnetic resonance imaging: a longitudinal study. Arthritis Res Ther. 2007, 9: R74-CrossRefPubMedPubMedCentral Pelletier J-P, Raynauld J-P, Berthiaume M-J, Abram F, Choquette D, Haraoui B, Beary JF, Cline GA, Meyer JM, Martel-Pelletier J: Risk factors associated with the loss of cartilage volume on weight-bearing areas in knee osteoarthritis patients assessed by quantitative magnetic resonance imaging: a longitudinal study. Arthritis Res Ther. 2007, 9: R74-CrossRefPubMedPubMedCentral
25.
go back to reference Ding C, Garnero P, Cicuttini F, Scott F, Cooley H, Jones G: Knee cartilage defects: association with early radiographic osteoarthritis, decreased cartilage volume, increased joint surface area and type II collagen breakdown. Osteoarthritis Cartilage. 2005, 13: 198-205.CrossRefPubMed Ding C, Garnero P, Cicuttini F, Scott F, Cooley H, Jones G: Knee cartilage defects: association with early radiographic osteoarthritis, decreased cartilage volume, increased joint surface area and type II collagen breakdown. Osteoarthritis Cartilage. 2005, 13: 198-205.CrossRefPubMed
26.
go back to reference Eckstein F, Wirth W, Hunter DJ, Guermazi A, Kwoh CK, Nelson DR, Benichou O: Magnitude and regional distribution of cartilage loss associated with grades of joint space narrowing in radiographic osteoarthritis–data from the Osteoarthritis Initiative (OAI). Osteoarthritis Cartilage. 2010, 18: 760-768.CrossRefPubMedPubMedCentral Eckstein F, Wirth W, Hunter DJ, Guermazi A, Kwoh CK, Nelson DR, Benichou O: Magnitude and regional distribution of cartilage loss associated with grades of joint space narrowing in radiographic osteoarthritis–data from the Osteoarthritis Initiative (OAI). Osteoarthritis Cartilage. 2010, 18: 760-768.CrossRefPubMedPubMedCentral
27.
go back to reference Hunter DJ, Zhang W, Conaghan PG, Hirko K, Menashe L, Li L, Reichmann WM, Losina E: Systematic review of the concurrent and predictive validity of MRI biomarkers in OA. Osteoarthritis Cartilage. 2011, 19: 557-588.CrossRefPubMedPubMedCentral Hunter DJ, Zhang W, Conaghan PG, Hirko K, Menashe L, Li L, Reichmann WM, Losina E: Systematic review of the concurrent and predictive validity of MRI biomarkers in OA. Osteoarthritis Cartilage. 2011, 19: 557-588.CrossRefPubMedPubMedCentral
28.
go back to reference Duryea J, Zaim S, Genant HK: New radiographic-based surrogate outcome measures for osteoarthritis of the knee. Osteoarthritis Cartilage. 2003, 11: 102-110.CrossRefPubMed Duryea J, Zaim S, Genant HK: New radiographic-based surrogate outcome measures for osteoarthritis of the knee. Osteoarthritis Cartilage. 2003, 11: 102-110.CrossRefPubMed
29.
go back to reference Neumann G, Hunter D, Nevitt M, Chibnik LB, Kwoh K, Chen H, Harris T, Satterfield S, Duryea J, Study HA: Location specific radiographic joint space width for osteoarthritis progression. Osteoarthritis Cartilage. 2009, 17: 761-765.CrossRefPubMed Neumann G, Hunter D, Nevitt M, Chibnik LB, Kwoh K, Chen H, Harris T, Satterfield S, Duryea J, Study HA: Location specific radiographic joint space width for osteoarthritis progression. Osteoarthritis Cartilage. 2009, 17: 761-765.CrossRefPubMed
30.
go back to reference Duryea J, Neumann G, Niu J, Totterman S, Tamez J, Dabrowski C, Graverand MPL, Luchi M, Beals CR, Hunter DJ: Comparison of radiographic joint space width with magnetic resonance imaging cartilage morphometry: analysis of longitudinal data from the Osteoarthritis Initiative. Arthritis Care Res. 2010, 62: 932-937.CrossRef Duryea J, Neumann G, Niu J, Totterman S, Tamez J, Dabrowski C, Graverand MPL, Luchi M, Beals CR, Hunter DJ: Comparison of radiographic joint space width with magnetic resonance imaging cartilage morphometry: analysis of longitudinal data from the Osteoarthritis Initiative. Arthritis Care Res. 2010, 62: 932-937.CrossRef
31.
go back to reference Altman RD, Gold GE: tlas of individual radiographic features in osteoarthritis, revised. Osteoarthritis Cartilage. 2007, 15 Suppl A: A1-56.CrossRefPubMed Altman RD, Gold GE: tlas of individual radiographic features in osteoarthritis, revised. Osteoarthritis Cartilage. 2007, 15 Suppl A: A1-56.CrossRefPubMed
32.
go back to reference Sharma L, Song J, Felson TD, Cahue S, Shamiyeh E, Dunlop DD: The role of knee alignment in disease progression and functional decline in knee osteoarthritis. JAMA. 2001, 286: 188-195.CrossRefPubMed Sharma L, Song J, Felson TD, Cahue S, Shamiyeh E, Dunlop DD: The role of knee alignment in disease progression and functional decline in knee osteoarthritis. JAMA. 2001, 286: 188-195.CrossRefPubMed
33.
go back to reference Cicuttini F, Wluka A, Hankin J, Wang Y: Longitudinal study of the relationship between knee angle and tibiofemoral cartilage volume in subjects withknee osteoarthritis. Rheumatol. 2004, 43: 321-324.CrossRef Cicuttini F, Wluka A, Hankin J, Wang Y: Longitudinal study of the relationship between knee angle and tibiofemoral cartilage volume in subjects withknee osteoarthritis. Rheumatol. 2004, 43: 321-324.CrossRef
34.
go back to reference Iranpour-Boroujeni T, Watanabe A, Bashtar R, Yoshioka H, Duryea J: Quantification of cartilage loss in local regions of knee joints using semi-automated segmentation software: analysis of longitudinal data from the Osteoarthritis Initiative (OAI). Osteoarthritis Cartilage. 2011, 19: 309-314.CrossRefPubMed Iranpour-Boroujeni T, Watanabe A, Bashtar R, Yoshioka H, Duryea J: Quantification of cartilage loss in local regions of knee joints using semi-automated segmentation software: analysis of longitudinal data from the Osteoarthritis Initiative (OAI). Osteoarthritis Cartilage. 2011, 19: 309-314.CrossRefPubMed
35.
go back to reference Chan WP, Huang G-S, Hsu S-M, Chang Y-C, Ho W-P: Radiographic joint space narrowing in osteoarthritis of the knee: relationship to meniscal tears and duration of pain. Skeletal Radiol. 2008, 37: 917-922.CrossRefPubMedPubMedCentral Chan WP, Huang G-S, Hsu S-M, Chang Y-C, Ho W-P: Radiographic joint space narrowing in osteoarthritis of the knee: relationship to meniscal tears and duration of pain. Skeletal Radiol. 2008, 37: 917-922.CrossRefPubMedPubMedCentral
36.
go back to reference Beattie KA, Duryea J, Pui M, O’Neill J, Boulos P, Webber CE, Eckstein F, Adachi JD: Minimum joint space width and tibial cartilage morphology in the knees of healthy individuals: A cross-sectional study. BMC Musculoskelet Disord. 2008, 9: 119-CrossRefPubMedPubMedCentral Beattie KA, Duryea J, Pui M, O’Neill J, Boulos P, Webber CE, Eckstein F, Adachi JD: Minimum joint space width and tibial cartilage morphology in the knees of healthy individuals: A cross-sectional study. BMC Musculoskelet Disord. 2008, 9: 119-CrossRefPubMedPubMedCentral
37.
go back to reference Hunter D, Buck R, Vignon E, Eckstein F, Brandt K, Mazzuca SA, Wyman BT, Otterness I, Hellio Le Graverand MP: Relation of regional articular cartilage morphometry and meniscal position by MRI to joint space width in kneeradiographs. Osteoarthritis Cartilage. 2009, 17: 1170-1176.CrossRefPubMed Hunter D, Buck R, Vignon E, Eckstein F, Brandt K, Mazzuca SA, Wyman BT, Otterness I, Hellio Le Graverand MP: Relation of regional articular cartilage morphometry and meniscal position by MRI to joint space width in kneeradiographs. Osteoarthritis Cartilage. 2009, 17: 1170-1176.CrossRefPubMed
38.
go back to reference Hunter DJ, Zhang W, Conaghan PG, Hirko K, Menashe L, Reichmann WM, Losina E: Responsiveness and reliability of MRI in knee osteoarthritis: a meta-analysis of published evidence. Osteoarthritis Cartilage. 2011, 19: 589-605.CrossRefPubMedPubMedCentral Hunter DJ, Zhang W, Conaghan PG, Hirko K, Menashe L, Reichmann WM, Losina E: Responsiveness and reliability of MRI in knee osteoarthritis: a meta-analysis of published evidence. Osteoarthritis Cartilage. 2011, 19: 589-605.CrossRefPubMedPubMedCentral
39.
go back to reference Moriya S, Miki Y, Matsuno Y, Okada M: Three-dimensional double-echo steady-state (3D-DESS) magnetic resonance imaging of the knee: establishment of flip angles for evaluation of cartilage at 1.5 T and 3.0 T. Acta Radiol. 2012, 53: 790-794.CrossRefPubMed Moriya S, Miki Y, Matsuno Y, Okada M: Three-dimensional double-echo steady-state (3D-DESS) magnetic resonance imaging of the knee: establishment of flip angles for evaluation of cartilage at 1.5 T and 3.0 T. Acta Radiol. 2012, 53: 790-794.CrossRefPubMed
40.
go back to reference Roemer FW, Kwoh CK, Hannon MJ, Crema MD, Moore CE, Jakicic JM, Green SM, Guermazia A: Semiquantitative assessment of focal cartilage damage at 3 T MRI: A comparative study of dual echo at steady state (DESS) and intermediate-weighted (IW) fat suppressed fast spin echo sequences. Eur J Radiol. 2011, 80: e126-e131.CrossRefPubMed Roemer FW, Kwoh CK, Hannon MJ, Crema MD, Moore CE, Jakicic JM, Green SM, Guermazia A: Semiquantitative assessment of focal cartilage damage at 3 T MRI: A comparative study of dual echo at steady state (DESS) and intermediate-weighted (IW) fat suppressed fast spin echo sequences. Eur J Radiol. 2011, 80: e126-e131.CrossRefPubMed
41.
go back to reference Bloecker K, Wirth W, Hunter DJ, Duryea J, Guermazi A, Kwoh CK, Resch H, Eckstein F: Contribution of regional 3D meniscus and cartilage morphometry by MRI to joint space width in fixed flexion knee radiography–a between-knee comparison in subjects with unilateral joint space narrowing. Eur J Radiol. 2013, 82: e832-839.CrossRefPubMed Bloecker K, Wirth W, Hunter DJ, Duryea J, Guermazi A, Kwoh CK, Resch H, Eckstein F: Contribution of regional 3D meniscus and cartilage morphometry by MRI to joint space width in fixed flexion knee radiography–a between-knee comparison in subjects with unilateral joint space narrowing. Eur J Radiol. 2013, 82: e832-839.CrossRefPubMed
42.
go back to reference Wirth W, Nevitt M, Hellio Le Graverand MP, Lynch J, Maschek S, Hudelmaier M, Eckstein F, Group ftOII: Lateral and medial joint space narrowing predict subsequent cartilage loss in the narrowed, but not in the non-narrowed femorotibial compartment - data from the Osteoarthritis Initiative. Osteoarthritis Cartilage. 2013, S1063–4584: 00984-00989. Wirth W, Nevitt M, Hellio Le Graverand MP, Lynch J, Maschek S, Hudelmaier M, Eckstein F, Group ftOII: Lateral and medial joint space narrowing predict subsequent cartilage loss in the narrowed, but not in the non-narrowed femorotibial compartment - data from the Osteoarthritis Initiative. Osteoarthritis Cartilage. 2013, S1063–4584: 00984-00989.
43.
go back to reference Eckstein F, Maschek S, Maschek S: One year change of knee cartilage morphology in the first release of participants from the Osteoarthritis Initiative progression subcohort: association with sex, body mass index, symptoms and radiographic osteoarthritis status. Ann Rheum Dis. 2009, 68: 674-679.CrossRefPubMed Eckstein F, Maschek S, Maschek S: One year change of knee cartilage morphology in the first release of participants from the Osteoarthritis Initiative progression subcohort: association with sex, body mass index, symptoms and radiographic osteoarthritis status. Ann Rheum Dis. 2009, 68: 674-679.CrossRefPubMed
44.
go back to reference Bloecker K, Guermazi A, Wirth W, Benichou O, Kwoh CK, Hunter DJ, Englund M, Resch H, Eckstein F, OAI investigators: Tibial coverage, meniscus position, size and damage in knees discordant for joint space narrowing - data from the Osteoarthritis Initiative. Osteoarthritis Cartilage. 2013, 21: 419-427.CrossRefPubMed Bloecker K, Guermazi A, Wirth W, Benichou O, Kwoh CK, Hunter DJ, Englund M, Resch H, Eckstein F, OAI investigators: Tibial coverage, meniscus position, size and damage in knees discordant for joint space narrowing - data from the Osteoarthritis Initiative. Osteoarthritis Cartilage. 2013, 21: 419-427.CrossRefPubMed
Metadata
Title
Development of a rapid knee cartilage damage quantification method using magnetic resonance images
Authors
Ming Zhang
Jeffrey B Driban
Lori Lyn Price
Daniel Harper
Grace H Lo
Eric Miller
Robert J Ward
Timothy E McAlindon
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Musculoskeletal Disorders / Issue 1/2014
Electronic ISSN: 1471-2474
DOI
https://doi.org/10.1186/1471-2474-15-264

Other articles of this Issue 1/2014

BMC Musculoskeletal Disorders 1/2014 Go to the issue