Skip to main content
Top
Published in: Current Osteoporosis Reports 3/2018

Open Access 01-06-2018 | Biomechanics (G Niebur and J Wallace, Section Editors)

Are CT-Based Finite Element Model Predictions of Femoral Bone Strengthening Clinically Useful?

Authors: Marco Viceconti, Muhammad Qasim, Pinaki Bhattacharya, Xinshan Li

Published in: Current Osteoporosis Reports | Issue 3/2018

Login to get access

Abstract

Purpose of Review

This study reviews the available literature to compare the accuracy of areal bone mineral density derived from dual X-ray absorptiometry (DXA-aBMD) and of subject-specific finite element models derived from quantitative computed tomography (QCT-SSFE) in predicting bone strength measured experimentally on cadaver bones, as well as their clinical accuracy both in terms of discrimination and prediction. Based on this information, some basic cost-effectiveness calculations are performed to explore the use of QCT-SSFE instead of DXA-aBMD in (a) clinical studies with femoral strength as endpoint, (b) predictor of the risk of hip fracture in low bone mass patients.

Recent Findings

Recent improvements involving the use of smooth-boundary meshes, better anatomical referencing for proximal-only scans, multiple side-fall directions, and refined boundary conditions increase the predictive accuracy of QCT-SSFE.

Summary

If these improvements are adopted, QCT-SSFE is always preferable over DXA-aBMD in clinical studies with femoral strength as the endpoint, while it is not yet cost-effective as a hip fracture risk predictor, although pathways that combine both QCT-SSFE and DXA-aBMD are promising.
Footnotes
1
Hereinafter, we will use the % symbol to indicate the percent ratio between the value of interest and some average value that can be used to normalise it. Vice versa, we will use percentage point (annotated with the symbol pp) to indicate difference in percentage between two normalised values.
 
Literature
2.
go back to reference Wainwright SA, Marshall LM, Ensrud KE, Cauley JA, Black DM, Hillier TA, et al. Study of osteoporotic fractures research G. Hip fracture in women without osteoporosis. J Clin Endocrinol Metab. 2005;90:2787–93.CrossRefPubMed Wainwright SA, Marshall LM, Ensrud KE, Cauley JA, Black DM, Hillier TA, et al. Study of osteoporotic fractures research G. Hip fracture in women without osteoporosis. J Clin Endocrinol Metab. 2005;90:2787–93.CrossRefPubMed
3.
go back to reference Basu PK, Beall AG, Simmons DJ, Vannier M. 3-D femoral stress analysis using CT scans and p-version FEM. Biomater Med Devices Artif Organs. 1985;13:163–86.CrossRefPubMed Basu PK, Beall AG, Simmons DJ, Vannier M. 3-D femoral stress analysis using CT scans and p-version FEM. Biomater Med Devices Artif Organs. 1985;13:163–86.CrossRefPubMed
4.
go back to reference Pottecher P, Engelke K, Duchemin L, Museyko O, Moser T, Mitton D, et al. Prediction of hip failure load: in vitro study of 80 femurs using three imaging methods and finite element models-the European fracture study (EFFECT). Radiology. 2016;280:837–47.CrossRefPubMed Pottecher P, Engelke K, Duchemin L, Museyko O, Moser T, Mitton D, et al. Prediction of hip failure load: in vitro study of 80 femurs using three imaging methods and finite element models-the European fracture study (EFFECT). Radiology. 2016;280:837–47.CrossRefPubMed
5.
go back to reference Zysset P, Qin L, Lang T, Khosla S, Leslie WD, Shepherd JA, et al. Clinical use of quantitative computed tomography-based finite element analysis of the hip and spine in the management of osteoporosis in adults: the 2015 ISCD official positions-part II. J Clin Densitom. 2015;18:359–92.CrossRefPubMed Zysset P, Qin L, Lang T, Khosla S, Leslie WD, Shepherd JA, et al. Clinical use of quantitative computed tomography-based finite element analysis of the hip and spine in the management of osteoporosis in adults: the 2015 ISCD official positions-part II. J Clin Densitom. 2015;18:359–92.CrossRefPubMed
6.
go back to reference Orwoll ES, Marshall LM, Nielson CM, Cummings SR, Lapidus J, Cauley JA, et al. Finite element analysis of the proximal femur and hip fracture risk in older men. J Bone Miner Res. 2009;24:475–83.CrossRefPubMed Orwoll ES, Marshall LM, Nielson CM, Cummings SR, Lapidus J, Cauley JA, et al. Finite element analysis of the proximal femur and hip fracture risk in older men. J Bone Miner Res. 2009;24:475–83.CrossRefPubMed
7.
go back to reference Keyak JH, Sigurdsson S, Karlsdottir G, Oskarsdottir D, Sigmarsdottir A, Zhao S, et al. Male-female differences in the association between incident hip fracture and proximal femoral strength: a finite element analysis study. Bone. 2011;48:1239–45.CrossRefPubMedPubMedCentral Keyak JH, Sigurdsson S, Karlsdottir G, Oskarsdottir D, Sigmarsdottir A, Zhao S, et al. Male-female differences in the association between incident hip fracture and proximal femoral strength: a finite element analysis study. Bone. 2011;48:1239–45.CrossRefPubMedPubMedCentral
8.
go back to reference Keyak JH, Sigurdsson S, Karlsdottir GS, Oskarsdottir D, Sigmarsdottir A, Kornak J, et al. Effect of finite element model loading condition on fracture risk assessment in men and women: the AGES-Reykjavik study. Bone. 2013;57:18–29.CrossRefPubMedPubMedCentral Keyak JH, Sigurdsson S, Karlsdottir GS, Oskarsdottir D, Sigmarsdottir A, Kornak J, et al. Effect of finite element model loading condition on fracture risk assessment in men and women: the AGES-Reykjavik study. Bone. 2013;57:18–29.CrossRefPubMedPubMedCentral
9.
go back to reference Kopperdahl DL, Aspelund T, Hoffmann PF, Sigurdsson S, Siggeirsdottir K, Harris TB, et al. Assessment of incident spine and hip fractures in women and men using finite element analysis of CT scans. J Bone Miner Res. 2014;29:570–80.CrossRefPubMedPubMedCentral Kopperdahl DL, Aspelund T, Hoffmann PF, Sigurdsson S, Siggeirsdottir K, Harris TB, et al. Assessment of incident spine and hip fractures in women and men using finite element analysis of CT scans. J Bone Miner Res. 2014;29:570–80.CrossRefPubMedPubMedCentral
10.
go back to reference Nishiyama KK, Ito M, Harada A, Boyd SK. Classification of women with and without hip fracture based on quantitative computed tomography and finite element analysis. Osteoporos Int. 2014;25:619–26.CrossRefPubMed Nishiyama KK, Ito M, Harada A, Boyd SK. Classification of women with and without hip fracture based on quantitative computed tomography and finite element analysis. Osteoporos Int. 2014;25:619–26.CrossRefPubMed
11.
go back to reference •• Falcinelli C, Schileo E, Balistreri L, Baruffaldi F, Bordini B, Viceconti M, et al. Multiple loading conditions analysis can improve the association between finite element bone strength estimates and proximal femur fractures: a preliminary study in elderly women. Bone. 2014;67:71–80. This paper shows that the minimum femoral strength computed simulating multiple side-fall directions has a significantly better discrimination accuracy than DXA-aBMD, whereas single-load strength does not CrossRefPubMed •• Falcinelli C, Schileo E, Balistreri L, Baruffaldi F, Bordini B, Viceconti M, et al. Multiple loading conditions analysis can improve the association between finite element bone strength estimates and proximal femur fractures: a preliminary study in elderly women. Bone. 2014;67:71–80. This paper shows that the minimum femoral strength computed simulating multiple side-fall directions has a significantly better discrimination accuracy than DXA-aBMD, whereas single-load strength does not CrossRefPubMed
12.
go back to reference •• Qasim M, Farinella G, Zhang J, Li X, Yang L, Eastell R, et al. Patient-specific finite element estimated femur strength as a predictor of the risk of hip fracture: the effect of methodological determinants. Osteoporos Int. 2016;27:2815–22. This study confirms the results of reference #11, and includes some additional methodological improvements when only proximal femur CT are available CrossRefPubMedPubMedCentral •• Qasim M, Farinella G, Zhang J, Li X, Yang L, Eastell R, et al. Patient-specific finite element estimated femur strength as a predictor of the risk of hip fracture: the effect of methodological determinants. Osteoporos Int. 2016;27:2815–22. This study confirms the results of reference #11, and includes some additional methodological improvements when only proximal femur CT are available CrossRefPubMedPubMedCentral
13.
go back to reference Testi D, Viceconti M, Baruffaldi F, Cappello A. Risk of fracture in elderly patients: a new predictive index based on bone mineral density and finite element analysis. Comput Methods Prog Biomed. 1999;60:23–33.CrossRef Testi D, Viceconti M, Baruffaldi F, Cappello A. Risk of fracture in elderly patients: a new predictive index based on bone mineral density and finite element analysis. Comput Methods Prog Biomed. 1999;60:23–33.CrossRef
14.
go back to reference Yang L, Parimi N, Orwoll ES, Black DM, Schousboe JT, Eastell R. Association of incident hip fracture with the estimated femoral strength by finite element analysis of DXA scans in the Osteoporotic Fractures in Men (MrOS) study. Osteoporos Int. 2017;29(3):643–51.CrossRefPubMed Yang L, Parimi N, Orwoll ES, Black DM, Schousboe JT, Eastell R. Association of incident hip fracture with the estimated femoral strength by finite element analysis of DXA scans in the Osteoporotic Fractures in Men (MrOS) study. Osteoporos Int. 2017;29(3):643–51.CrossRefPubMed
15.
go back to reference Johannesdottir F, Thrall E, Muller J, Keaveny TM, Kopperdahl DL, Bouxsein ML. Comparison of non-invasive assessments of strength of the proximal femur. Bone. 2017;105:93–102.CrossRefPubMed Johannesdottir F, Thrall E, Muller J, Keaveny TM, Kopperdahl DL, Bouxsein ML. Comparison of non-invasive assessments of strength of the proximal femur. Bone. 2017;105:93–102.CrossRefPubMed
16.
go back to reference Schileo E, Dall'ara E, Taddei F, Malandrino A, Schotkamp T, Baleani M, et al. An accurate estimation of bone density improves the accuracy of subject-specific finite element models. J Biomech. 2008;41:2483–91.CrossRefPubMed Schileo E, Dall'ara E, Taddei F, Malandrino A, Schotkamp T, Baleani M, et al. An accurate estimation of bone density improves the accuracy of subject-specific finite element models. J Biomech. 2008;41:2483–91.CrossRefPubMed
17.
go back to reference Dragomir-Daescu D, Op Den Buijs J, McEligot S, Dai Y, Entwistle RC, Salas C, et al. Robust QCT/FEA models of proximal femur stiffness and fracture load during a sideways fall on the hip. Ann Biomed Eng. 2011;39:742–55.CrossRefPubMed Dragomir-Daescu D, Op Den Buijs J, McEligot S, Dai Y, Entwistle RC, Salas C, et al. Robust QCT/FEA models of proximal femur stiffness and fracture load during a sideways fall on the hip. Ann Biomed Eng. 2011;39:742–55.CrossRefPubMed
18.
go back to reference Schileo E, Balistreri L, Grassi L, Cristofolini L, Taddei F. To what extent can linear finite element models of human femora predict failure under stance and fall loading configurations? J Biomech. 2014;47:3531–8.CrossRefPubMed Schileo E, Balistreri L, Grassi L, Cristofolini L, Taddei F. To what extent can linear finite element models of human femora predict failure under stance and fall loading configurations? J Biomech. 2014;47:3531–8.CrossRefPubMed
19.
go back to reference Dall’Ara E, Luisier B, Schmidt R, Kainberger F, Zysset P, Pahr D. A nonlinear QCT-based finite element model validation study for the human femur tested in two configurations in vitro. Bone. 2013;52:27–38.CrossRefPubMed Dall’Ara E, Luisier B, Schmidt R, Kainberger F, Zysset P, Pahr D. A nonlinear QCT-based finite element model validation study for the human femur tested in two configurations in vitro. Bone. 2013;52:27–38.CrossRefPubMed
20.
go back to reference Stromsoe K, Hoiseth A, Alho A, Kok WL. Bending strength of the femur in relation to non-invasive bone mineral assessment. J Biomech. 1995;28:857–61.CrossRefPubMed Stromsoe K, Hoiseth A, Alho A, Kok WL. Bending strength of the femur in relation to non-invasive bone mineral assessment. J Biomech. 1995;28:857–61.CrossRefPubMed
21.
go back to reference Cheng XG, Lowet G, Boonen S, Nicholson PH, Brys P, Nijs J, et al. Assessment of the strength of proximal femur in vitro: relationship to femoral bone mineral density and femoral geometry. Bone. 1997;20:213–8.CrossRefPubMed Cheng XG, Lowet G, Boonen S, Nicholson PH, Brys P, Nijs J, et al. Assessment of the strength of proximal femur in vitro: relationship to femoral bone mineral density and femoral geometry. Bone. 1997;20:213–8.CrossRefPubMed
22.
go back to reference Eckstein F, Lochmuller EM, Lill CA, Kuhn V, Schneider E, Delling G, et al. Bone strength at clinically relevant sites displays substantial heterogeneity and is best predicted from site-specific bone densitometry. J Bone Miner Res. 2002;17:162–71.CrossRefPubMed Eckstein F, Lochmuller EM, Lill CA, Kuhn V, Schneider E, Delling G, et al. Bone strength at clinically relevant sites displays substantial heterogeneity and is best predicted from site-specific bone densitometry. J Bone Miner Res. 2002;17:162–71.CrossRefPubMed
23.
go back to reference Bousson V, Le Bras A, Roqueplan F, et al. Volumetric quantitative computed tomography of the proximal femur: relationships linking geometric and densitometric variables to bone strength. Role for compact bone. Osteoporos Int. 2006;17:855–64.CrossRefPubMed Bousson V, Le Bras A, Roqueplan F, et al. Volumetric quantitative computed tomography of the proximal femur: relationships linking geometric and densitometric variables to bone strength. Role for compact bone. Osteoporos Int. 2006;17:855–64.CrossRefPubMed
24.
go back to reference Hazrati Marangalou J, Ito K, Cataldi M, Taddei F, van Rietbergen B. A novel approach to estimate trabecular bone anisotropy using a database approach. J Biomech. 2013;46:2356–62.CrossRefPubMed Hazrati Marangalou J, Ito K, Cataldi M, Taddei F, van Rietbergen B. A novel approach to estimate trabecular bone anisotropy using a database approach. J Biomech. 2013;46:2356–62.CrossRefPubMed
25.
go back to reference Taghizadeh E, Reyes M, Zysset P, Latypova A, Terrier A, Buchler P. Biomechanical role of bone anisotropy estimated on clinical CT scans by image registration. Ann Biomed Eng. 2016;44:2505–17.CrossRefPubMed Taghizadeh E, Reyes M, Zysset P, Latypova A, Terrier A, Buchler P. Biomechanical role of bone anisotropy estimated on clinical CT scans by image registration. Ann Biomed Eng. 2016;44:2505–17.CrossRefPubMed
26.
go back to reference Bousson VD, Adams J, Engelke K, Aout M, Cohen-Solal M, Bergot C, et al. In vivo discrimination of hip fracture with quantitative computed tomography: results from the prospective European femur fracture study (EFFECT). J Bone Miner Res. 2011;26:881–93.CrossRefPubMed Bousson VD, Adams J, Engelke K, Aout M, Cohen-Solal M, Bergot C, et al. In vivo discrimination of hip fracture with quantitative computed tomography: results from the prospective European femur fracture study (EFFECT). J Bone Miner Res. 2011;26:881–93.CrossRefPubMed
27.
go back to reference Yang L, Udall WJ, McCloskey EV, Eastell R. Distribution of bone density and cortical thickness in the proximal femur and their association with hip fracture in postmenopausal women: a quantitative computed tomography study. Osteoporos Int. 2014;25:251–63.CrossRefPubMed Yang L, Udall WJ, McCloskey EV, Eastell R. Distribution of bone density and cortical thickness in the proximal femur and their association with hip fracture in postmenopausal women: a quantitative computed tomography study. Osteoporos Int. 2014;25:251–63.CrossRefPubMed
28.
go back to reference Taddei F, Falcinelli C, Balistreri L, Henys P, Baruffaldi F, Sigurdsson S, et al. Left-right differences in the proximal femur’s strength of post-menopausal women: a multicentric finite element study. Osteoporos Int. 2016;27:1519–28.CrossRefPubMed Taddei F, Falcinelli C, Balistreri L, Henys P, Baruffaldi F, Sigurdsson S, et al. Left-right differences in the proximal femur’s strength of post-menopausal women: a multicentric finite element study. Osteoporos Int. 2016;27:1519–28.CrossRefPubMed
29.
go back to reference Viceconti M, Bellingeri L, Cristofolini L, Toni A. A comparative study on different methods of automatic mesh generation of human femurs. Med Eng Phys. 1998;20:1–10.CrossRefPubMed Viceconti M, Bellingeri L, Cristofolini L, Toni A. A comparative study on different methods of automatic mesh generation of human femurs. Med Eng Phys. 1998;20:1–10.CrossRefPubMed
30.
go back to reference Bardyn T, Reyes M, Larrea X, Büchler P. Influence of smoothing on voxel-based mesh accuracy in micro-finite element. In: Miller K, Nielsen PMF, editors. Computational biomechanics for medicine. New York: Springer New York; 2010. p. 85–93.CrossRef Bardyn T, Reyes M, Larrea X, Büchler P. Influence of smoothing on voxel-based mesh accuracy in micro-finite element. In: Miller K, Nielsen PMF, editors. Computational biomechanics for medicine. New York: Springer New York; 2010. p. 85–93.CrossRef
31.
go back to reference Zysset P, Pahr D, Engelke K, Genant HK, McClung MR, Kendler DL, et al. Comparison of proximal femur and vertebral body strength improvements in the FREEDOM trial using an alternative finite element methodology. Bone. 2015;81:122–30.CrossRefPubMed Zysset P, Pahr D, Engelke K, Genant HK, McClung MR, Kendler DL, et al. Comparison of proximal femur and vertebral body strength improvements in the FREEDOM trial using an alternative finite element methodology. Bone. 2015;81:122–30.CrossRefPubMed
32.
go back to reference Rossman T, Kushvaha V, Dragomir-Daescu D. QCT/FEA predictions of femoral stiffness are strongly affected by boundary condition modeling. Comput Methods Biomech Biomed Engin. 2016;19:208–16.CrossRefPubMed Rossman T, Kushvaha V, Dragomir-Daescu D. QCT/FEA predictions of femoral stiffness are strongly affected by boundary condition modeling. Comput Methods Biomech Biomed Engin. 2016;19:208–16.CrossRefPubMed
33.
go back to reference Qasim M, Altai Z, Li X, Viceconti M. Clinical pathway for osteoporotic hip fracture risk assessment using patient-specific finite element models. 23rd European Society of Biomechanics conference - Seville, Spain, 2017. Qasim M, Altai Z, Li X, Viceconti M. Clinical pathway for osteoporotic hip fracture risk assessment using patient-specific finite element models. 23rd European Society of Biomechanics conference - Seville, Spain, 2017.
34.
go back to reference Keaveny TM, Kopperdahl DL, Melton LJ 3rd, Hoffmann PF, Amin S, Riggs BL, et al. Age-dependence of femoral strength in white women and men. J Bone Miner Res. 2010;25:994–1001.CrossRefPubMed Keaveny TM, Kopperdahl DL, Melton LJ 3rd, Hoffmann PF, Amin S, Riggs BL, et al. Age-dependence of femoral strength in white women and men. J Bone Miner Res. 2010;25:994–1001.CrossRefPubMed
35.
go back to reference •• Agten CA, Ramme AJ, Kang S, Honig S, Chang G. Cost-effectiveness of virtual bone strength testing in osteoporosis screening programs for postmenopausal women in the United States. Radiology. 2017;285:506–17. This study reports that QCT-SSFE is cost-effective with simulations costs are reduced to US$100 and combined in a dual pathway with DXA-aBMD CrossRefPubMed •• Agten CA, Ramme AJ, Kang S, Honig S, Chang G. Cost-effectiveness of virtual bone strength testing in osteoporosis screening programs for postmenopausal women in the United States. Radiology. 2017;285:506–17. This study reports that QCT-SSFE is cost-effective with simulations costs are reduced to US$100 and combined in a dual pathway with DXA-aBMD CrossRefPubMed
36.
go back to reference Walpole SC, Prieto-Merino D, Edwards P, Cleland J, Stevens G, Roberts I. The weight of nations: an estimation of adult human biomass. BMC Public Health. 2012;12:439.CrossRefPubMedPubMedCentral Walpole SC, Prieto-Merino D, Edwards P, Cleland J, Stevens G, Roberts I. The weight of nations: an estimation of adult human biomass. BMC Public Health. 2012;12:439.CrossRefPubMedPubMedCentral
37.
go back to reference Leal J, Gray AM, Prieto-Alhambra D, Arden NK, Cooper C, Javaid MK, et al. Impact of hip fracture on hospital care costs: a population-based study. Osteoporos Int. 2016;27:549–58.CrossRefPubMed Leal J, Gray AM, Prieto-Alhambra D, Arden NK, Cooper C, Javaid MK, et al. Impact of hip fracture on hospital care costs: a population-based study. Osteoporos Int. 2016;27:549–58.CrossRefPubMed
38.
go back to reference National Institute for Health and Clinical Excellence (NICE) Guideline N. 124. The Management of Hip Fracture in Adults. London: Royal College of Physicians (UK); 2011. National Institute for Health and Clinical Excellence (NICE) Guideline N. 124. The Management of Hip Fracture in Adults. London: Royal College of Physicians (UK); 2011.
39.
go back to reference Tosteson AN, Gabriel SE, Grove MR, Moncur MM, Kneeland TS, Melton LJ 3rd. Impact of hip and vertebral fractures on quality-adjusted life years. Osteoporos Int. 2001;12:1042–9.CrossRefPubMed Tosteson AN, Gabriel SE, Grove MR, Moncur MM, Kneeland TS, Melton LJ 3rd. Impact of hip and vertebral fractures on quality-adjusted life years. Osteoporos Int. 2001;12:1042–9.CrossRefPubMed
40.
go back to reference Anitha D, Subburaj K, Mei K, Kopp FK, Foehr P, Noel PB, et al. Effects of dose reduction on bone strength prediction using finite element analysis. Sci Rep. 2016;6:38441.CrossRefPubMedPubMedCentral Anitha D, Subburaj K, Mei K, Kopp FK, Foehr P, Noel PB, et al. Effects of dose reduction on bone strength prediction using finite element analysis. Sci Rep. 2016;6:38441.CrossRefPubMedPubMedCentral
41.
go back to reference Cummings SR, Black DM, Rubin SM. Lifetime risks of hip, Colles’, or vertebral fracture and coronary heart disease among white postmenopausal women. Arch Intern Med. 1989;149:2445–8.CrossRefPubMed Cummings SR, Black DM, Rubin SM. Lifetime risks of hip, Colles’, or vertebral fracture and coronary heart disease among white postmenopausal women. Arch Intern Med. 1989;149:2445–8.CrossRefPubMed
42.
go back to reference Crandall CJ, Newberry SJ, Diamant A, Lim YW, Gellad WF, Booth MJ, et al. Comparative effectiveness of pharmacologic treatments to prevent fractures: an updated systematic review. Ann Intern Med. 2014;161:711–23.CrossRefPubMed Crandall CJ, Newberry SJ, Diamant A, Lim YW, Gellad WF, Booth MJ, et al. Comparative effectiveness of pharmacologic treatments to prevent fractures: an updated systematic review. Ann Intern Med. 2014;161:711–23.CrossRefPubMed
Metadata
Title
Are CT-Based Finite Element Model Predictions of Femoral Bone Strengthening Clinically Useful?
Authors
Marco Viceconti
Muhammad Qasim
Pinaki Bhattacharya
Xinshan Li
Publication date
01-06-2018
Publisher
Springer US
Published in
Current Osteoporosis Reports / Issue 3/2018
Print ISSN: 1544-1873
Electronic ISSN: 1544-2241
DOI
https://doi.org/10.1007/s11914-018-0438-8

Other articles of this Issue 3/2018

Current Osteoporosis Reports 3/2018 Go to the issue

Biomechanics (G Niebur and J Wallace, Section Editors)

The Role of Matrix Composition in the Mechanical Behavior of Bone

Orthopedic Management of Fractures (S Bukata and L Gerstenfeld, Section Editors)

Anabolic Strategies to Augment Bone Fracture Healing

Orthopedic Management of Fractures (S Bukata and L Gerstenfeld, Section Editors)

Clinical Management of Osteoporotic Fractures

Regenerative Biology and Medicine in Osteoporosis (T Webster, Section Editor)

Human Knee Meniscus Regeneration Strategies: a Review on Recent Advances