Chethan K N1, Mohammad Zuber1, Shyamasunder Bhat N2, Satish Shenoy B1, Chandrakant R Kini1. 1. Department of Aeronautical and Automobile Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India. 2. Department of Orthopedics, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, 576104, India.
Abstract
BACKGROUND: The Hip joint is the primary joint which gives stability to the human body. The wear and tear associated with age and other factors, require these joints to be replaced by implants using hip arthroplasty surgeries. Cobalt chromium alloy (CoCr), titanium alloy, stainless steel are some of the most common hip joint materials used for hip implants. The design requirement for hip joint implants are very stringent to avoid revision joint surgeries due to aseptic loosening. There are various choices in shapes and materials used for stem and acetabular designs. This makes it more difficult to make an informed decision on the type of design and material that can be used for hip implants. METHODS: Circular, Oval, ellipse and trapezoidal designs with three individual cross sections (defined as profile 1, profile 2 and profile 3) are considered for the study. All models are modeled using CATIA V-6. Static structural analysis is performed using ANSYS R-19 to arrive at the best possible design and material combination for stem and acetabular cup. RESULTS: It was found that, profile 2 of all the four designs has the lowest possible deformation and von Mises stress when compared to profile 1 and profile 2. In general, profile 2 with trapezoidal stem has best outcomes in terms of its mechanical properties. Besides, stem designed with material CoCr and its associated acetabular cup with CoC (ceramic on ceramic) material can produce an implant having better properties and longer durability. CONCLUSIONS: CoCr was found to be the preferred choice of material for stem design. It was also observed that, irrespective of material considered for the analysis profile 2 with trapezoidal stem showcased lesser deformation and von Mises stress over the other eleven models. For analysis involving acetabular cups, CoC implants exhibited better mechanical properties over the conventional CoPE (Ceramic on polyethylene) materials such as Ultra-high molecular weight polyethylene (UHMWPE). It is inferred from the findings of this study that, the profile 2 with trapezoidal stem design made of CoCr material and acetabular cup made of CoC material is best suited for hip joint implants.
BACKGROUND: The Hip joint is the primary joint which gives stability to the human body. The wear and tear associated with age and other factors, require these joints to be replaced by implants using hip arthroplasty surgeries. Cobalt chromium alloy (CoCr), titanium alloy, stainless steel are some of the most common hip joint materials used for hip implants. The design requirement for hip joint implants are very stringent to avoid revision joint surgeries due to aseptic loosening. There are various choices in shapes and materials used for stem and acetabular designs. This makes it more difficult to make an informed decision on the type of design and material that can be used for hip implants. METHODS: Circular, Oval, ellipse and trapezoidal designs with three individual cross sections (defined as profile 1, profile 2 and profile 3) are considered for the study. All models are modeled using CATIA V-6. Static structural analysis is performed using ANSYS R-19 to arrive at the best possible design and material combination for stem and acetabular cup. RESULTS: It was found that, profile 2 of all the four designs has the lowest possible deformation and von Mises stress when compared to profile 1 and profile 2. In general, profile 2 with trapezoidal stem has best outcomes in terms of its mechanical properties. Besides, stem designed with material CoCr and its associated acetabular cup with CoC (ceramic on ceramic) material can produce an implant having better properties and longer durability. CONCLUSIONS: CoCr was found to be the preferred choice of material for stem design. It was also observed that, irrespective of material considered for the analysis profile 2 with trapezoidal stem showcased lesser deformation and von Mises stress over the other eleven models. For analysis involving acetabular cups, CoC implants exhibited better mechanical properties over the conventional CoPE (Ceramic on polyethylene) materials such as Ultra-high molecular weight polyethylene (UHMWPE). It is inferred from the findings of this study that, the profile 2 with trapezoidal stem design made of CoCr material and acetabular cup made of CoC material is best suited for hip joint implants.
The importance of hip can be summarized by the fact that it facilitates human movement and supports entire body weight without causing any pain [1]. The hip joint consists of femoral head which is attached into the acetabulum [2]. The total hip joint arthroplasty is performed to reduce pain and induce normal movement in cases of wear and tear of the joints [3]. Sir John Charnley was the pioneer in the advancement of total hip replacement in early 1960 and recent advances in hip material has made it a popular alternative [4, 5]. Two types of stems namely modular and non-modular are frequently used. Both stems are identical except the modular neck stem has a separate neck piece that allows for 60 different options for head center. Whereas the non-modular neck has only 10 options [6, 7]. In addition to design, many types of materials are used to make these implants [8, 9]. The materials used in hip implants such as cobalt chromium alloy, titanium alloy, stainless steel are popular because of their biocompatibility property [10]. The basic requirement of materials is that, it should be biocompatible and produce less wear rate so that chances of revisions are avoided due to aseptic loosening of implants [11]. Aseptic loosening is the major problem leading to the revision of joints post-surgery [12, 13].Finite element analysis (FEA) is very popular tool used to analyze the behaviors of the any models which are developed [14]. Anthony et al. [15] re-evaluated the hip joint designs by using FEA. Circle, ellipse, oval, trapezoidal designs were modelled using solid works. Three materials namely Co–Cr–Mo, Stainless Steel SS316L, and titanium alloy (Ti–6Al–4V) were considered. The analysis was carried out for all the stems to determine their von Mises stress and displacement. The load was applied on femoral head. The lateral condyle and some portion of greater trochanter was fixed [16]. Jiang et al. [17] considered four different models of hip implants. UHMWPE, CoCrMo alloy, 316L stainless steel and Ti–6Al–4V alloy were considered in this study. Using finite element method mechanical characterization was carried out under static and dynamic conditions. The strain and stress distribution across the implants and deformation were observed in all the models. In the first model acetabular cup was considered as UHMWPE along with metallic femur head. In the second model a metallic backing cup covers the UHMWPE acetabular cup. In the third model a layer of artificial cartilage covers the femoral head. The fourth model was identical to the third model except the acetabular cup made up of UHMWPE is covered by metallic cup. A 28mm diameter femoral head was considered along with acetabular cup of 8mm thickness. They observed that cartilage layer distributes the load which resulted in reduction of the peak stress and deformation in the implants. Finally, they concluded that mechanical properties of the model with artificial cartilage layer and a Ti–6Al–4V cup are the best among the four models. Zafer et al. [18] investigated the static, dynamic and fatigue behavior of Ti–6Al–4V and cobalt–chromium metal materials and compared the stem shape developed by Charnley. Four different stems with varying surface curvatures straight, notched, notched and curved shapes were considered for the study. They found that all the stems were safe against stress conditions imposed. Notched stem made of Ti–6Al–4V was the best among all remaining models under both static and dynamic conditions.Yan et al. [19] studied the effect of a porous titanium femoral prosthesis on bone remodeling. In this study implants made of solid titanium and solid cobalt–chrome, porous titanium with different prosthesis were evaluated. The elastic modulus of prosthesis strongly influence the bone loss around the implant. They also inferred that the volume of bone with density will decrease if instead of porous titanium implant, cobalt-chrome implant was used. The numerical study also showed that the increase in the porosity will lead to a linear decrease in both the volume and density of bone. It was also determined that the strength of porous titanium decreased with increase in the porosity. In another study, Bah et al. [20] applied the load on the center of femoral head with the joint reaction force acting on greater trochanter. Horak et al. [21] The hip joint computational model was loaded using force and kinematic conditions, which were implanted into the center of rotation of the femur head. Contact was modelled between the femoral head and the acetabulum as a normal contact with a friction coefficient f = 0.08. Mangesh et al. [22] followed the ISO 7206–4 and ASTM F2996-13 static loading boundary conditions. There is clear lack of uniformity in the type of boundary conditions applied and the type of design and/or material that would be best suitable for hip joint prosthesis.In this work, four shapes namely circular, ellipse, oval and trapezoidal are modelled with three different profiles. Finite element method is used to carry out static analysis is on all the twelve models using ANSYS R-19. Boundary conditions are considered according to the ASTM standards. Ti–6Al–4V and CoCr alloys are the widely used materials in the hip implant stems [23]. Both materials are evaluated along with different designs to find the best suited materials which can be used for hip stems. The first part of the study involves the modeling and analysis of stems which is a basic component in total hip arthroplasty. Next a combination of stem, acetabular cup, femoral head and backing cup are analyzed to find the best suited complete hip implant.
Materials and methods
Several types of designs are popularly used in the total hip arthroplasty. The shape and profile are the important parameter in the design of the stem. In this study, circular, oval, ellipse and trapezoidal shapes as shown in Fig. 1 are considered in the analysis. Fig. 1 also shows the changes in the cross sections of the stem and defined as profile 1, profile 2 and profile 3. In profile 1, a straight stem with radius on lateral side near the proximal end is considered. The arc length and diameter of the profile 2 is increased along with the total angle between the medial and lateral faces. In profile 3, a cornered shoulder replaces the radius on the lateral side. The neck and medial side dimensions are constant in all the three designs. In total, twelve designs are modeled using CATIA V-6 as non-modular implant stems. These models are subjected to static structural analysis using ANSYS R-19 to evaluate the von Mises stress, deformation in load acting direction and total deformation. The material properties considered in this study are represented in Table 1.
Fig. 1
The different stem designs used for the study.
Table 1
Mechanical properties of the materials used for stems [24].
Sl
Materials
Young's modulus [GPa]
Density [gm/cm3]
Poisson's ratio
Ultimate Tensile strength [MPa]
1.
Ti–6Al–4V
114
4.5
0.31
930
2.
CoCr Alloy
200
8.5
0.30
1503
The different stem designs used for the study.Mechanical properties of the materials used for stems [24].
Meshing & boundary conditions
The models were meshed using unstructured mesh. The mesh independency study carried out resulted in the selection of optimal mesh size for the analysis. In this work, the circular shaped profile 1 stem was considered for mesh dependency. Several mesh size was developed by varying the mesh size from 5mm to 0.25mm [22]. The result of different mesh size in terms of stresses developed are presented in Fig. (2a). It can be seen that the stresses increase significantly as the mesh size is reduced 1mm from the initial size of 5 mm. Beyond the mesh size lesser than 1mm, there is no major changes in stresses for subsequent mesh size. Thus the mesh size of 1 mm was adopted for the analysis of all the models in this work. The total number of elements and nodes obtained in modeling of various implants were approximately 675, 000 nodes and 495,000 elements.
Fig. 2
(a) Variation of the stress values with a change in mesh size; (b) Boundary conditions considered as per ASTM F2996-13 standards.
(a) Variation of the stress values with a change in mesh size; (b) Boundary conditions considered as per ASTM F2996-13 standards.The boundary conditions are applied as per the ASTM F2996-13 and loading conditions are considered as per ISO 7206–4:2010(E) [25]. According to the standards, the modelled stems are bisected into three cross sections from the top surface of the stem. The hip stem is sectioned from the center of head as per the ISO 7206–4:2010(E) with the worst-case head/neck offset. This section from the center of head helps represent the stress distribution over the implant. A second section was made 10 mm below the first cut. The hip stem was constrained in all directions on all faces distal to the second cut. Constraining the stem in this manner ensures that excessive erroneous stresses are not generated at the region of interest due to the influence of rigid fixation. The fixation of the stem and the load application is as shown in Fig. 2(b). Static structural analysis is carried out for all the twelve designs by enforcing identical boundary conditions.
Results
A preliminary study is carried out on all the models to arrive at the best suitable design for stem implant. The commercially available implants are made of cobalt chromium (CoCr) or Ti–4Al–6V materials. The 12 designs are analyzed for the implants made of CoCr and Ti–4Al–6V materials at uniform loading of 2300 N. The results for CoCr alloy are compiled in Table 2. It was observed from Table 2 that, profile two exhibited less deformation compared to other two profiles in all the four different shapes. Fig. 3 shows the contour plots of von Mises stress, deformation and strain for stem with oval design.
Table 2
Static analysis of hip stem as per the ASTM F2996-13 standards using CoCr alloy.
Sl.
Stem Material
Shape
Profile
Load in N
Total deformation in mm
Equivalent von Mises stress in MPa
Equivalent strain in mm/mm
1.
CoCr alloy
Circular
Profile 1
2300
0.397
834.18
0.0043
2.
CoCr alloy
Profile 2
0.234
616.98
0.0030
3.
CoCr alloy
Profile 3
0.396
893.4
0.0045
4.
CoCr alloy
Ellipse
Profile 1
2300
0.422
923.73
0.0046
5.
CoCr alloy
Profile 2
0.257
665.35
0.0033
6.
CoCr alloy
Profile 3
0.441
1034.2
0.0051
7.
CoCr alloy
Oval
Profile 1
2300
0.411
816.93
0.0042
8.
CoCr alloy
Profile 2
0.245
540.1
0.0027
9.
CoCr alloy
Profile 3
0.418
868.8
0.0044
10.
CoCr alloy
Trapezoidal
Profile 1
2300
0.275
777.21
0.0038
11.
CoCr alloy
Profile 2
0.171
422.28
0.0021
12.
CoCr alloy
Profile 3
0.280
623.48
0.0031
Fig. 3
Oval Profile two: (a) Total Deformation, (b) von Mises Stress, (c) Elastic strain.
Static analysis of hip stem as per the ASTM F2996-13 standards using CoCr alloy.Oval Profile two: (a) Total Deformation, (b) von Mises Stress, (c) Elastic strain.Similar analysis is performed with the Ti–4Al–6V material and the results are tabulated in Table 3. Table 3 shows that stems with materials Ti–4Al–6V produced higher deformation values in all the models when compared to the deformation obtained when CoCr alloy was used (Table 2). Fig. 4 shows the deformation, von Mises stress and elastic strain for trapezoidal stem with materials properties of Ti–4Al–6V.
Table 3
Static analysis of hip stem as per the ASTM F2996-13 standards using Ti–4Al–6V.
Sl.
Stem Material
Shape
Profile
Load in N
Total deformation in mm
Equivalent von Mises stress in MPa
Equivalent strain in mm/mm
1.
Ti–4Al–6V
Circular
Profile 1
2300
0.696
825.5
0.0075
2.
Ti–4Al–6V
Profile 2
0.410
611.82
0.0053
3.
Ti–4Al–6V
Profile 3
0.694
887.69
0.0079
4.
Ti–4Al–6V
Ellipse
Profile 1
2300
0.739
913.96
0.0080
5.
Ti–4Al–6V
Profile 2
0.451
662.45
0.0058
6.
Ti–4Al–6V
Profile 3
0.773
1022.4
0.0089
7.
Ti–4Al–6V
Oval
Profile 1
2300
0.720
810.22
0.0073
8.
Ti–4Al–6V
Profile 2
0.429
533.62
0.0046
9.
Ti–4Al–6V
Profile 3
0.733
861.61
0.0076
10.
Ti–4Al–6V
Trapezoidal
Profile 1
2300
0.482
774.79
0.0067
11.
Ti–4Al–6V
Profile 2
0.300
422.3
0.0037
12.
Ti–4Al–6V
Profile 3
0.490
622.24
0.0054
Fig. 4
Trapezoidal Profile 2: (a) Total Deformation, (b) von Mises Stress, (c) Elastic strain.
Static analysis of hip stem as per the ASTM F2996-13 standards using Ti–4Al–6V.Trapezoidal Profile 2: (a) Total Deformation, (b) von Mises Stress, (c) Elastic strain.From the analysis carried out in Table 2 & Table 3, it was found that the trapezoidal shapes showcased least deformation and lowest von Mises stress irrespective of the material used for stem design. Another important observations was that, the hip stem with CoCr material exhibited lower deformation values when compared to Ti–6Al–4V. Therefore, it can be established that, the stem with CoCr would perform better than Ti–6Al–4V alloy.The next stage of analysis involved the combination of stem made of CoCr (based on the findings from Tables 2 and 3) along with its acetabular components. The acetabular cup is fitted to the head with a constant thickness of 4mm which is further covered with a metal backing cup having a thickness of 2mm.The material combination is defined as CoCr material for hip stem, femoral head, and backing cup (thickness of 2mm). The acetabular liner of thickness 4mm was investigated for 2 materials which are CoCr [CoC implants] and UHMWPE [CoPE implants] [26, 27, 28, 29]. Two different combination of materials are considered for the study namely CoC (ceramic on ceramic) and CoPE (ceramic on polyethylene).The boundary conditions are taken as per ASTM F2996-13 standards [25]. A load of 2300 N is applied from the metal backing cup and the stem below the 90mm from the center of femoral head is fully constrained as fixed support. Fig. 5 shows the boundary conditions applied on the hip implant. The stem is fitted with femoral head, the size of which varies from patient to patient, and usually in the range from 22mm to 36mm [30, 31]. In the present study, the femoral head size for all the models is considered as constant of size 28mm. Static structural analysis is performed on all the twelve designs with acetabular components to identify the best materials combination suitable for implants.
Fig. 5
(a) Boundary condition applied on the implant with acetabular, (b) Discretized model of the implant with acetabular cup and backing cup.
(a) Boundary condition applied on the implant with acetabular, (b) Discretized model of the implant with acetabular cup and backing cup.The results of the static structural analysis carried out for material combination of CoPE as Acetabular liner and Hip stem, Femoral head, backing cup with thickness of 2mm made of CoCr are presented in Table 4.
Table 4
Static analysis of hip Implant as per the ASTM F2996-13 standards with Acetabular cup made of CoPE.
Sl.
Material Combination
Shape
Profile
Load in N
Total deformation in mm
Equivalent von Mises stress in MPa
Equivalent strain in mm/mm
1.
CoPE
Circular
Profile 1
2300
0.099
364.59
0.0037
2.
CoPE
Profile 2
0.058
299.69
0.0027
3.
CoPE
Profile 3
0.102
428.57
0.0034
4.
CoPE
Ellipse
Profile 1
2300
0.107
427.6
0.0033
5.
CoPE
Profile 2
0.061
313.89
0.0035
6.
CoPE
Profile 3
0.113
411.84
0.0035
7.
CoPE
Oval
Profile 1
2300
0.104
392.00
0.0035
8.
CoPE
Profile 2
0.060
222.22
0.0033
9.
CoPE
Profile 3
0.107
417.91
0.0035
10.
CoPE
Trapezoidal
Profile 1
2300
0.071
330.69
0.0035
11.
CoPE
Profile 2
0.050
191.72
0.0035
12.
CoPE
Profile 3
0.073
300.58
0.0035
Static analysis of hip Implant as per the ASTM F2996-13 standards with Acetabular cup made of CoPE.It can be inferred from Table 4, that the trapezoidal prolife 2 produced least deformation and lowest von Mises stresses when compared to other implants. This is further explored in the contours plots for deformation, von Mises stress and elastic strain for trapezoidal shaped implant in Fig. 6.
Fig. 6
Trapezoidal Profile 2: (a) Total Deformation, (b) von Mises Stress, (c) Elastic strain.
Trapezoidal Profile 2: (a) Total Deformation, (b) von Mises Stress, (c) Elastic strain.Table 5 tabulates the results of the static structural analysis carried out for material combination of CoC as Acetabular liner and Hip stem, Femoral head, backing cup with thickness of 2mm made of CoCr under identical boundary conditions.
Table 5
Static analysis of hip Implant as per the ASTM F2996-13 standards with Acetabular cup made of CoC.
Sl.
Material Combination
Shape
Profile
Load in N
Total deformation in mm
Equivalent von Mises stress in MPa
Equivalent strain in mm/mm
1.
CoC
Circular
Profile 1
2300
0.091
364.59
0.0015
2.
CoC
Profile 2
0.047
299.7
0.0014
3.
CoC
Profile 3
0.095
428.57
0.0021
4.
CoC
Ellipse
Profile 1
2300
0.100
427.6
0.0021
5.
CoC
Profile 2
0.051
313.9
0.0015
6.
CoC
Profile 3
0.108
411.84
0.0021
7.
CoC
Oval
Profile 1
2300
0.097
392.01
0.0020
8.
CoC
Profile 2
0.049
222.22
0.0011
9.
CoC
Profile 3
0.100
417.91
0.0021
10.
CoC
Trapezoidal
Profile 1
2300
0.062
330.69
0.0016
11.
CoC
Profile 2
0.038
191.72
0.0009
12.
CoC
Profile 3
0.064
300.58
0.0015
Static analysis of hip Implant as per the ASTM F2996-13 standards with Acetabular cup made of CoC.The results of Table 5 also identify trapezoidal profile 2 showcasing least deformation and lowest von Mises stress for the acetabular liner made of CoC. The Stress distribution, deformation and elastic strain for stem having CoC acetabular liner are shown in Fig. 7.
Fig. 7
Trapezoidal Profile 2, (a) Total Deformation, (b) von Mises Stress, (c) Elastic strain.
Trapezoidal Profile 2, (a) Total Deformation, (b) von Mises Stress, (c) Elastic strain.The Trapezoidal Profile 2 has been proved to be having the lowest values for deformation and von-Mises stresses irrespective of the material used for acetabular liner results from Table 4 and Table 5. It was also determined that, stem having the acetabular liner made of CoC material was better than that made from CoPE material.
Discussion
The most common hip joint materials used for hip implants are cobalt chromium alloy, titanium alloy, stainless steel [10]. The design requirement for hip joint implants are very stringent to avoid revision joint surgeries due to aseptic loosening [12]. Most of the earlier studies have considered various shapes and materials for stem and acetabular designs. The best fit design and material choices are difficult to identify based on the earlier findings in the literature. Although, FEA is a popular tool to analyze the stem design, the boundary conditions adopted are devoid of any standards. This makes it difficult to arrive at common grounds for analyzing the results available in open literature. Jiang et al. [17] investigated four different structural models made of ultra-high molecular weight polyethylene (UHMWPE), CoCrMo alloy, 316L stainless steel and Ti–6Al–4V alloy. Their mechanical characteristics under static and dynamic conditions were studied using finite element method (FEM). They found that the deformation of 0.1mm in the implants with a material of Ti–6Al–4V [17]. Chalernpon et al. [12] found that the stress values were lesser than the yield strength for Ti–4Al–6V alloy when the hip implant along with femur bone was considered. Katarina et al. [32] considered the hip implant with the materials property of Ti–6Al–4V alloy. They found the stress was 256MPa in their implant for the applied load of 6000N.In this study, all the twelve models are evaluated for the total deformation and von Mises stress by considering the ASTM F2996-13 standards. All the models exhibited stresses lesser than the yield strength of the material for the loading of 2300N. Among all the four designs, profile 2 demonstrated the least possible deformation compared to profile 1 and profile 3. Profile 2 exhibited 25% lesser deformation and von Mises stress compared to profile 1 and profile 3.In the stem design, the CoCr resulted in lesser deformation compared to Ti–4Al–6V alloys. In general, profile 2 with trapezoidal shaped stems produced the best outcome, with a total deformation of 0.171mm, von Mises stress of 422.18MPa and equivalent strain of 0.0021mm for the stem made up of CoCr material.Similar findings were reported for complete implants with acetabular liner. The implants made of CoCr had their acetabular liners made of either CoC or CoPE. It was found that implant with acetabular made of CoC has lesser deformation compared to CoPE material. Moreover, the profile 2 with trapezoidal shaped implant has a least deformation of 0.038mm and von Mises stress of 191.72MPa when compared to all the other eleven designs. Thus, it can be inferred from the findings of this study that, profile 2 with trapezoidal stem is well suited for knee implants. The stem should be made of CoCr material and the acetabular liner should be of CoC material for safe and durable usage as implants.
Conclusion
CoCr, Ti–6Al–4V materials are popularly used as stem materials nowadays due to its superior mechanical properties and biocompatibility. In this work, circular, ellipse, oval and trapezoidal stem designs with three different profiles were modelled using CATIA V-6. Loading conditions were applied as per the ASTM F2996-13 standards. CoCr was found to be the preferred choice of material for stem design. It was also observed that, irrespective of material considered for the analysis profile 2 with trapezoidal stem showcased lesser deformation and von Mises stress over the other eleven models. For analysis involving acetabular cups, CoC implants exhibited better mechanical properties over the conventional CoPE materials such as UHMWPE. It is inferred from the findings of this study that, the profile 2 with trapezoidal stem design made of CoCr material and acetabular cup made of CoC material is best suited for hip joint implants.
Declarations
Author contribution statement
Chethan K N & Mohammad Zuber: Conceived and designed the experiments; Performed the experiments; Contributed reagents, materials, analysis tools or data.Shyamasunder Bhat N, Satish Shenoy B & Chandrakant R Kini: Analyzed and interpreted the data; Wrote the paper.
Funding statement
This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.
Competing interest statement
The authors declare no conflict of interest.
Additional information
No additional information is available for this paper.
Authors: Paul J Duwelius; Bob Burkhart; Clay Carnahan; Grant Branam; Laura Matsen Ko; Yingxing Wu; Cecily Froemke; Lian Wang; Gary Grunkemeier Journal: Clin Orthop Relat Res Date: 2013-11-02 Impact factor: 4.176