Abstract
Little is known about the effects of posterior tethers on the development of proximal junctional kyphosis (PJK). We evaluated the ability of posterior tethers to the proximal motion segment stiffness in long instrumented spinal instrumentation and fusion using a whole body human FE model. A series of finite element (FE) analysis of long segmental spinal fusion (SF) from the upper thoracic vertebra (T1) or lower thoracic vertebra (T9) to the sacrum with pedicle screws and rods were performed using an entire human body FE model (includes 234,910 elements), and compressive stresses (CS) on the anterior column, and tensile stresses (TS) on the posterior ligamentous complex (PLC) in the upper-instrumented vertebra (UIV) and the vertebra adjacent to the UIV (UIV + 1) were evaluated with posterior tethers or without posterior tethers. The models were tested at three T1 tilts (0, 20, 40 deg.), with 20% muscle contraction. Deformable material models were assigned to all body parts. Muscle-tendon complexes were modeled by truss elements with a Hill-type muscle material model. The CS of anterior column decreased with increasing T1 slope with tethers in both models, while the CS remained relatively large in T9 model compared with T1 model (T1 UIV; 0.96 to 1.56 MPa, T9 UIV; 4.79 to 5.61 MPa). The TS of the supraspinous ligament was markedly reduced in both T1 and T9 models with posterior tethers (11–35%). High vertebral CS on UIV and UIV + 1 were seen in the T9 UIV model, and the TS on the PLC were increased in both UIV models. Posterior tethers may decrease PJK development after SF with a proximal thoracic UIV, while both posterior tethers and vertebral augmentation may be necessary to reduce PJK development with a lower thoracic UIV.
Subject terms: Skeletal muscle, Skeleton
Introduction
Proximal junctional kyphosis (PJK) is a common but devastating complication after corrective spine surgery for spinal deformity, especially in patients with pre-existing low bone mineral density (BMD)1–7. The incidence of PJK after corrective spine surgery for adult spinal deformity (ASD) is 36–50% in most recent reports1–7. In these studies, 10–41% of the patients required revision surgery due to intolerable pain, difficulty of forward gazing, or paralysis2,4–6. Several studies have examined the causes and risk factors for this postoperative complication1–7. A large preoperative sagittal malalignment, large pelvic tilt, and large surgical restoration of lumbar lordosis are spinal-alignment-related risk factors for PJK development, while destruction of the soft tissue and low BMD are surgery- and patient-related risk factors, respectively2,4,7–9. Several prophylactic treatment strategies have been proposed to prevent PJK, including teriparatide administration and cement augmentation of adjacent vertebra10–12. However, since PJK appears to be a multi-factorial phenomenon, more research is needed, especially on the effects of spinal alignment and level of fusion. Although previous studies described the biomechanical aspects of PJK, little is known about the effects of instrumentation and sagittal spinal alignment on PJK development. Finite element (FE) models have been widely accepted and used to simulate the effect of fusion on the biomechanics of the human spine and limb joints13–15. Several studies described the effects of posterior fusion and destruction of the soft tissue on the adjacent segment2,4,6–9. Cahill et al. described the effect of instrumented fusion on the adjacent segment and concluded that pressure in the nucleus pulposus and angular displacement increased when the intraspinous ligament (ISL) and supraspinous ligament (SSL) complex were removed immediately above the instrumented levels in an adolescent model15. Very recently, Buell et al. described the junctional posterior tethers to reduce the occurrence of PJK in their pilot study16. Buell et al. also described the favorable biomechanical aspect of posterior tethers to prevent PJK.
However, all of the previous studies used regional spine FE models for analysis, and none demonstrated the effect of long instrumented spinal fusion on adjacent level pathologies using a whole-body simulation17. Therefore, to investigate the prevention strategy of the prevention of PJK using a whole-body simulation in a various spinal fusion level and sagittal spinal alignment is indispensable.
Toyota Central R&D Labs., Inc. and Toyota Motor Corporation jointly developed a whole human body FE model named THUMS (Total HUman Model for Safety) to predict kinematics and injuries of occupants or pedestrians during various crash situations seen in traffic accidents and reported on the applicability of the model18–33. A human body FE model used in this study was developed based on the THUMS Version 334 by incorporating 282 individual muscle models of the whole body into the THUMS to investigate effect of muscle activity on kinematics and injuries of the whole body35–37. In this model, 3D geometry of each muscle is reproduced based on Visible Human Project data (National Institutes of Health, USA) and the stiffness of muscles could be changed according to muscle activation levels. In addition, multiple contacts are defined between muscles and between muscles and bones to reproduce natural and smooth movements of human body. Therefore, postures of this human body FE model could be easily changed. The human body FE model has been applied in various studies on impact biomechanics and medical studies36–39.
Overcoming PJK is an urgent goal, for which it is important to elucidate the pathomechanics involved. Therefore, the purpose of this study was to use the human body FE model to evaluate the biomechanical effects of posterior tethers for the level of upper-instrumented vertebra (UIV), the vertebra adjacent to the UIV (UIV + 1) under conditions including the various spinal alignment with muscle activity.
Materials and Methods
The authors declare no conflicts of interest associated with this manuscript.
FE model
An FE model of instrumented spinal fusion from the upper thoracic vertebra (T1) or lower thoracic vertebra (T9) to the sacrum with segmental bilateral pedicle screws and rods was created on the abovementioned human body FE model35–37 (includes 234,910 elements, Supplemental Figs. 1–3), to evaluate compressive stresses on the anterior column, and tensile stresses on the posterior ligamentous complex (PLC) within and adjacent to the UIV. This model is similar in size to AM50 (the 50-percentile adult male), with a height of 175 cm and a weight of 77 kg. The human body FE model can be available on a general-purpose FE program LS-DYNA (Livermore Software Technology, USA)40. Posterior tethers were add-on between to the UIV and UIV + 1 lamina (Supplemental Fig. 4).
In the human body FE model, the cancellous bones of the vertebral body are modeled using solid elements (hexahedron or tetrahedron) while the cortical bones are modeled using shell elements (quadrangle or triangle). The material properties of cancellous and cortical bones are modeled using an elastic-plastic material model to predict bone fracture risks. The ligaments are modeled using shell elements (quadrangle or triangle) or beam elements (line). The thicknesses of the ligaments are set for the shell elements and the cross-sectional areas are set for the beam elements. The material properties of ligaments are modeled using a nonlinear elastic material model. The discs are modeled using solid elements (hexahedron) in which the annulus is modeled using a rubber-like material model while the nucleus pulposus is modeled using a linear elastic material model to simulate human-like spinal motions26. Each muscle is represented as a hybrid model by combination of solid elements with passive muscle properties and bar elements with active muscle properties to simulate both human body motions and impact energy absorption. The passive muscle properties are modeled using a rubber-like material model while the active muscles properties are modeled using a Hill-type muscle model35. In this study, we used the human body FE model to predict injury risks of the vertebral bodies and spinal ligaments. The risks of bone fractures were evaluated using the maximum compressive stress distribution on the vertebral bodies while the risks of ligament ruptures were evaluated using the maximum tensile stress of the spinal ligaments.
Calculation condition using UIV models
UIV models
We created two different UIV models: in one, the vertebrae below T1 were fused (T1 UIV), and in the other, the vertebrae below T9 were fused (T9 UIV). The models had instrumented spinal fusion from either T1 or T9 to the sacrum. Implant FE models were created to be incorporated into these fused ranges as shown in Fig. 1A. Because the implant usually used for spinal fixation is very stiff (cobalt chrome alloy: ASTM1357), a rigid material was applied to reduce the computation time.
To simulate a spinal deformity patient, especially one with a sagittal spinal deformity, an anteflexion calculation was performed using the human body FE model in a standing posture (body size of the human body FE model corresponds to that of an adult mid-size male; the mechanical properties of bone and muscles etc. correspond to those of a 40–49-year-old), and the first thoracic vertebra (T1) was tilted forward. The mean T1 slope of anteflexion patients is around 20 degrees from clinical observation41,42 whereas the T1 slope of around 40 degrees tends to have high fracture risk of adjacent spines3–5,7. Thus, we created three models with the T1 sagittal tilts of 0, 20, and 40 degrees to investigate effect of the T1 slope on the developing of PJK. We first extracted the node coordinates when the T1 sagittal tilts were 20 and 40 degrees. The human body FE model with three sagittal spinal alignments was then created by replacing the original coordinates by the extracted node coordinates. Figure 1B shows the two created models with T1 sagittal tilt angles of 20 and 40 degrees, and also shows a model with a T1 sagittal tilt angle of 0 degrees which is a normal alignment, as a control case for comparison. The model with the T1 sagittal tilt of 0 degrees had 33, 34, and 48 degrees in the cervical lordosis (CL), the thoracic kyphosis (TK), and the lumber lordosis (LL), respectively whereas the model with the T1 sagittal tilt of 20 degrees had 58, 41, and 30 degrees in CL, TK, and LL. In addition, the model with the T1 sagittal tilt of 40 degrees had 74, 28, and 6 degrees, respectively. A parameter study was conducted using these three models.
To simulate the body conditions of patients after spinal fusion, elements of the ligaments and the muscles within the fused range dissected during the surgery were deleted from all the three models. The splenius cervicis muscle, semi-spinalis cervicis muscle, semispinalis capitis muscle, longissimus cervicis muscle, longissimus capitis muscle, and the inter-transversalis ligament (ITL) below the seventh cervical vertebra (C7) were deleted in the T1-fused model, and the ITL below the eighth thoracic vertebra (T8) was deleted in the T9-fused model (see Supplemental Fig. 1).
Muscle activity
To investigate effects of muscle activity on PJK, it is necessary to input activation level of each muscle. In this study, we set a condition with muscle activity. While PJK could be developed in several postures, PJK could be developed during standing. In the case with muscle activity, an activation level was inputted only to the extensor muscles, to suppress the pre-flexion caused during relaxation. The maximum value of the activation was 20%, which is reported as the mean value of muscle activation levels in the trunk from electromyogram measurement data in the seated state36.
Calculation conditions
Two UIV levels (T1 to sacrum, and T9 to sacrum) were simulated at three different T1 tilts (0, 20, and 40 degrees) with muscle activity with or without posterior tethers. Therefore, 12 models were used for parametric simulations in this study. Additionally, no instrumentation model was used as the control model.
Figure 1C shows the initial conditions for the calculation. The degree of freedom from the pelvis to the foot of the human body FE model in the standing position was constrained, and the gravitational acceleration was applied to each element of the upper body except the constrained pelvis and lower limbs for 1 second. To reduce the computational time, the lower limbs and upper limbs were omitted. The skin of the trunk was modeled using solid elements with high stiffness in the original human body FE model to simulate skin characteristics with high deformation rates for impact simulations. However, such a model is not used to reproduce the skin characteristics when the deformation speed is slow, as in daily activity. Therefore, in this study, as shown in Fig. 1C, we used a model in which the skin of the trunk was deleted. As a result, the number of elements of the human body FE model used in this report was 234,910. The material properties of the posterior elastic tether were obtained based on the surgical ultrahigh molecule weight polyethylene tape from previous report43 (Young’s module: 3.5 GPa, Poisson’ ratio: 0.4, thickness: 0.5 mm, width: 7 mm).
Hypothesis
Posterior tethers may reduce the tensile stress of PLC and compressive stress of the anterior column of UIV + 1 vertebra after instrumented spinal fusion.
Results
Spinal stress distribution in control and spinal fusion model with or without posterior tethers
Figure 2 shows compressive stress distributions of the spinal column of the Atlas (C1) to T9 during maximal anterior bending with or without posterior tethers. The compressive stresses on the UIV and UIV + 1 were high in the T9 UIV model and low in the T1 UIV model. High stress was observed on the vertebrae around the UIV in both the T1 and T9 UIV models. In particular, in the T9 UIV model, a high compressive stress level of about 5 mega-pascals (MPa) or more was present on the anterior surface of the vertebral body.
In T9 model with posterior tethers, the compressive stress of anterior column remained relatively high around the UIV (Fig. 2).
Maximum compressive stress on the anterior column of vertebral body
Tables 1, 2 and Fig. 3 compare the maximum compressive stresses at the anterior columns of the UIV and UIV + 1 vertebrae between with and without the fusion under different T1 sagittal tilt angles, respectively. In the T9 UIV model, the largest compressive stress on UIV + 1 occurred when the T1 tilt angle was 40 degrees (Fig. 3B and Table 2). Comparison of the T1 and T9 UIV models showed that the compressive stress on UIV + 1 was approximately 15–50 times higher in the T9 UIV model than the T1 UIV model. The same trend was seen for the UIV in the T1 versus T9 UIV model, but the difference was about 3–6 fold (Tables 1 and 2).
Table 1.
Level | C7 (UIV + 1) [MPa] | T1 (UIV) [MPa] | ||||
---|---|---|---|---|---|---|
T1 tilt | Control | T1 UIV | T1 + Tether | Control | T1 UIV | T1 + Tether |
0 deg. | 0.29 | 0.13 | 0.22 | 3.50 | 1.08 | 1.56 |
20 deg. | 0.52 | 0.40 | 0.19 | 3.89 | 1.21 | 1.13 |
40 deg. | 0.68 | 0.75 | 0.45 | 6.41 | 1.57 | 0.96 |
Table 2.
Level | T8 (UIV + 1) [MPa] | T9 (UIV) [MPa] | ||||
---|---|---|---|---|---|---|
T1 tilt | Control | T9 UIV | T9 + Tether | Control | T9 UIV | T9 + Tether |
0 deg. | 3.88 | 6.62 | 7.01 | 4.35 | 5.46 | 5.05 |
20 deg. | 7.12 | 8.40 | 7.63 | 3.15 | 6.52 | 4.79 |
40 deg. | 8.98 | 10.71 | 9.39 | 3.35 | 8.73 | 5.61 |
In these cases, posterior tethers decreased the maximum compressive stresses on the anterior column of vertebral body. In the T1 UIV model, the compressive stresses of the anterior column decreased to 46–60% in UIV + 1 vertebra when the T1 tilt angle was greater than 20 degrees. Similarly, in the T9 UIV model, the compressive stresses of the anterior column decreased to 88–91% when the T1 tilt angle was greater than 20 degrees. Comparison of the T1 and T9 UIV models with posterior tethers showed that the compressive stress on the anterior column of UIV + 1 for the T9 UIV model was 20–40 times higher than that of the T1 UIV model.
Maximum tensile stresses of PLC
When the spine sustains forward bending, the PLC (supraspinous ligament: SSL and intraspinous ligament: ISL) attached to the spinous process of the vertebral body is stretched (Supplemental Fig. 3). The tensile force divided by the cross-sectional area of each ligament was calculated as tensile stress of the PLC. Tables 3 and 4 in addition to Fig. 3C,D show the maximum tensile stresses on the SSL and ISL under the maximum forward bending. Compared with the control model, the tensile stresses were higher in both the T1 and T9 UIV models except for 40 degrees of the T1 UIV model. Posterior tethers significantly decreased the tensile stresses of SSL to 13–32% in T1 UIV model and 11-18% in T9 UIV model. Same trend was seen in the tensile stress of ISL (16–35% in T1 UIV and 13–14% in T9 UIV model).
Table 3.
Level | SSL [kPa] | ISL [kPa] | ||||
---|---|---|---|---|---|---|
T1 tilt | Control | T1 UIV | T1 + Tether | Control | T1 UIV | T1 + Tether |
0 deg. | 0.01 | 1.32 | 0.19 | 0.02 | 1.99 | 0.34 |
20 deg. | 0.16 | 0.97 | 0.31 | 0.27 | 1.39 | 0.49 |
40 deg. | 6.25 | 3.83 | 0.49 | 7.75 | 5.10 | 0.81 |
Table 4.
Level | SSL [kPa] | ISL [kPa] | ||||
---|---|---|---|---|---|---|
T1 tilt | Control | T9 UIV | T9 + Tether | Control | T9 UIV | T9 + Tether |
0 deg. | 0.06 | 0.16 | 0.03 | 5.99 | 12.64 | 1.65 |
20 deg. | 0.06 | 0.30 | 0.04 | 9.67 | 14.59 | 2.00 |
40 deg. | 0.01 | 0.51 | 0.05 | 11.16 | 21.20 | 2.99 |
Discussion
PJK is multifactorial phenomenon with various reported risk factors, including both surgery- and patient-related factors1–7. Among the surgical factors, the sagittal spinal alignment and level of the UIV are well recognized risk factors for PJK development2,4,7–9. However, even though the odds ratios for these risk factors have been reported, the biomechanical aspects of the UIV level and the spinal alignment have not been fully understood. To determine the optimal spinal fusion surgery for a spinal deformity, it could be beneficial to apply a human body FE model including muscles, ligaments, and intervertebral discs, those could predict fractures. In the present study, we predicted the effects of posterior tethers on the adjacent segment of long spinal instrumentation and fusion with various UIV level and spinal alignment using an abovementioned human body FE model. We performed an FE analysis on long segmental spinal fusion using the whole human body model with instrumented fusion from either T1 or T9 to the sacrum, and assessed the effects of spinal fusion, UIV level, sagittal spinal alignment, and posterior tethers on the proximal junction.
Stress distributions on spinal column
The compressive stresses were significantly concentrated on the anterior column at both UIV and UIV + 1 in all simulations. Comparisons of the stresses on UIV and UIV + 1 between the T1 and T9 UIV models showed higher spinal column stresses in the T9 UIV model and lower stresses in the T1 UIV model. The compressive stresses were increased with an increase in T1 sagittal tilt in both T1 and T9 UIV models as shown in Tables 1 and 2, suggesting that vertebral body loading is reduced by the restoration of overall spinal alignment.
High stresses were generally observed on the vertebrae around the UIV and in the PLC in both the T1 and T9 UIV models. It is likely that when the vertebral body is inclined forward due to sagittal spinal malalignment and the distance of the front face between the adjacent vertebral bodies is reduced, the adjacent vertebral bodies receive the compressive load. When the distance between the spinous processes on the posterior column of the vertebral body between UIV and UIV + 1 increased, a force occurred to stretch the ligaments (SSL and ISL) attached to the spinous processes (see Supplemental Fig. 3). In particular, in the T9 UIV model, a large stress of about 5 MPa or more occurred on the anterior column of the vertebral body. The vertebral fracture risk is reported to increase when the vertebral compressive stress is about 6 MPa or more in 40–59-year-old individuals44. PJK is common in elderly patients with pre-existing low BMD, and the models used in this study clearly showed that having the UIV at a lower thoracic vertebra is a significant risk factor for PJK development in these patients5.
Maximum compressive stress on the anterior column of the vertebral body
As shown in Table 2, In the T9 UIV model, the largest compressive stress on UIV + 1 occurred when the T1 tilt angle was 40 degrees. One possible reason for the increased compressive stress in this situation is increase in compressive stress at UIV. The reason why compressive stress at the T1 tile angle of 40 degrees in both UIV models was increased compared to non-fixation control is probably because the angle between the gravity direction and the horizontal plane of the vertebral bodies in both UIV models became acute as the T1 sagittal tilt angle increased so that the relative stress applied to the UIV + 1 was increased because the UIV was fixed.
Comparison of the T1 and T9 UIV models showed that the compressive stress on UIV + 1 was approximately 15–50 times higher in the T9 UIV model than the T1 UIV model. These simulation results are consistent with the clinical observations that both UIV + 1 and UIV fractures occur when fusion to T9 is performed for adult spinal deformity patients. In addition, the compressive stress in the T1 UIV model was lower than that in the T9 UIV model. In the T1 UIV model, C7 (UIV + 1) only supports the head and there is no need to support the arm or the trunk in contrast to T9 fusion. Therefore, the compressive stress on the vertebral body is small. This finding is also consistent with the clinical observations that UIV and UIV + 1 fractures rarely occur when T1 is selected for the UIV.
Maximum tensile stresses of PLC
As the degree of kyphosis decreases, the distance between the spinous processes of the upper and lower vertebral bodies becomes shorter, and SSL and ISL also become shorter proportionally; therefore, tensile stresses in the ligaments should decrease. Compared to the control models, the tensile stresses in the PLC were higher in the UIV models. This was probably because the fused vertebral body prevented from tilting forward, but the UIV + 1 could tilt forward, thereby increasing the difference in the anterior tilt angle between these two vertebral bodies.
The tensile stresses on the SSL were higher in the T1 UIV model than in the T9 UIV model, while the stresses on the ISL were higher in the T9 UIV model than in the T1 UIV model. Clinically, rupture of the SSL and ISL often occurs in T1 fixation. Compared with previous clinical studies on PJK, our results were consistent for SSL but not for ISL. It will be necessary to review the thickness, initial length, and material properties of the ligament to improve the prediction accuracy for injury to the ISL.
Simulation results with gravitational load demonstrate that the upper part of the body bends forward from the pelvis when the vertebral bodies are not fused while only the vertebrae from the head to a vertebra above the fused range bend forward when the vertebral bodies are fused. The maximal anterior bending caused significant stresses on the anterior column of UIV and UIV + 1 and on the ISL and SSL. Compared with the previous clinical studies on PJK, the regions where the greatest stresses occurred in the model used in this study coincided with the reported sites of fracture occurrence and ligament injury.
Posterior tethers
Posterior tethers successfully decreased the compressive stress of the anterior column of UIV and UIV + 1 in both T1 and T9 UIV models (see Tables 1 and 2) in when T1 tilt was 20 and 40 degrees, however, the compressive stress was slightly increased when T1 tilt was 0 degree. We speculate that this is because the posterior tethers force functioned to reduce each interbody distance and increased the compressive stress especially the T1 tilt was 0 degrees. In this situation, the position of head was more posterior compared with the T1 tilt 20 and 40 degrees and therefore the compression stress of anterior column in the T1 tilt of 0 degree tended slightly large in anterior column of UIV and UIV + 1 vertebra compared with other models.
The posterior tethers significantly decreased the tensile stress of ISL/SSL in both UIV models. This finding was consisted with the previous preliminary report of posterior tethers for the incidence of PJK following ASD surgery. Buell et al. described that junctional tethers significantly reduced the occurrence of PJK from 45.3% to 34.4% following ASD surgery with minimum 3 months post-operative follow-up17.
In this study, high vertebral compressive stresses on UIV and UIV + 1 were seen in the T9 UIV model, and the tensile stresses on the PLC were increased in both UIV models. The surgical restoration of global sagittal spinal alignment may reduce the stresses on both the vertebrae of the UIV and UIV + 1. Posterior tethers successfully decreased both compressive stresses on the anterior column and tensile stresses on the PLC of adjacent segment in both UIV levels, though the amount of reduction in compressive stress on the anterior column was limited in T9 UIV model.
One of the limitations of the present study was that the simulation is performed with only one condition of bone strength and BMI.
However, in this study, we performed simulations using various conditions including 3 spine alignments and 2 UIV levels. The results consistently showed that the posterior tethers significantly decreased the tensile stress of ISL/SSL in both UIV models.
Further study on the optimal tightening strength of tethers in an osteoporotic bone model and obese model may necessary to improve this procedure for the prevention of the development of PJK.
Conclusion
The compressive stresses of vertebral anterior column on the UIV and UIV + 1 vertebra in the UIV T9 model, and the tensile stresses on the PLC in both the T1 and T9 UIV models were significantly greater than in the no-fixation control. Reinforcement of the PLC by posterior tethers may reduce the development of PJK when spinal fusion is performed with a proximal thoracic UIV, while both posterior tether and vertebral augmentation may be necessary to reduce the development of PJK when the fusion has a lower thoracic UIV.
Supplementary information
Author contributions
Mitsuru Yagi wrote the main manuscript text and Yuko Nakahira performed the simulations and prepared figures and tables. Morio Matsumoto and Masaya Nakamura supervised the work. Kota Watanabe interpreted the data. Masami Iwamoto designed the work.
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.
These authors contributed equally: Mitsuru Yagi and Yuko Nakahira.
Contributor Information
Mitsuru Yagi, Email: yagiman@keio.jp.
Masami Iwamoto, Email: iwamoto@mosk.tytlabs.co.jp.
Supplementary information
is available for this paper at 10.1038/s41598-020-59179-w.
References
- 1.DeWald CJ, Stanley T. Instrumentation-related complications of multilevel fusions for adult spinal deformity patients over age 65: surgical considerations and treatment options in patients with poor bone quality. Spine. 2006;31:S144–151. doi: 10.1097/01.brs.0000236893.65878.39. [DOI] [PubMed] [Google Scholar]
- 2.Nicholls FH, et al. Factors Associated with the Development of and Revision for Proximal Junctional Kyphosis in 440 Consecutive Adult Spinal Deformity Patients. Spine. 2017;42:1693–1698. doi: 10.1097/BRS.0000000000002209. [DOI] [PubMed] [Google Scholar]
- 3.Kim YJ, et al. Proximal junctional kyphosis in adult spinal deformity after segmental posterior spinal instrumentation and fusion: minimum five-year follow-up. Spine. 2008;33:2179–2184. doi: 10.1097/BRS.0b013e31817c0428. [DOI] [PubMed] [Google Scholar]
- 4.Yagi M, King A, Boachie-Adjei O. Incidence, risk factors and classification of proximal junctional kyphosis: surgical outcomes review of adult idiopathic scoliosis. Spine. 2011;36:E60–68. doi: 10.1097/BRS.0b013e3181eeaee2. [DOI] [PubMed] [Google Scholar]
- 5.Yagi M, King AB, Boachie-Adjei O. Incidence, risk factors, and natural course of proximal junctional kyphosis: surgical outcomes review of adult idiopathic scoliosis. Minimum 5 years of follow-up. Spine. 2012;37:1479–1489. doi: 10.1097/BRS.0b013e31824e4888. [DOI] [PubMed] [Google Scholar]
- 6.Yagi M, et al. Characterization and surgical outcomes of proximal junctional failure (PJF) in surgically treated adult spine deformity patients. Spine. 2014;39:E607–614. doi: 10.1097/BRS.0000000000000266. [DOI] [PubMed] [Google Scholar]
- 7.Yagi M, et al. Factors affecting the postoperative progression of thoracic kyphosis in surgically treated adult patient with lumbar degenerative scoliosis. Spine. 2014;39:E521–528. doi: 10.1097/BRS.0000000000000226. [DOI] [PubMed] [Google Scholar]
- 8.Liu FY, et al. Incidence and risk factors for proximal junctional kyphosis: a meta-analysis. Eur Spine J. 2016;25:2376–2383. doi: 10.1007/s00586-016-4534-0. [DOI] [PubMed] [Google Scholar]
- 9.Hallager DW, et al. A comprehensive analysis of the SRS-Schwab adult spinal deformity classification and confounding variables: A prospective, non-US cross-sectional study in 292 patients. Spine. 2016;41:E589–597. doi: 10.1097/BRS.0000000000001355. [DOI] [PubMed] [Google Scholar]
- 10.Martin CT, et al. Preliminary results of the effect of prophylactic vertebroplasty on the incidence of proximal junctional complications after posterior spinal fusion to the low thoracic spine. Spine Deform. 2013;1:132–138. doi: 10.1016/j.jspd.2013.01.005. [DOI] [PubMed] [Google Scholar]
- 11.Yagi M, et al. Teriparatide improves volumetric bone mineral density and fine bone structure in the UIV+1 vertebra, and reduces bone failure type PJK after surgery for adult spinal deformity. Osteoporos Int. 2016;27:3495–3502. doi: 10.1007/s00198-016-3676-6. [DOI] [PubMed] [Google Scholar]
- 12.Hassanzadeh H, et al. Type of anchor at the proximal fusion level has a significant effect on the incidence of proximal junctional kyphosis and outcome in adults after long posterior spinal fusion. Spine Deform. 2013;1:299–305. doi: 10.1016/j.jspd.2013.05.008. [DOI] [PubMed] [Google Scholar]
- 13.Sato F, et al. Effects of whole spine alignment patterns on neck responses in rear end impact. Traffic Injury Prev. 2017;18:199–206. doi: 10.1080/15389588.2016.1227072. [DOI] [PubMed] [Google Scholar]
- 14.Guo, L. X. & Fan, W. Dynamic Response of the Lumbar Spine to Whole-body Vibration under a Compressive Follower Preload. Spine. (2019). [DOI] [PubMed]
- 15.Cahill PJ, et al. The use of a transition rod may prevent proximal junctional kyphosis in the thoracic spine after scoliosis surgery: a finite element analysis. Spine. 2012;37:E687–95. doi: 10.1097/BRS.0b013e318246d4f2. [DOI] [PubMed] [Google Scholar]
- 16.Buell TJ, et al. A Pilot Study on Posterior Polyethylene Tethers to Prevent Proximal Junctional Kyphosis After Multilevel Spinal Instrumentation for Adult Spinal Deformity. Oper Neurosurg. 2919;16:256–266. doi: 10.1093/ons/opy065. [DOI] [PubMed] [Google Scholar]
- 17.Buell, T. J. et al. Optimal tether configurations and preload tensioning to prevent proximal junctional kyphosis: a finite element analysis. J Neurosurg Spine. (2019). [DOI] [PubMed]
- 18.Iwamoto, M. et al. Development of a finite element model of the total human model for safety (THUMS) and application to injury reconstruction, Proc. International Conference on the Biomechanics of Impacts (IRCOBI). 31–42 (2002).
- 19.Shigeta, K., Kitagawa, Y. & Yasuki, T. Development of Next Generation Human FE Model Capable of Organ Injury Prediction, Proc. 21th ESV Conference. 09-0111 (2009).
- 20.Watanabe R, et al. Research of the relationship of pedestrian injury to collision speed, car-type, impact location and pedestrian sizes using human FE model (THUMS Version 4) Stapp Car Crash J. 2912;56:269–321. doi: 10.4271/2012-22-0007. [DOI] [PubMed] [Google Scholar]
- 21.Iwamoto M, Nakahira Y, Kimpara H. Development and Validation of the Total HUman Model for Safety (THUMS) Toward Further Understanding of Occupant Injury Mechanisms in Precrash and During Crash. Traffic Injury Prev. 2015;16:S36–48. doi: 10.1080/15389588.2015.1015000. [DOI] [PubMed] [Google Scholar]
- 22.Iwamoto M, Nakahira Y. Development and Validation of the Total HUman Model for Safety (THUMS) Version 5 Containing Multiple 1D Muscles for Estimating Occupant Motions with Muscle Activation During Side Impacts. Stapp Car Crash J. 2015;59:53–90. doi: 10.4271/2015-22-0003. [DOI] [PubMed] [Google Scholar]
- 23.Kitagawa Y, Yasuki T, Hasegawa J. A study of cervical spine kinematics and joint capsule strain in rear impacts using a human FE model. Stapp Car Crash J. 2006;50:545–566. doi: 10.4271/2006-22-0020. [DOI] [PubMed] [Google Scholar]
- 24.Kimpara H, et al. Effect of assumed stiffness and mass density on the impact response of the human chest using a three-dimensional FE model of the human body. J Biomech Eng. 2006;128:772–776. doi: 10.1115/1.2264394. [DOI] [PubMed] [Google Scholar]
- 25.Kitagawa Y, Yasuki T, Hasegawa J. Research study on neck injury lessening with active head restraint using human body FE model. Traffic Injury Prev. 2008;9:574–582. doi: 10.1080/15389580802381954. [DOI] [PubMed] [Google Scholar]
- 26.Endo, Y. et al. A mechanical consideration on the elderly spine posture. The Japan Society of Mechanical Engineers. 24, 7A22 (in Japanese) (2012).
- 27.Tanaka S, et al. Investigation of a relationship between external force to shoulder and chest injury of WorldSID and THUMS in 32 km/h oblique pole side impact. Traffic Injury Prev. 2013;14:S64–76. doi: 10.1080/15389588.2013.796373. [DOI] [PubMed] [Google Scholar]
- 28.Kimpara, H., Nakahira, Y. & Iwamoto, M. Development and validation of THUMS version 5 with 1D muscle models for active and passive automotive safety research. Conf. Proc IEEE Eng. Med Biol. Soc., 6022–6025 (2016). [DOI] [PubMed]
- 29.Schinkel-Ivy A, Altenhof WJ. Andrews. Validation of a full body finite element model (THUMS) for running-type impacts to the lower extremity. Comput Methods Biomech Biomed Engin. 2014;17:137–148. doi: 10.1080/10255842.2012.672562. [DOI] [PubMed] [Google Scholar]
- 30.Paas R, Davidsson J, Brolin K. Head kinematics and shoulder biomechanics in shoulder impacts similar to pedestrian crashes–a THUMS study. Traffic Injury Prev. 2015;16:498–506. doi: 10.1080/15389588.2014.968778. [DOI] [PubMed] [Google Scholar]
- 31.Wu T, et al. Evaluation of biofidelity of THUMS pedestrian model under a whole-body impact conditions with a generic sedan buck. Traffic Injury Prev. 2017;18:S148–154. doi: 10.1080/15389588.2017.1318435. [DOI] [PubMed] [Google Scholar]
- 32.Pipkorn B, et al. Assessment of an innovative seat belt with independent control of the shoulder and lap portions using THOR tests, the THUMS model, and PMHS tests. Traffic Injury Prev. 2016;7(1):124–130. doi: 10.1080/15389588.2016.1201204. [DOI] [PubMed] [Google Scholar]
- 33.Jones DA, et al. Lumbar vertebrae fracture injury risk in finite element reconstruction of CIREN and NASS frontal motor vehicle crashes. Traffic Injury Prev. 2016;17 S1:109–115. doi: 10.1080/15389588.2016.1195495. [DOI] [PubMed] [Google Scholar]
- 34.Iwamoto, M. et al. Recent advances in THUMS: development of individual internal organs, brain, small female and pedestrian model, Proceedings of 4th European LS-Dyna Users Conference, pp1-10 (2003).
- 35.Iwamoto, M. et al. Development of a Human FE Model with 3-D Geometry of Muscles and Lateral Impact Analysis for the Arm with Muscle Activity. SAE technical paper. 2009-01-2266 (2009)
- 36.Iwamoto M, et al. Development of a Human Body Finite Element Model with Multiple Muscles and their Controller for Estimating Occupant Motions and Impact Responses in Frontal Crash Situations. Stapp Car Crash Journal. 2012;56:231–268b. doi: 10.4271/2012-22-0006. [DOI] [PubMed] [Google Scholar]
- 37.Iwamoto, M. & Nakahira, Y. A Preliminary Study to Investigate Muscular Effects for Pedestrian Kinematics and Injuries Using Active THUMS. Proc. International Conference on the Biomechanics of Impacts (IRCOBI). IRC-14-53 (2014).
- 38.Nakahira Y, Iwamoto M. Side impact analysis using a human whole body FE model with muscular solid elements. JSAE Transaction. 2015;41:1011–16. [Google Scholar]
- 39.Iwamoto, M. Visualization of stresses or strains of bones, joints, and muscles in sitting postures using a human body finite element model. Japanese Journal of Clinical Biomechanics. 38 (in Japanese) (2017).
- 40.LIVERMORE SOFTWARE TECHNOLOGY CORPORATION (LSTC) LS-DYNA Theory Manual, https://www.dynamore.se/resources/manuals/ls-dyna-theory-manual/ (2015).
- 41.Park Ji Hoon, Cho Chul Bum, Song Jun Ho, Kim Seok Woo, Ha Yoon, Oh Jae Keun. T1 Slope and Cervical Sagittal Alignment on Cervical CT Radiographs of Asymptomatic Persons. Journal of Korean Neurosurgical Society. 2013;53(6):356. doi: 10.3340/jkns.2013.53.6.356. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Sun Jin, Zhao Hong-Wei, Wang Jun-Jie, Xun Liang, Fu Na-Xin, Huang Hui. Diagnostic Value of T1 Slope in Degenerative Cervical Spondylotic Myelopathy. Medical Science Monitor. 2018;24:791–796. doi: 10.12659/MSM.906417. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Ueda, U., Morihara, T. & Sudom, T. Braided flat cable constituted of ultrahigh-molecular polyethylene fibers. WO2011049139A1. 2011-04-28, https://patents.google.com/patent/WO2011049139A1/en (accessed 2017-8-22) (2011).
- 44.Yamada, H. Strength of Biological Materials. the Williams & Wilkins Company Baltimore: pp. 77–8 (1970).
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