Literature DB >> 29137676

A medium invasiveness multi-level patient's specific template for pedicle screw placement in the scoliosis surgery.

Farhad Azimifar1, Kamran Hassani2, Amir Hossein Saveh3, Farhad Tabatabai Ghomsheh4.   

Abstract

BACKGROUND: Several methods including free-hand technique, fluoroscopic guidance, image-guided navigation, computer-assisted surgery system, robotic platform and patient's specific templates are being used for pedicle screw placement. These methods have screw misplacements and are not always easy to be applied. Furthermore, it is necessary to expose completely a large portions of the spine in order to access fit entirely around the vertebrae.
METHODS: In this study, a multi-level patient's specific template with medium invasiveness was proposed for pedicle screw placement in the scoliosis surgery. It helps to solve the problems related to the soft tissues removal. After a computer tomography (CT) scan of the spine, the templates were designed based on surgical considerations. Each template was manufactured using three-dimensional printing technology under a semi-flexible post processing. The templates were placed on vertebras at four points-at the base of the superior-inferior articular processes on both left-right sides. This helps to obtain less invasive and more accurate procedure as well as true-stable and easy placement in a unique position. The accuracy of screw positions was confirmed by CT scan after screw placement.
RESULTS: The result showed the correct alignment in pedicle screw placement. In addition, the template has been initially tested on a metal wire series Moulage (height 70 cm and material is PVC). The results demonstrated that it could be possible to implement it on a real patient.
CONCLUSIONS: The proposed template significantly reduced screw misplacements, increased stability, and decreased the sliding & the intervention invasiveness.

Entities:  

Keywords:  Multi-level; Spine; Surgery; Template

Mesh:

Year:  2017        PMID: 29137676      PMCID: PMC5686850          DOI: 10.1186/s12938-017-0421-0

Source DB:  PubMed          Journal:  Biomed Eng Online        ISSN: 1475-925X            Impact factor:   2.819


Background

The pedicle screw placement in scoliosis of the lumbar and thoracic spine has been extensively used in the surgical community [1]. The Pedicle screw fixation is used in spinal fusion surgery to fuse vertebrae together securely in a fixed position [2]. These devices provide stability and secure the spine after surgery and keep bone grafts in position during the spine recovery [3]. Correct placement of pedicle screws, in the lumbar and thoracic spine, needs to have a well 3D sensation and perception of the pedicle morphology for accurate identification of the ideal screw axis [4, 5]. It has been a problem, due to variations in anatomical shapes, dimension and orientation, which can cause the inefficiencies of treatment or severe injury to neurological structure [6, 7]. At the present time, the pedicle screw placements are applied by free-hand technique [8-13] or be performed under fluoroscopic guidance [14-19]. Other methods have also been conducted on a limited basis, such as image-guided navigation [20-25], computer-assisted surgery system [26-28], robotic platform [1, 29–32] and patient’s specific templates [33-45]. Free-hand procedure usage avoids any complexity but has error in rang 10–40% [46-48]. Image-guided navigation method reduces screw placement errors [49-52] but requires correct positioning and orientation of the drill to keep stability, which is not always easy to do. Furthermore, this technique is expensive and is used by a limited number of surgeons, due to the difficult challenges. The robotic platform effectively reduces screw misplacement [53, 54] but it may not be a practical technique for small hospitals, which perform a limited number of spine fixation, due to the high cost and a long term learning process. According to studies conducted by Ludwig et al. [55], 18% of the pedicles of human cadaveric cervical spines, which were implanted with computer-assisted image-guided surgical system, had a critical violations. Another different approach, which is cheaper with less complexity, could be the use of patient’s specific templates [56]. These templates are very similar to dental implants surgical-guides which help to guide the drill in right direction. Nevertheless, in most designs, it is necessary to remove a huge region of the soft tissues and expose completely a large portions of the spine in order to access fit entirely around the vertebrae [37, 41]. A comprehensive literature review has been performed on various aspects of Patient’s specific templates. It is evident from the literature review that there is approximately no report on the design of templates by considering three factors including stability, medium invasiveness and easy verification, simultaneously. The outcome of our study would be extremely useful as the technology charts for designing medium invasiveness patient’s specific templates which are false-stable and not easily verifiable for pedicle screw placement in the spine.

Methodology

A multi-slice 64 bit 3D CT scan (Somatom Definition, Siemens, Germany) was performed on 12 scoliosis patients (8 females, 4 males, age 6–20 years) with 0.625 mm slice thickness and 0.35 mm in-plane resolution. The subjects have been complied by the World Medical Association Declaration of Helsinki regarding ethical conduct of research involving human subjects. The images were stored in DCM format and analyzed in Mango (Multi-Image Analysis and Navigation GUI). Mimics Medical 17.0 software (Materialise, Belgium) was used to generate a 3D reconstruction model. The 3D vertebral model was exported in STL format for MiniMagics 3.0 software (Materialise, Belgium) in order to evaluate file quality, detect bad edges, flipped triangles and multiple shells, and make single point to point measurements (Fig. 1). The arc-shape part and the hollow cylinders of templates were designed in a 3D CAD Design Software (Dassault Systèmes, SOLIDWORKS Corp). As can be seen in Fig. 2, 3D modeling of templates and modification of the anatomical data were performed by 3-matic Medical 9.0 software (Materialise, Belgium). The process of templates design is shown in Fig. 3.
Fig. 1

Evaluation file quality, detection bad edges, flipped triangles and multiple shells and making single point to point measurements performed by MiniMagics 3.0 software

Fig. 2

3D modeling of the templates and modification of the anatomical data performed by 3-matic Medical 9.0 software

Fig. 3

Templates design process

Evaluation file quality, detection bad edges, flipped triangles and multiple shells and making single point to point measurements performed by MiniMagics 3.0 software 3D modeling of the templates and modification of the anatomical data performed by 3-matic Medical 9.0 software Templates design process The important factor in template design is a stable fit on the bony structures. To obtain the template stability and avoid sliding, it is necessary to expose completely a large portions of the spine in order to access fit entirely around the vertebrae. It leads to increase intervention invasiveness. The presented design aims to establish a balance between invasiveness and template stability noting to 4 points—at the base of the superior-inferior articular processes on both left–right sides as the supporting points (Fig. 4). Because of two main reasons, the spinous and transverse processes should not be used as the supporting points:
Fig. 4

Template perspective view. There are 4 points at the base of the superior-inferior articular processes on both left–right sides that help to easy template alignment and simplify template correct positioning

Template perspective view. There are 4 points at the base of the superior-inferior articular processes on both left–right sides that help to easy template alignment and simplify template correct positioning The exact anatomical size of supra-spinous ligament, that covered the bone, is not clear. The use of transverse processes requires a larger bone exposure. Failure to use these points causes instability. The result of this study can fix this defect using designed multi-level template. Therefore the remaining required supporting points have been considered on another spinal level at the base of the articular processes. The use of multi-level designs is associated to a low accuracy level, due to the changes between each vertebral bodies of the CT acquisition and the surgical table [42, 57, 58]. Since, the patient’s position during operating is prone, then the CT scan protocol has also been performed on prone position in order to simulate equal facet joint relations during the operating. This solution provide a good accuracy for multi-level templates. Furthermore, the connections (bridges) between different levels of designed template have been processed under a semi-flexible post processing (Fig. 5).
Fig. 5

Semi-flexible bridges between different levels in multi-level templates. The semi-flexible bridges were significantly reduced error rate, due to the changes in the relationship between each vertebral bodies

Semi-flexible bridges between different levels in multi-level templates. The semi-flexible bridges were significantly reduced error rate, due to the changes in the relationship between each vertebral bodies The design should guide the surgeon how to use the template. The application of the current available templates can be difficult, due to a lack of easy verification of correct or incorrect positioning. In this study, each template has been manufactured using 3D printing technology and specifically fused deposition modelling (FDM), under a transparent post processing, in order to achieve appropriate identification of correct positioning (Table 1).
Table 1

Literature review (tabular form)

No.Sr. investigatorDesign techniqueEdge shapeLevelLocation of the supporting pointsInvasivenessStabilityVerification
1Tominc et al. [33]Low contactFit and lock on the lamina1st to 7th thoracic vertebraeOn the lamina at the base of the superior articular process on both sides and at the tip of the spinous processMediumGoodModerate
2Ferrari et al. [34]Low contactComplementary likeness of the bone surfaceThoracic and lumbar vertebraeOn the lamina, articular and spinous processesMediumGoodModerate
3Ma et al. [35]Full contactInverse of the vertebral posterior surface1st to 12th thoracic vertebraeOn the lamina, superior articular, spinous and transverse processesHighPerfectEasy
4Lu et al. [36]Full contactInverse of the spinous, lamina, and transverse processes2nd to 12th thoracic vertebraeOn the spinous process, lamina, and transverse processesHighPerfectEasy
5Lu et al. [37]Full contactInverse of C2 spinous process and lamina2nd cervical vertebraeOn the spinous process, lamina, and lateral masses of C2HighPerfectEasy
6Lu et al. [38]Full contactInverse of the vertebral posterior surface2nd to 7th cervical vertebraeOn the spinous process and laminaHighPerfectEasy
7Lu et al. [39]Full contactInverse of the vertebral posterior surface12th thoracic to 5th lumbar vertebraeOn the posterior surface of the lumbar vertebraHighPerfectEasy
8Ryken et al. [40]Full contactInverse of the vertebral surface5th to 6th cervical vertebraeOn the lamina, spinous and transverse processesHighPerfectEasy
9Ryken et al. [41]Full contactInverse of the vertebral surface2nd cervical to 1st thoracic vertebraeOn the spinous process and laminaHighPerfectEasy
10Berry et al. [42]Low contactV-shapeCervical, thoracic and lumbar vertebraeOn the posterior surface of the lamina plus a posterior support to fit the spinous processMediumGoodDifficult
11Goffin et al. [43]Full contactInverse of the spinous process and lamina1st and 2nd cervical vertebraeOn the spinous process and the left and right side of the laminaHighPerfectEasy
12Porada et al. [44]Low contactV-shape1st to 4th lumbar vertebraeOn the surfaces of a vertebra’s transverse and spinous processesMediumGoodDifficult
13Van Brussel et al. [45]Low contactknife-edge2nd to 4th lumbar vertebraeA large contact area on the top of the spinous process and a small knife-edge area on the two transverse processesMediumGoodDifficult
Literature review (tabular form) FDM is a popular RP technology, widely used in industries, to build complex geometrical functional parts in short time [59, 60]. FDM process includes applications ranging from prototype to functional parts. Creation of CAD model, conversion of CAD model into STL format, slicing of STL format into thin layers, construction of part in layer-by-layer fashion and cleaning and finishing are the five simple steps used in FDM process to manufacture a part. In Table 2, the 3D model and 3D printer parameters, related to the production, are given:
Table 2

3D model and 3D printer parameters related to the production

3D model parameters3D printer parameters
ProfilesValveProfilesValve
Layer height0.25Nozzle size0.4
Wall thickness0.8Print speed30
Retraction enableTruePrint temperature215
Solid layer thickness1Print bed temperature45
Fill density50SupportEverywhere
Layer thickness0.06Platform adhesionNone
Fill angle60Support dual extrusionSecond extruder
3D model and 3D printer parameters related to the production In order to consider the strength of the designed template during surgery, the optimal conditions in fabrication parameters of FDM machine have been obtained to improve the strength of shafts. Two variables have remarkable impact on the fabricated product’s strength in the FDM machine. These two variables are Layer thickness and Fill angle [61]. Therefore, before fabricating drill guide templates, different samples regarding various conditions, mentioned in [61], were fabricated via FDM machine. Consequently, the optimal parameters which can achieve maximum strength were specified. Note that the values of 0.06 and 60 have been considered for layer thickness and fill angle respectively. Regarding the considered values, the maximum (UTS) of each shaft is 38.67 MPa and the diameter of each shaft has been considered 5 mm. Therefore, it is obvious that every shaft can tolerate 75.8 N. Note that, 4 shafts were used for every drill guide template. Moreover, based on information associated with force applied by surgeon on the drill guide template during surgery, the applied force would be variable between 30 and 50 N. Therefore, it could be concluded that the designed shafts would not be broken during surgery. In addition, the orientation of shafts has been designed to guarantee drill guide template during surgery. Finally, the experimental condition demonstrated that the drill guide template is stable during surgery and can tolerate surgeon force properly.

Results and discussion

As mentioned in the introduction section, using free-hand technique for pedicle screw placement is followed by high risk of screws miss positioning [46-48]. Image-guided navigation method is expensive and not always easy task to be performed [49-52]. The robotic platform is not often used because of its high cost and difficulty in learning [53, 54]. Based on these studies, another different method, which is cheaper and easier, could be the use of patient’s specific templates [56]. Application of this approach will be recommended if balancing is noted between invasiveness and template stability. It is evident from the literature review that there is approximately no report on the design of templates by considering three factors including stability, medium invasiveness and easy verification, simultaneously. In this study, the balance between these factors has been achieved noting to 4 points—at the base of the superior-inferior articular processes on both left–right sides as the supporting points. As shown in Fig. 6, the template was tested on a 3D printed model. The result showed the correct alignment in pedicle screw placement. In addition, the template has been initially tested on a metal wire series Moulage (height 70 cm and material is PVC). The results demonstrated that it could be possible to implement it on a real patient. A total of 12 multi-level templates were successfully applied in vivo (Fig. 7). Templates were perfectly fixed on the articular processes surface by small and thin-fitting areas without increasing intervention invasiveness.
Fig. 6

The template was tested on an ex vivo test (3D printed model). The result showed the correct alignment in pedicle screw placement

Fig. 7

12-year-old male with a 62° pre-operative curve [an in vivo trial]. Lumbar pedicle screw was inserted using the template. The template fits the posterior part of the lumbar perfectly in the operation

The template was tested on an ex vivo test (3D printed model). The result showed the correct alignment in pedicle screw placement 12-year-old male with a 62° pre-operative curve [an in vivo trial]. Lumbar pedicle screw was inserted using the template. The template fits the posterior part of the lumbar perfectly in the operation As it mentioned, the spinous and transverse processes should not be used as the supporting points, due to the problems related to the soft tissues removal. However, these listed points have been mistakenly used in most studies. The supporting points on another spinal level, at the designed multi-level template, has fixed this problem. The use of designed template, in 12 scoliosis surgeries, helped to reduce the rate of screws misplacement, due to template stability. The post-operative CT evaluation showed that 103 screws (94%) were implanted accurately (Fig. 8).
Fig. 8

The template was successful applied in vivo trials. The postoperative CT evaluation (performed after each trial session) showed an error less than 1 mm in 94% of the cases and between 1–2 mm in 6% of the cases

The template was successful applied in vivo trials. The postoperative CT evaluation (performed after each trial session) showed an error less than 1 mm in 94% of the cases and between 1–2 mm in 6% of the cases Note that, 7 out of 103 screws, were implanted correctly but with less accurately (between 1 and 2 mm). This error can be ignored using free-hand procedure that has error in range 10–40% [46-48]. Therefore, it could be claimed that the obtained results, compared to previous studies, are acceptable. The errors are caused due to variations in anatomical shapes, dimension, and orientation in scoliosis cases. In addition, manufacturing process by 3D printing has dimensional errors because of the shrinkage during fabrication. Moreover, complex geometry, in the spine due to scoliosis, could lead to make error during process. The results of surgery, testing for 110 screws, are given in Tables 3 and 4, respectively.
Table 3

Results of surgery testing for 110 screws

Number of screws%
Trajectory error < 1 mm10393.63
Trajectory error between 1 and 1.5 mm43.63
Trajectory error between 1.5 and 2 mm32.72
Table 4

Distribution by vertebra of the screws that violated the pedicular cortex

VertebraTotal number of screwsMisplaced screws (n)Misplaced screws (%)a
T1000
T2100
T3100
T4310.9
T5300
T6300
T7410.9
T8200
T9500
T10710.9
T111000
T121221.81
L11100
L21200
L31221.81
L41000
L5900
S1500

aThis value actually represents the misplaced screws percentage of the total 110 screws

Results of surgery testing for 110 screws Distribution by vertebra of the screws that violated the pedicular cortex aThis value actually represents the misplaced screws percentage of the total 110 screws The statistical analysis were performed using Minitab 17 statistical software. Descriptive statistic were used to analyze the obtained data. The inaccuracy of screws were presented in percent, as mean value and standard deviation (SD). The learning curve for the application of multi-level templates was estimated using Pearson correlation. The analysis showed that the average final position of screws was less lateral and caudal than predicted. The deviation measurements were revealed that the screws were directed less medially and caudally in comparison to the predefined direction (Fig. 9).
Fig. 9

Displacement of screws in cranial and medial plane according to the predefined screw placement in the center of the pedicle

Displacement of screws in cranial and medial plane according to the predefined screw placement in the center of the pedicle Pearson correlation estimated that the smaller group of screws has a larger values of screw displacement at the center of the pedicle (Fig. 10).
Fig. 10

Correlation of screw displacement rate according to the number of screw placement

Correlation of screw displacement rate according to the number of screw placement All the multilevel templates, manufactured until now, have been associated to a high error rate due to the changes of vertebral bodies from the CT acquisition to the surgical table [42, 57, 58]. In this study, to provide a good accuracy for multi-level templates, the CT scan of spine was performed on patients lying in prone position to simulate equal facet joint relations during the operating. The bridges, between different levels of designed template, have also been processed under a semi-flexible post processing in order to achieve fit ideally on two or more vertebrae in vivo. This technique were significantly reduced the problems related to the changes occurred in each vertebral body. To achieve easy verification of correct positioning, templates has been processed under a transparent post processing. During the in vivo trials, the surgeon found that template alignment was easy, due to the transparency of templates. We have found two previous research which have relatively similar results to us [62, 63]. Ferrari et al. [62] designed patient-specific templates for pedicle spine screws placement but their method has some limitations: the method is suitable only for single guide but ours used multi-level guides which have much superiority to single ones regarding less invasiveness, less surgery time, and less bone exposures. We also see that their proposed method suggests to fit the guide on all main areas of vertebra including spinous processes, lamina, and articular process. This leads to eliminate of considerable soft tissues. Our method has used only anterior and posterior articular process symmetrically which prevents to eliminate much soft tissues. These symmetrical areas could prevent the sliding of the guides and neutralize its freedom degrees without elimination of lamina and spinous soft tissues. Therefore, we think that our method is less invasive than Ferrari’s method. The most important point is that Ferrari’s proposal is not suitable for multi-level guides and scoliosis. The reason is that they have used drilled bushings, as supports on the vertebras, to keep stability. In our system, there is no any physical contact between bushing and vertebra surface. Therefore, it is possible to disregard the damaged vertebras, or the vertebras with abnormal geometries, as supporting areas (reference). Putzier et al. tool for pedicle screw placement in patients with severe scoliosis [63] was also compare to our study and there are some issues as below: They have used spinous process, both lamina, and transverse processes as contact points but these points are not suggested due to following reasons: The anatomical data of spinous process can not be specified due to supra-spinous. Therefore, we think that spinous process can not be used as contact point. It is correct that usage of transverse processes and lamina increases the stability but a considerable amount of soft tissue shall be eliminated. Therefore, these could not be suggested as contact points. We have used inferior articular process as contact point which avoids the above mentioned problems. One of the weak points of that work is that the size of the guide is not suitable for multi-level in vivo surgeries. They have mentioned in result section that the guide has hit to L4 screw head due to its big size and they have used fluoroscopy method instead to fix the screws. In general, the big guides normally hit to the screws and other equipment and verification of the process is not easy. Furthermore, the method is not user friendly for surgeons. The big guide leads to elimination of much soft tissues as well. The accuracy of their method for fixing the screws was 84% but our method’s accuracy is 96%. The most important point in design of the guides, which are used in in vivo surgeries, is the geometry and size of the guide. In in vivo surgeries, the expose of soft tissue is an important factor concerning the time of surgery and related infection. Therefore, big size guides are only suitable for single level method not multi-level one. The multi-level guides could lead to minimum tissue expose.

Conclusions

The presented study demonstrated a medium invasiveness multi-level patient’s specific template for pedicle screw placement, which is easy to apply in the scoliosis surgery. The following conclusions are drawn from the present investigation: With respect to the design principles, under the surgical considerations and noting to small and thin-fitting areas, it is feasible to decrease intervention invasiveness. Using additional supporting points on another spinal level, at the multi-level templates, decreases the possibility to have a false-stable template positions. Semi-flexible bridges, between different levels in multi-level templates, significantly reduce error rate due to the changes in each vertebral bodies. Transparent multi-level patient’s specific template is easy to apply and give hint to the surgeon how to use the template correctly. The outcome of this study would be extremely useful as the technology charts for designing medium invasiveness patient’s specific templates which are false-stable and not easily verifiable for pedicle screw placement in the scoliosis surgery.
  48 in total

1.  Clinical accuracy of three-dimensional fluoroscopy-based computer-assisted cervical pedicle screw placement: a retrospective comparative study of conventional versus computer-assisted cervical pedicle screw placement.

Authors:  Yoshimoto Ishikawa; Tokumi Kanemura; Go Yoshida; Zenya Ito; Akio Muramoto; Shuichiro Ohno
Journal:  J Neurosurg Spine       Date:  2010-11

2.  A novel computer-assisted drill guide template for thoracic pedicle screw placement: a cadaveric study.

Authors:  Tao Ma; Yong-Qing Xu; Yu-Bin Cheng; Mu-Yao Jiang; Xing-Ming Xu; Le Xie; Sheng Lu
Journal:  Arch Orthop Trauma Surg       Date:  2011-08-27       Impact factor: 3.067

3.  A multi-level rapid prototyping drill guide template reduces the perforation risk of pedicle screw placement in the lumbar and sacral spine.

Authors:  Matjaz Merc; Igor Drstvensek; Matjaz Vogrin; Tomaz Brajlih; Gregor Recnik
Journal:  Arch Orthop Trauma Surg       Date:  2013-04-30       Impact factor: 3.067

4.  Comparative results between conventional and computer-assisted pedicle screw installation in the thoracic, lumbar, and sacral spine.

Authors:  L P Amiot; K Lang; M Putzier; H Zippel; H Labelle
Journal:  Spine (Phila Pa 1976)       Date:  2000-03-01       Impact factor: 3.468

5.  Accuracy and efficacy of thoracic pedicle screws in scoliosis with patient-specific drill template.

Authors:  Sheng Lu; Yuan Z Zhang; Zheng Wang; Ji H Shi; Yu B Chen; Xing M Xu; Yong Q Xu
Journal:  Med Biol Eng Comput       Date:  2012-03-31       Impact factor: 2.602

Review 6.  Accuracy of pedicle screw placement: a systematic review of prospective in vivo studies comparing free hand, fluoroscopy guidance and navigation techniques.

Authors:  Ioannis D Gelalis; Nikolaos K Paschos; Emilios E Pakos; Angelos N Politis; Christina M Arnaoutoglou; Athanasios C Karageorgos; Avraam Ploumis; Theodoros A Xenakis
Journal:  Eur Spine J       Date:  2011-09-07       Impact factor: 3.134

7.  Accuracy of free-hand pedicle screws in the thoracic and lumbar spine: analysis of 6816 consecutive screws.

Authors:  Scott L Parker; Matthew J McGirt; S Harrison Farber; Anubhav G Amin; Anne-Marie Rick; Ian Suk; Ali Bydon; Daniel M Sciubba; Jean-Paul Wolinsky; Ziya L Gokaslan; Timothy F Witham
Journal:  Neurosurgery       Date:  2011-01       Impact factor: 4.654

8.  A New Navigational Tool for Pedicle Screw Placement in Patients With Severe Scoliosis: A Pilot Study to Prove Feasibility, Accuracy, and Identify Operative Challenges.

Authors:  Michael Putzier; Patrick Strube; Riccardo Cecchinato; Claudio Lamartina; Eike K Hoff
Journal:  Clin Spine Surg       Date:  2017-05       Impact factor: 1.876

9.  A novel patient-specific navigational template for cervical pedicle screw placement.

Authors:  Sheng Lu; Yong Q Xu; William W Lu; Guo X Ni; Yan B Li; Ji H Shi; Dong P Li; Guo P Chen; Yu B Chen; Yuan Z Zhang
Journal:  Spine (Phila Pa 1976)       Date:  2009-12-15       Impact factor: 3.468

10.  A novel computer-assisted drill guide template for placement of C2 laminar screws.

Authors:  Sheng Lu; Yong Q Xu; Yuan Z Zhang; Le Xie; Hai Guo; Dong P Li
Journal:  Eur Spine J       Date:  2009-06-11       Impact factor: 3.134

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2.  Three-Dimensional Printing for Preoperative Planning and Pedicle Screw Placement in Adult Spinal Deformity: A Systematic Review.

Authors:  Cesar D Lopez; Venkat Boddapati; Nathan J Lee; Marc D Dyrszka; Zeeshan M Sardar; Ronald A Lehman; Lawrence G Lenke
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