Literature DB >> 35877605

Cochlear implant positioning and fixation using 3D-printed patient specific surgical guides; a cadaveric study.

Laura M Markodimitraki1,2, Timen C Ten Harkel3, Ronald L A W Bleys4, Inge Stegeman1,2,5,6, Hans G X M Thomeer1,2.   

Abstract

HYPOTHESIS: To develop and validate the optimal design and evaluate accuracy of individualized 3D- printed surgical guides for cochlear implantation.
BACKGROUND: Positioning and fixation of the cochlear implant (CI) are commonly performed free hand. Applications of 3-dimensional (3D) technology now allow us to make patient specific, bone supported surgical guides, to aid CI surgeons with precise placement and drilling out the bony well which accommodates the receiver/stimulator device of the CI.
METHODS: Cone beam CT (CBCT) scans were acquired from temporal bones in 9 cadaveric heads (18 ears), followed by virtual planning of the CI position. Surgical, bone-supported drilling guides were designed to conduct a minimally invasive procedure and were 3D-printed. Fixation screws were used to keep the guide in place in predetermined bone areas. Specimens were implanted with 3 different CI models. After implantation, CBCT scans of the implanted specimens were performed. Accuracy of CI placement was assessed by comparing the 3D models of the planned and implanted CI's by calculating the translational and rotational deviations.
RESULTS: Median translational deviations of placement in the X- and Y-axis were within the predetermined clinically relevant deviation range (< 3 mm per axis); median translational deviation in the Z-axis was 3.41 mm. Median rotational deviations of placement for X-, Y- and Z-rotation were 5.50°, 4.58° and 3.71°, respectively.
CONCLUSION: This study resulted in the first 3D-printed, patient- and CI- model specific surgical guide for positioning during cochlear implantation. The next step for the development and evaluation of this surgical guide will be to evaluate the method in clinical practice.

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Mesh:

Year:  2022        PMID: 35877605      PMCID: PMC9312396          DOI: 10.1371/journal.pone.0270517

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.752


Introduction

Cochlear implantation has been an accepted treatment for patients with severe-to-profound sensorineural hearing loss for several decades [1]. Nowadays, it is regarded as a safe procedure with low complication rates, and surgical techniques are continuously improving to achieve better audiological results [2]. Placement and fixation of the cochlear implant (CI) is an underestimated step during the cochlear implantation procedure. The internal part of the cochlear implant, also known as the receiver/stimulator (R/S) device, is designed to reside in close proximity to the pinna, without any interference with the external processor. During cochlear implantation the CI surgeon positions the R/S device under the temporalis muscle by either drilling out a part of the skull cortex (a bony well) with or without suture retaining holes, or by creating a subperiosteal pocket which holds the device in place. CI manufacturers provide information about the optimal distance from the pinna and the angle relative to the ear canal/pinna. Templates are provided by the manufacturers to draw the outlines of the external and internal parts on the surgical drapes to aid in positioning the implant. However, these templates provide an estimate at best of where the implant will reside [3]. The drawings on the surgical drapes are often arbitrary, imprecise and during the operative procedure it is difficult to match the external drawing to the skull surface. Some surgeons additionally apply a percutaneous marker (small diamond burr or methylene blue stain) through the skin on the bone, thereby locating more exactly the position of the definitive implant position on the temporal cortex during surgery [4, 5]. In case of bilateral implantation, achieving symmetrical placement is challenging as well. Interindividual variability of cortical thickness of the temporal bone between patients, can also be a factor of influence when drilling out a bony well [6]. We believe some of these issues can be solved by using patient-specific, bone-supported, surgical guides. Intraoperative guides are templates used in a variety of ways for tissue reconstruction, by assisting cutting or drilling. In health care, and surgery specifically, the concept of patient-specific surgical guides is far from new, and it is being applied in everyday medical practice [7]. In the field of otology, 3D-printed guides have already successfully been used for hearing implant surgery [8]. Until now, R/S device placement and drilling is usually performed free hand. The goal of the surgical guide is to aid the CI surgeons with precise placement and drilling procedure of the bony well, which accommodates the R/S device. This study aims to develop and validate a patient specific, bone supported surgical guide.

Materials and methods

Specimens

For this feasibility study, we used fresh frozen human cadaveric heads that were obtained through the Human Body Donation program of the University of Utrecht (https://www.umcutrecht.nl/nl/meedoen-aan-wetenschappelijk-onderzoek). From these persons written informed consent was obtained during life that allowed the use of their entire bodies for educational and research purposes. The possibility for body donation is part of the Dutch law on dead bodies. As no living human subjects were involved, this work was exempt from review by the Institutional Review Board of the UMC Utrecht. The specimens had to have an intact temporal and parietal bone and retroauricular skin. A power analysis was conducted to calculate sample size. We estimated a translational difference of 3.0 mm to be clinically relevant, based on expert opinion, with a standard deviation of 2.0 mm. With an alpha of 0.05 and a power of 85%, we needed to include 17 ears. Rotational deviations above 5° in the sagittal plane were deemed clinically relevant.

Planning and guide design

Specimens underwent Cone Beam CT scans (VGi evo, NewTom, Cefla C.S., Italy) with a 24 x 19 cm field of view (FoV), and 0.3 mm slice thickness. Images were stored in DICOM format. Using the segmentation feature in iPlan (Brainlab, Munich, Germany), the skull was segmented and reconstructed into a 3D model. This 3D model was then imported into 3-matic version 14.0 medical design software (Materialise). The CI’s used for this study were Cochlear CI512, Oticon Neuro Zti and MedEl SONATA TI(100). The CI’s from Cochlear and MedEl were used models, acquired after revision or explantation surgery due to device failure or patient dissatisfaction with speech recognition results. The CI from Oticon Medical was provided by the manufacturer for research purposes. Volume data of the CI’s were acquired by scanning the implants using a 3shape laboratory scanner (3shape, Copenhagen, Denmark). The data was reconstructed into 3D models. The planning of the implantation was conducted by the following steps. First two virtual planes were created on the 3D model of the skull, namely the Frankfurt Horizontal plane that connects the inferior margins of the orbits and the superior margin of the external auditory canal (EAC), and a 45° plane relative to the Frankfurter Horizontal plane, originating from the EAC (Fig 1a). Next, the CI was aligned to the 45° plane with a distance of 2.5 cm from the EAC. During the positioning of the CI the curvature of the skull was taken into account. The position for the Cochlear and MedEl models was determined so that the anterior part of the implant (receiver/stimulator) would be embedded whilst allowing the posterior part (magnet with coil) to rest on the skull. The Oticon implant was embedded in the skull in its entirety. In order to achieve symmetrical placement, the 3D model of the cochlear implant was duplicated and mirrored to the contralateral side over the sagittal plane as defined by the Frankfurt Horizontal plane. With the implants in place, the drilling guides were designed. The skull surface of the mastoid bone and the supramastoid crest were used as contact areas and were defined (Fig 1b and 1c). After each implantation the surgical guide was reviewed based on the feasibility and the deviation results. The surface contact area was extended or reduced accordingly to optimize the design. Screw holes were created to stabilize the guide on the area of the mastoid bone. All guides were produced using a medical certified photopolymer resin (Model 2.0, Next-Den, Soesterberg, The Netherlands) using selective laser sintering 3D printing.
Fig 1

Planning, guide design and surgical procedure using the 3D-printed guide on a cadaveric head.

(a) The 3D model of the cochlear implant (CI, shown in red) aligned with a 45° plane relative to the Frankfurter Horizontal plane, originating from the external auditory canal (EAC). (b) The skull surface of the mastoid bone and the suprameatal crest used as contact areas (marked yellow on the skull). (c) Surgical guide depicted in green. (d) The surgical guide in place on a cadaveric head. (e) Surgical guide removed with a clear view of the drilled cortical recess. (f) Segmented 3D model of the implanted CI based on the postoperative CBCT scan (shown in blue).

Planning, guide design and surgical procedure using the 3D-printed guide on a cadaveric head.

(a) The 3D model of the cochlear implant (CI, shown in red) aligned with a 45° plane relative to the Frankfurter Horizontal plane, originating from the external auditory canal (EAC). (b) The skull surface of the mastoid bone and the suprameatal crest used as contact areas (marked yellow on the skull). (c) Surgical guide depicted in green. (d) The surgical guide in place on a cadaveric head. (e) Surgical guide removed with a clear view of the drilled cortical recess. (f) Segmented 3D model of the implanted CI based on the postoperative CBCT scan (shown in blue).

Surgical workflow

Implantations were carried out by a clinical research physician (LM) who had undergone surgical training prior to start of the study. One implantation was carried out by a senior CI surgeon (HT). Fixation of the CI’s using the drilling guides was carried out as follows. A retroauricular Lazy-S incision of approximately 8–9 cm was made. The bony surface was exposed to fit the designated location on the temporal bone. The periosteum was elevated to place the drilling guide. The guide was secured to the bone with two screws (Fig 1d). A cortical recess was drilled out (Fig 1e), with a bony overhang if bone thickness was adequate. The surgical guide was then removed and the fit of the bony bed was tested by means of a silicone dummy. When the optimal fit was achieved, the cochlear implant was placed in the bony bed and the periosteum was closed, in order to perform the post implantation scan. Each side of a specimen was implanted and scanned sequentially, in order to assess the depth of the bony bed without scattering created by the implant.

Analysis

After implantation, a CBCT scan was carried out using the same settings as mentioned above. The DICOM images were imported into iPlan and image fusion with the preoperative scan was achieved by first performing manual alignment followed by automated registration based on voxel based matching. Image fusion was visually verified by the researcher. The implanted CI was segmented and exported as a 3D model (Fig 1f). The image fusion step ensured that the pre-implantation 3D models of the CI’s and the post-implantation 3D models of the CI’s were in the same coordinate system. In order to compare the accuracy of the CI placement between the specimens we assessed the pre-implantation 3D models to the post-implantation 3D models per case. The 3D models of the CI’s were placed in the same coordinate system. This alignment of the CI’s between specimens, was achieved by performing the following three steps in 3DMedX (v1.2.11.1, 3D Lab Radboudumc, Nijmegen). First, the 3D models of the CI’s were manually placed at the origin of the coordinate system and aligned to the principal axis of this coordinate system, referred to as the centered CI (Fig 2a). Secondly, the 3D model of the planned CI (pre-op) was registered toward the centered CI of the respective CI model, using rigid surface based matching (Fig 2b). This registration was based on the Iterative Closest Point (ICP) algorithm [9]. An important note is that the 3D models of the centered CI and planned CI were identical, removing the potential of a registration error. Thirdly, the transformation matrix determined by the ICP registration in the previous step was also applied to the 3D model of the implanted CI, extracted from the postoperative CBCT scan (Fig 2b). This placed the implanted CI in the same relative position to the planned for accurate comparison. In order to enable the direct comparison of the left and right implanted CI, the 3D models from the CI’s implanted on the left side of the head were mirrored in the sagittal plane before performing the previous three steps.
Fig 2

Analysis steps of the alignment of cochlear implants to eliminate errors due to skull size and planning variability.

The X, Y, and Z axis are marked red, green, and blue, respectively. (a) Depiction of the manually placed cochlear implant (CI) at the origin of the coordinate system (0,0,0) (green color); the 3D model of the planned CI (red color); the 3D model of the implanted CI (blue color). (b) Registration of the planned CI (red color) towards the centered CI model (green color) using rigid surface matching.

Analysis steps of the alignment of cochlear implants to eliminate errors due to skull size and planning variability.

The X, Y, and Z axis are marked red, green, and blue, respectively. (a) Depiction of the manually placed cochlear implant (CI) at the origin of the coordinate system (0,0,0) (green color); the 3D model of the planned CI (red color); the 3D model of the implanted CI (blue color). (b) Registration of the planned CI (red color) towards the centered CI model (green color) using rigid surface matching. Finally, the accuracy of the CI placement was determined by performing a second ICP registration from the planned CI, now located at the center of the coordinate system, to the registered 3D model of the implanted CI. The translation (mm) and rotation, expressed as the roll, pitch, and yaw, were derived from the transformation matrix as determined by the second ICP registration. The transformation matrix was converted to the Euler angles using the YXZ sequence. A perfect CI placement would result in a 0 mm translation and 0° rotation along all axis. Since the combination of a translation and rotation can be difficult to interpret, the accuracy of the CI placement was also expressed as the translation between the center of the magnet of the planned CI and the implanted CI. The center of the magnet only needed to be determined once for each model of CI used in this study, removing a potential observer error of selecting the center of the magnet separately for each cadaver.

Statistical analysis

Data were analyzed using IBM SPSS Statistics for Windows (version 25.0; IBM Corp., Armonk, NY, USA). Translational and rotational deviations between the planned CI and the implanted CI were analyzed using descriptive statistics. In order to prevent the effect of positive and negative values cancelling each other out, we used the absolute numbers for the statistical analysis. Each ear was analyzed as an individual case. Since we expect the outcome of the study to be not dependent on the characteristic of the specimen, we did not apply adjustment for the correlation between the two ears. This study will be reported according to the guidelines the STROBE statement.

Results

We implanted and analyzed 9 specimens and 18 ears in total. Specimen 8 was implanted by HT, all other specimens were implanted by LM. Due to outliers, in particular subject 1, 2 and 8, the data were not normally distributed. An overview of the absolute translational and rotational deviations between the planned CI and implanted CI are shown in Table 1. Translational deviation of placement under the 3.0 mm threshold, was achieved in the X- and the Y- axis (median deviation of 1.59 mm with IQR 0.95 and 2.34 mm with IQR 3.84 respectively). Translational deviation was highest in the Z-axis (median deviation of 3.41 mm with IQR 4.55) with also the largest range of deviation. Rotational deviation of placement ranged from 1.53 to 23.73 degrees on the X-axis, 0.10 to 19.55 degrees on the Y-axis and 0.22 to 11.07 degrees on the Z-axis. Specimens number 1 (left side) and 8 (both sides) had Z translational deviations of more than 10 mm (Fig 3a). These cases also had large rotational deviations in the X- and Y-axis (Fig 3b). In S1 Table we list the translational and rotational deviations per specimen.
Table 1

Absolute translational and rotational deviations between the planned cochlear implant (CI) and the implanted CI calculated with the Iterative Closest Point (ICP) algorithm.

Translational deviations (millimeters)Rotational deviations (degrees)
X-translationY-translationZ-translationPitchRollYaw
Median 1.592.343.415.504.583.71
IQR 0.953.844.558.906.264.25
Mean ± SD 1.65 ± 0.733.84 ± 3.684.93 ± 4.958.02 ± 6.376.20 ± 5.554.14 ± 3.20
95% CI 1.28–2.012.01–5.672.47–7.394.85–11.183.43–8.962.55–5.73
Min 0.670.250.321.530.100.22
Max 3.4814.3320.3023.7319.5511.07

IQR: interquartile range; SD: standard deviation; CI: confidence interval; Pitch: X-rotation; Roll: Y-rotation; Yaw: Z-rotation

Fig 3

Translational and rotational deviations (absolute values) per case between the planned CI and implanted CI, expressed in millimeters and degrees.

(a)Translational deviations (absolute values) in millimeters per axis, per case; (b)Rotational deviations (absolute values) in degrees per axis, per case; Horizontal numbers represent the specimens.

Translational and rotational deviations (absolute values) per case between the planned CI and implanted CI, expressed in millimeters and degrees.

(a)Translational deviations (absolute values) in millimeters per axis, per case; (b)Rotational deviations (absolute values) in degrees per axis, per case; Horizontal numbers represent the specimens. IQR: interquartile range; SD: standard deviation; CI: confidence interval; Pitch: X-rotation; Roll: Y-rotation; Yaw: Z-rotation Analysis of the translational deviations between the planned CI and implanted CI calculated for the center of the magnet from each CI, also resulted in median deviations under the 3 mm threshold in the X- and Y-axis respectively (Table 2 for the absolute translational displacement and Fig 4 for the true translation per case). The median translational deviations in the Z-axis was 4.94 mm with IQR 5.42 mm.
Table 2

Absolute translational deviations (in mm) between the planned cochlear implant (CI) and the implanted CI calculated of the center of the magnet for each CI type with the landmark based analysis.

X-translationY-translationZ-translation
Median 1.92 2.13 4.94
IQR 2.47 3.26 5.42
Mean ± SD 2.46 ± 1.95 3.17 ± 3.34 7.43 ± 7.92
95% CI 1.49–3.43 1.51–4.83 3.49–11.37
Min 0.24 0.43 0.55
Max 7.20 13.85 26.05

IQR: interquartile range; SD: standard deviation; CI: confidence interval.

Fig 4

Translation deviations (true values) of the center of the magnet for each CI type, between the planned CI and the post-op CI per case expressed in millimeters.

Displacement of the center of the magnet between the planned CI and the post-op CI (true values); Horizontal numbers represent the specimens.

Translation deviations (true values) of the center of the magnet for each CI type, between the planned CI and the post-op CI per case expressed in millimeters.

Displacement of the center of the magnet between the planned CI and the post-op CI (true values); Horizontal numbers represent the specimens. IQR: interquartile range; SD: standard deviation; CI: confidence interval.

Discussion

In this cadaveric study, we developed a preoperative planning workflow for the positioning and fixation of CI’s, and designed a 3D-printed, patient- and CI model-specific surgical guide. The feasibility of using a 3D-printed guide for drilling of the R/S device bony bed was evaluated in conditions as close to reality as possible. To optimize use of the surgical guide screws were added that hold the guide in place, to accommodate the surgeon during the drilling procedure. By staying within 2.5 cm distance from the bony ear canal (which is a stable and reliable landmark visible during preoperative planning on the CBCT), and using the mastoid as well as the external meatus rim and suprameatal crest as landmarks for the surgical guide, more exact positioning on the skull was achieved. The analysis of the planned and implanted CI showed that the median deviations of the X-, and Y-translation were within the predetermined clinically relevant threshold of 3 mm for both landmarks (Tables 1 and 2). Rotational deviations varied between the directions with the Z-rotation having the smallest and X-rotations having the largest deviations (Fig 4). 3D printing is increasingly utilized in otolaryngology in all facets of surgery, from planning to execution [10, 11]. Operative templates in craniofacial and head and neck surgery are mostly used for intraoperative cutting of bony tissues, such as reconstruction of mandibular bony defects [11]. Virtual planning and 3D-printed templates for drilling are less common in otological surgery, although there is increasing interest in applying these techniques in clinical practice. For instance, a method for accurate placement of a bone conduction hearing device has been developed which has shown promising results and has already been used in clinic [12-15]. Another example of surgical templates for drilling, is a study by Vijverberg et al. that used skin-supported guides for bone anchored auricular prostheses [16]. Our study utilized the same principles, applying similar methods in regards to workflow and execution, and faced the same challenges. This study is feasible with any validated software and 3D printers approved for medical use. Furthermore, the preoperative planning and designing of the surgical guide can be realized with different imaging techniques including computed tomography and magnetic resonance imaging [17]. This surgical guide is an easy-to-use tool for CI surgeons when drilling a bony bed and optimizes accuracy in regards to positioning on the skull. Moreover, no rough estimates are necessary beforehand when surgically planning the positioning. The template provides the exact location on the skull during surgery. Especially during bilateral cochlear implantation (simultaneous or sequential), it might be a valuable addition to the existing surgical instruments. Symmetrical placement is one of the main aspects visible from outside, regarded as important by these infants’ parents, based on our experience. The time invested preoperatively to plan and produce the surgical guide could benefit the surgical procedure by reducing its duration. Furthermore, the process of preoperative planning and production can be automated, making this surgical tool suitable for use in clinic. With the data of this study we cannot conclude if this surgical tool is financially beneficial. This would have to be examined in future clinical studies to weigh the potential reduction of operation time against the costs of production and sterilization. A challenge we faced during this study was finding the balance between optimizing the surgical guides’ accuracy, while also maintaining the low level of invasiveness that is exercised in clinical practice. A study by Caiti et al. that tested the accuracy of guide positioning on the radius, reported that the accuracy of bone supported surgical guides can vary depending on the location of the bone contact area as well as the size of the surgical guide. They found that extended guides, that is to say guides that covered a larger area of the cortical bone, resulted in a higher placement accuracy [18]. The first designs of our surgical guide had a small contact area and also did not include the mastoid bone. We found that using both the external meatus rim and the mastoid bone as contact areas for the surgical guide gave the best results. These conditions were met by seven cases. The median difference of translation for these cases was under the preset threshold of 3 mm deviation for all translational directions, although the difference with the cases that did not meet these conditions was not statistically significant. The greatest translational improvement using these contact areas was seen in the Z-axis, which was also found by Caiti et al. in their experimental study [18]. Therefore we will use these contact areas when implementing this surgical tool for clinical use. Our results also show a high translational deviation in the Y-axis in these specimens, suggesting a tendency to place the implant more posteriorly. Finally, the translational analysis of the center of the magnet is an easy to interpret analysis of the accuracy which could also be applied in clinic using a flexible tape measure method, validated by our group [19]. Based on the results from this study the largest median deviation would be expected in the Z-axis. Another point of interest is the apparent learning curve in using the surgical guide. The results of the implantation (only one) executed by HT showed considerable deviation from the planning (Fig 3). This learning curve is to be expected when using a new surgical tool, and this is in line with previous publications of surgical drilling guides [12, 20]. We recommend applying this technique on phantoms such as temporal bones before applying it in vivo. An important factor that influences accuracy of placement is drilling direction. The surgical tool developed in this study guides the external outline of the bony bed, but it does not guide the direction of the drilling, nor the depth of the bony bed. Due to the fact that the posterior side of the CI (in cases of MedEl, Advanced Bionics and Cochlear, the magnet is situated posteriorly) is not embedded in the skull, the depth of the bony bed is only related to the anterior side of the implant and available cortex thickness. The electrode lead exit also influences the antero-inferior aspect and shape of the bed. Despite these factors influencing the procedure, the translational deviation results of X-translation were satisfactory and evenly distributed between the different implantees, thus we do not expect problems when implementing this method in clinical practice. In this study we used simple guide designs, tested the templates under conditions as close to reality as possible and adhered to a pragmatic accuracy threshold. Satisfactory results were not achieved within the preset limits in all specimens, which is to be expected in a feasibility and pilot study. We identified the potential problems using this tool such as the surgical learning curve as well as the importance of the implant-bone surface contact area, and adapted the design while maintaining a minimally invasive approach. One additional detail is the shape of the retroauricular incision. This should be as minimal invasive as possible (taking into account: scar, pain sensation, esthetics, postoperative morbidity, possible skin related complications) though provide enough space and exposition for adequately drilling a bony well. Therefore in this study a S-shaped “à minima” cut (Lazy S) is applied. It might be discussed whether a C-shaped incision could be opted for (a viable alternative frequently adopted by CI surgeons), however in our experience it does provide insufficient exposure in that region whilst in the same time enough visibility for mastoidectomy and posterior tympanotomy. The optimal skin incision should therefore be included as an objective during future research on this challenging and underestimated topic.

Conclusion

In this study we developed and tested the first 3D-printed, (patient- and CI model) specific drilling guide. The surgical guide performed well in translational accuracy, and showed more heterogeneity in rotational accuracy. We therefore consider the surgical guide developed in this feasibility study helpful and confirm its potential to increase positioning accuracy in unilateral and bilateral cochlear implantations. The next step for the development and evaluation of this surgical guide will be to evaluate the method in clinical practice.

Data per cadaver.

All data. (PDF) Click here for additional data file. 4 Feb 2022
PONE-D-21-36271
Cochlear implant positioning and fixation using 3D-printed patient specific surgical guides; a cadaveric study
PLOS ONE Dear Dr. Markodimitraki, Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.
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Although the manuscript is interesting and reads well, both reviewers made comments on the feasibility of such system on daily operations. Furthermore, some of the results could be presented in a more informative manner to reach a broader community of surgeons.
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Is the manuscript presented in an intelligible fashion and written in standard English? PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here. Reviewer #1: Yes Reviewer #2: Yes ********** 5. Review Comments to the Author Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters) Reviewer #1: Thank you for the opportunity to review the study titled "Cochlear implant positioning and fixation using 3D-printed patient specific surgical guides; a cadaveric study". Authors developed a 3-D printed surgical guide for cochlear implantation. Despite the main idea of patient-specific surgical guides and treatment, which I personaly believe is the future of medicine, there are few points I'd like the authors to explain. 1. Why not include Advanced Bionics' devices in the study? 2. In line 113, what is the meaning of STL? 3. In line 136 is said that soft tissue was meticulously removed. During CI surgery, it is preferable not to remove any soft tissue in order to avoid dehiscence of surgical wound. 4. It was not clear if authors found a significant difference between brands. 5. Do authors believe that the 3-D printed surgical guides are financialy suitable for daily activities? Reviewer #2: Dear authors The study “Cochlear implant positioning and fixation using 3D-printed patient specific surgical guides; the cadaveric study” aims to create of a surgical guide for a more accurate bone well drilling for the receiver/stimulator of the cochlear implant. I congratulate the authors for the work done. The topic is relevant, having a considerable importance for cochlear implant surgeons. General Recommendation: Regarding the main theme, I see two questions that could be answered throughout the text. First: what would be the feasibility of carrying out the entire pre-operative planning and 3D printing in other services, using specific software, materials and specific 3d printers for the planning and production of the guide? Second: I believe it would be interesting to discuss in more detail the influence of using those surgical guide on the surgical and planning time. Intro: The intro writing is good, we can understand the importance of the study, and the challenges that the authors want to solve. I have a specific question on the sentence “The internal part of the cochlear implant, also known as the receiver/stimulator (R/S) device, is designed to reside in close proximity to the pinna, without any interference with the external processor”. What would be the influence of the external processor in the receiver/stimulator? I understand that the external processor cannot be related to the pinna, but the receiver/stimulator will be related with the external processor. Materials and methods: the authors say that a 45º plane relative to the Frankfurt horizontal plane is originated in the external auditory canal. I suggest the authors to further expand on whether the Frankfurt horizontal plane crosses the external auditory canal, or if it is above or below this. At the same part where the authors say: “the position for the Cochlear and MedEl models was determined so that the anterior part of the implant (receiver/stimulator) would be embedded whilst allowing the posterior part (magnet with coil) to rest on the skull”, something about the OTICON model could be added as well. In the next sentence is important to explain what is the ‘’STL of the cochlear implant’’, there is no mention in the rest of the text about the meaning of STL. Surgical workflow: the last sentence, ‘’Drilling out of the bony wells of each specimen was performed simultaneously bilaterally, though each side of a specimen was implanted and scanned sequentially, in order to assess the depth of the bony bed without scattering created by the implant.’’ You need to explain how could be possible to drill and implant simultaneously in the same specimen head, maybe you did it bilaterally but not at the same time. Analysis: it is difficult to understand which comparisons will be made. in my opinion, it would be more important to focus on the idea of comparison between the planned images and the images of the implanted specimen using the surgical guide. This topic point is not explored in depth. The technical details are interesting, but I think there is a need for a more didactic explanation. The help of images is important, but some terms that are not well worked by the author make reading difficult, such as row, pitch and yaw, as well as Euler angles, technical terms that end up making reading difficult and making the passage less interesting Results: the results are expressed in the text, and in the table with the help of graphics. In the same way as in the topic of analysis, a lot of numerical information is placed, with not sufficient explanation, making the reading and understanding challenging. Even tables and graphs contain a lot of information, but interpretation is extremely difficult. It is difficult to understand which data is important. A more didactic approach would be interesting, better organizing the data, perhaps separating rotational from translational deviations, or some other type of division. Discussion: The discussion is very well written; it helps a lot in understanding the idea of the study. A few points I would just like to comment: In the excerpt: ''A challenge we faced during this study was finding the balance between optimizing the surgical guides' accuracy, while also maintaining the low level of invasiveness that is exercised in clinical practice.'' The radiation that patients are exposed in CBCT is one of the invasive points of the IC protocol, especially in young children. In services that only use MRI prior to surgery, would it be possible to carry out planning for the creation of the surgical guide? Question that refers to the initial theme reported by me in the general recommendations on the feasibility of the technique. When analyzing the contact area of the surgical guide with the temporal bone ''The first designs of our surgical guide had a small contact area and also did not include the mastoid bone. We found that using both the external meatus rim and the mastoid bone as contact areas for the surgical guide gave the best results. These conditions were met by seven cases. '' It suggests that the authors used guides of different sizes in some cases, this should be said in the materials and methods too, I think it would be interesting to report this change in design that occurred throughout the study. Conclusion: the conclusion of the text is satisfactory. ********** 6. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files. If you choose “no”, your identity will remain anonymous but your review may still be made public. Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy. Reviewer #1: No Reviewer #2: No [NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.] While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at figures@plos.org. Please note that Supporting Information files do not need this step. 2 May 2022 Maybe there has been a confusion, in the last resubmission I revised the data availability statement as requested. However, I received the same feedback as last time. I hope that you can evaluate the current statement. 13 Jun 2022 Cochlear implant positioning and fixation using 3D-printed patient specific surgical guides; a cadaveric study PONE-D-21-36271R1 Dear Dr. Markodimitraki, We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements. Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication. An invoice for payment will follow shortly after the formal acceptance. To ensure an efficient process, please log into Editorial Manager at http://www.editorialmanager.com/pone/, click the 'Update My Information' link at the top of the page, and double check that your user information is up-to-date. If you have any billing related questions, please contact our Author Billing department directly at authorbilling@plos.org. If your institution or institutions have a press office, please notify them about your upcoming paper to help maximize its impact. If they’ll be preparing press materials, please inform our press team as soon as possible -- no later than 48 hours after receiving the formal acceptance. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information, please contact onepress@plos.org. Kind regards, Rafael da Costa Monsanto, M.D. Academic Editor PLOS ONE Additional Editor Comments (optional): Thank you for addressing the comments made by the reviewers. Congratulations for the excellent work. Reviewers' comments: 28 Jun 2022 PONE-D-21-36271R1 Cochlear implant positioning and fixation using 3D-printed patient specific surgical guides; a cadaveric study Dear Dr. Markodimitraki: I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now with our production department. If your institution or institutions have a press office, please let them know about your upcoming paper now to help maximize its impact. If they'll be preparing press materials, please inform our press team within the next 48 hours. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information please contact onepress@plos.org. If we can help with anything else, please email us at plosone@plos.org. Thank you for submitting your work to PLOS ONE and supporting open access. Kind regards, PLOS ONE Editorial Office Staff on behalf of Dr. Rafael da Costa Monsanto Academic Editor PLOS ONE
  19 in total

1.  Surgical technique for the Nucleus Contour cochlear implant.

Authors:  Noel L Cohen; J Thomas Roland; Andrew Fishman
Journal:  Ear Hear       Date:  2002-02       Impact factor: 3.570

2.  The new Nucleus 5 model cochlear implant: a new surgical technique and early clinical results.

Authors:  Peter Monksfield; Jacob Husseman; Robert S C Cowan; Stephen J O'Leary; Robert J S Briggs
Journal:  Cochlear Implants Int       Date:  2011-06-29

Review 3.  Advantages and disadvantages of 3-dimensional printing in surgery: A systematic review.

Authors:  Nicolas Martelli; Carole Serrano; Hélène van den Brink; Judith Pineau; Patrice Prognon; Isabelle Borget; Salma El Batti
Journal:  Surgery       Date:  2016-01-30       Impact factor: 3.982

Review 4.  Fixation of cochlear implants: an evidence-based review of literature.

Authors:  S P Janssens de Varebeke; P Govaerts; T Cox; K Deben; K Ketelslagers; B Waelkens
Journal:  B-ENT       Date:  2012       Impact factor: 0.082

5.  Clinical applications of three-dimensional printing in otolaryngology-head and neck surgery: A systematic review.

Authors:  Chris J Hong; Andreas A Giannopoulos; Brian Y Hong; Ian J Witterick; Jonathan C Irish; John Lee; Allan Vescan; Dimitrios Mitsouras; Wilfred Dang; Paolo Campisi; John R de Almeida; Eric Monteiro
Journal:  Laryngoscope       Date:  2019-01-30       Impact factor: 3.325

6.  Image-guided placement of the Bonebridge™ without surgical navigation equipment.

Authors:  Byunghyun Cho; Nozomu Matsumoto; Megumu Mori; Shizuo Komune; Makoto Hashizume
Journal:  Int J Comput Assist Radiol Surg       Date:  2014-01-07       Impact factor: 2.924

7.  Accuracy Assessment of Pedicle and Lateral Mass Screw Insertion Assisted by Customized 3D-Printed Drill Guides: A Human Cadaver Study.

Authors:  Peter A J Pijpker; Joep Kraeima; Max J H Witjes; D L Marinus Oterdoom; Maarten H Coppes; Rob J M Groen; Jos M A Kuijlen
Journal:  Oper Neurosurg (Hagerstown)       Date:  2019-01-01       Impact factor: 2.703

Review 8.  The cochlear implant: historical aspects and future prospects.

Authors:  Adrien A Eshraghi; Ronen Nazarian; Fred F Telischi; Suhrud M Rajguru; Eric Truy; Chhavi Gupta
Journal:  Anat Rec (Hoboken)       Date:  2012-10-08       Impact factor: 2.064

9.  Auricular prostheses attached to osseointegrated implants: multidisciplinary work-up and clinical evaluation.

Authors:  Maarten A Vijverberg; Luc Verhamme; Pascal van de Pol; Henricus P M Kunst; Emmanuel A M Mylanus; Myrthe K S Hol
Journal:  Eur Arch Otorhinolaryngol       Date:  2019-02-05       Impact factor: 2.503

10.  Positioning error of custom 3D-printed surgical guides for the radius: influence of fitting location and guide design.

Authors:  G Caiti; J G G Dobbe; G J Strijkers; S D Strackee; G J Streekstra
Journal:  Int J Comput Assist Radiol Surg       Date:  2017-11-06       Impact factor: 2.924

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