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W tym Artykule

  • Overview
  • Protokół
  • Wyniki
  • Materiały
  • Odniesienia

Overview

In this research protocol, we expand upon our previously described three-dimensional (3D) scanning protocol with the addition of augmented reality (AR) technology. Surgical margin status remains one of the most important prognostic features in cancers of the head and neck and is one of the few factors under the control of the head and neck surgeon1,2,3. The complex 3D anatomy of the head and neck often creates difficulty for surgeons attempting to relocate a positive or close margin, and prior studies have demonstrated that accuracy in relocating margins following initial resection is suboptimal4,5,6. As a result, oncologic outcomes following re-resection remain poor2,3. This protocol investigates the feasibility and accuracy of AR to guide the re-resection of initial positive or close margins in head and neck oncologic surgery. This technology allows surgeons to replace a 3D scanned virtual hologram of the resected cancer specimen back into the resection bed to improve visualization of re-resection location to adequately clear an initial positive or close margin. 

ETHICS DISCLAIMER:

This protocol includes the use of cadavers with approval from the Vanderbilt University Medical Center’s Center for Experiential Learning and Assessment. This protocol was performed in compliance with Vanderbilt University Medical Center guidelines for human subjects research under IRB #221733.

Protokół

NOTE: A schematic detailing the protocol workflow can be seen in Figure 1.

1. 3D Scanning

  1. Obtain a 3D Scan of an oncologic resection specimen per the previously described 3D scanning protocol7.
    1. Set up the commercially available, desktop 3D scanner in an area in proximity to the pathology lab where specimens are typically taken.
    2. Gently rinse and pat dry the resected specimen. Take 2D photographs of the anterior and posterior surfaces of the specimen.
    3. Place the specimen on the scanner turntable, ensuring the turntable is protected from any bodily fluids with a thin plastic sheet.
    4. Using the 3D scanner software and a laptop computer, obtain a 3D scan of the anterior and posterior surfaces of the specimen.
    5. Using the 3D scanner software, use three-point data cross-registration to align the two sets of scan data.
    6. Once the scan resembles the 3D structure of the ex vivo specimen, proceed to step 1.2.
  2. Click Save Your Scan and save the completed scan from the 3D scanning software as a .obj file and a .jpeg file.

2. Augmented reality environment setup

  1. Open the desktop AR software. Open the Augmented Reality VISE package.
  2. Upload the 3D model produced in step 1.2 as a .obj file and the texture data as a .jpeg file into the software by dragging and dropping the files from the desktop into the Project Assets box.
  3. Put on the Head Mounted Display (HMD).
  4. Open the menu in the HMD environment by raising the non-dominant wrist. When a square icon appears, tap it by pointing the finger at the icon and look for a menu to appear.
  5. Select File | Show All Apps | open the Holographic Remoting application on the HMD.
  6. Connect the HMD to the software by selecting Mixed Reality | Remoting | Holographic Remoting for Play Mode in the top toolbar.
  7. Input the IP address of the HMD, which is displayed when the Holographic Remoting application is open.
    NOTE:  If not displayed within the app, the IP address can also be found in the settings or through the voice command “What’s My IP Address”.
  8. Ensure the HMD and the device running the software are both connected to the same Wi-Fi network. Hit the triangle Play button in the top center. The HMD headset will now display Rendering...
  9. Drag the 3D object model into the left Hierarchy bar. Open the dropdown menu for the object. Drag the default into the Adjust Pivot popup window under Replace Object. Click on Apply Selected Objects.
  10. Open the Medical_Object dropdown in the Hierarchy menu and select anchor before selecting Move Medical_Objects pivot here in the Adjust Pivot popup.
  11. Drag the texture file into the (Texture 2D) box of the Adjust Pivot popup. Select Apply Selected Texture File.
  12. Hit the Play button in the top center of the screen once more.

3. Entering virtual reality

  1. Utilize the voice command Open to initialize the hologram.
  2. If the object is not seen or if it is ever lost from view, use the voice command Reposition to bring the object back to the center of view.
  3. The object will render in anatomical size. Use the voice command Lock Size to keep the object in the current size, Unlock Size to change the object size, and Back to Scale to restore the object to anatomical size.
  4. Pinch with the pointer finger and thumb to resize, move, and rotate the object in the same way a physical object is manipulated.

4. Utilizing voice commands

  1. Manipulate the object hands-free using the following voice commands:
    1. Right: Rotate the object to the right.
    2. Left: Rotate the object to the left.
    3. Bigger: Make the object bigger.
    4. Smaller: Make the object smaller.
    5. Increase transparency: Increase the object's transparency.
    6. Decrease transparency: Decrease the object's transparency.

5. AR-guided re-alignment of the specimen

NOTE: 3D realignment of the hologram can be seen in Figure 2.

  1. Manipulate the 3D specimen hologram seen through the HMD using the thumb and pointer finger.
    1. Grasp the object by putting the thumb and pointer finger together in the real environment where the hologram is seen in the virtual environment.
    2. Let go of the object by opening the thumb and pointer finger in the real environment once the 3D hologram is placed where desired in the virtual environment.
  2. Utilize the voice command Lock to secure the hologram in place and Unlock to manipulate the object once more.
  3. Based on the anatomic orientation of the hologram, realign the virtual specimen into the resection bed by following steps 5.1-5.2. When the hologram is realigned as much as possible with the resection bed as viewed through the HMD, use the voice command Lock to lock the specimen in place.

Wyniki

This protocol was established in a cadaveric study7. Twenty cadaveric resections from the head and neck were completed; 13 (65%) cutaneous and 7 (35%) oral cavity resections were performed. The mean value of the greatest diameter of the resected specimens was 4.5 cm (range, 2.5–8.2 cm). The relocation error was (mean ± S.D.) 4 mm ± 3.9 mm (range, 1–15 mm). A significant difference was observed between the mean relocation error of maxillectomy and mandibulectomy specimens and ...

Materiały

NameCompanyCatalog NumberComments
Digital Camera or CameraphoneiPhone May use iPhone or similar camera phone or digital camera.
EinScan SP V2 Platinum Desktop 3D ScannerShining 3D3D scanner hardware
ExScan Software; Solid Edge SHINING 3D EditionShining 3D3D scanner software, included with purchase of 3D Scanner
External MouseMicrosoft
Laptop ComputerDell XP500355-60734-40310-AAOEMLaptop Requirements:
USB: 1 ×USB 2.0 or 3.0; OS: Win 7, 8 or 10 (64 bit);
Graphic Card: Nvidia series; Graphic memory: >1G;
CPU: Dual-core i5 or higher; Memory: >8G
Microsoft HMD 2Microsoft
Unity SoftwareUnity TechnologiesReal-time, interactive 3D content platform
Microsoft Office SuiteMicrosoft
Mobile Presentation CartOklahoma SoundPRC450
USB-c Device ConverterTRIPP-LITEU442-DOCK3-BNecessary only if laptop does not have USB

Odniesienia

  1. Byers, R. M., Bland, K. I., Borlase, B., Luna, M. The prognostic and therapeutic value of frozen section determinations in the surgical treatment of squamous carcinoma of the head and neck. Am J Surg. 136 (4), 525-528 (1978).
  2. Ettl, T. et al. Positive frozen section margins predict local recurrence in R0-resected squamous cell carcinoma of the head and neck. Oral Oncol. 55, 17-23 (2016).
  3. Szewczyk, M. et al. Positive fresh frozen section margins as an adverse independent prognostic factor for local recurrence in oral cancer patients. Laryngoscope. 128 (5), 1093-1098 (2018).
  4. Kerawala, C. J., Ong, T. K. Relocating the site of frozen sections--is there room for improvement? Head Neck. 23 (3), 230-232 (2001).
  5. Coutu, B. et al. Positive margins matter regardless of subsequent resection findings. Oral Oncol. 128, 105850 (2022).
  6. Prasad, K. et al. How often is cancer present in oral cavity re-resections after initial positive margins? Laryngoscope. (2023).
  7. Prasad, K. et al. Augmented-reality surgery to guide head and neck cancer re-resection: a feasibility and accuracy study. Ann Surg Oncol. 30 (8), 4994-5000 (2023).
  8. Bopp, M. H. A. et al. Use of neuronavigation and augmented reality in transsphenoidal pituitary adenoma surgery. J Clin Med. 11 (19), 14 (2022).
  9. Checcucci, E. et al. The impact of 3D models on positive surgical margins after robot-assisted radical prostatectomy. World J Urol. 40 (9), 2221-2229 (2022).
  10. Gadzhiev, N. et al. Role and utility of mixed reality technology in laparoscopic partial nephrectomy: outcomes of a prospective RCT using an indigenously developed software. Adv Urol. 2022, 8992051 (2022).

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