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This paper outlines automated processes for nonhuman primate neurosurgical planning based on magnetic resonance imaging (MRI) scans. These techniques use procedural steps in programming and design platforms to support customized implant design for NHPs. The validity of each component can then be confirmed using three-dimensional (3D) printed life-size anatomical models.
This paper describes an in-house method of 3D brain and skull modeling from magnetic resonance imaging (MRI) tailored for nonhuman primate (NHP) neurosurgical planning. This automated, computational software-based technique provides an efficient way of extracting brain and skull features from MRI files as opposed to traditional manual extraction techniques using imaging software. Furthermore, the procedure provides a method for visualizing the brain and craniotomized skull together for intuitive, virtual surgical planning. This generates a drastic reduction in time and resources from those required by past work, which relied on iterative 3D printing. The skull modeling process creates a footprint that is exported into modeling software to design custom-fit cranial chambers and headposts for surgical implantation. Custom-fit surgical implants minimize gaps between the implant and the skull that could introduce complications, including infection or decreased stability. By implementing these pre-surgical steps, surgical and experimental complications are reduced. These techniques can be adapted for other surgical processes, facilitating more efficient and effective experimental planning for researchers and, potentially, neurosurgeons.
Nonhuman primates (NHPs) are invaluable models for translational medical research because they are evolutionarily and behaviorally similar to humans. NHPs have gained particular importance in neural engineering preclinical studies because their brains are highly relevant models of neural function and dysfunction1,2,3,4,5,6,7,8. Some powerful brain stimulation and recording techniques, such as optogenetic....
All procedures involving animals were approved by the Institute for Animal Care and Use Committee at the University of Washington. A total of four adult male rhesus macaques (Macaca mulatta) were used in this study. At the time of MRI acquisition, monkey H was 7 years old, monkey L was 6 years old, monkey C was 8.5 years old, and monkey B was 5.5 years old. Monkeys H and L were implanted with custom chronic chambers at 9 years of age.
1. Skull and brain isolation (
These components were previously validated using a combination of MRI visualizations and 3D-printed anatomical models. By comparing the automated craniotomy visualization to the 3D printed craniotomy and the MRI at the location of the craniotomy, it is evident that the virtual craniotomy representation accurately reflects the region of the brain that can be accessed with the specified craniotomy location (Figure 2A-F). Additi.......
This paper outlines a straightforward and precise method of neurosurgical planning that is not only beneficial for the development of components used for NHP cranial window implantation but also transferrable to other areas of NHP neuroscience research13,15,25. In comparison to other current methods of NHP implant planning and design25,29,30<.......
We would like to thank Toni Haun, Keith Vogel and Shawn Fisher for their technical help and support. This work was supported by the University of Washington Mary Gates Endowment (R.I.), National Institute of Health NIH 5R01NS116464 (T.B., A.Y.), NIH R01 NS119395 (D.J.G., A.Y), the Washington National Primate Research Center (WaNPRC, NIH P51 OD010425, U42 OD011123), the Center for Neurotechnology (EEC-1028725, Z.A., D.J.G.) and Weill Neurohub (Z. I.).
....Name | Company | Catalog Number | Comments |
3D Printing Software (Simplify 3D) (Paid) | Simplify3D | Version 4.1 | Used for 3D printing using MakerGear printer |
C-Clamp | Bessey | CM22 | Used for artificial dura fabrication, 2-1/2 Inch Capacity, 1-3/8 Inch Throat |
Formlabs Form 3+ 3D Printer | Formlabs | Form 3+ | Used for precise 3D printing |
MakerGear M2 3D Printer | MakerGear | M2 revG | Used for 3D printing implant prototypes |
MATLAB (Paid) | MathWorks | R2021b | Used for brain and skull isolation, virtual craniotomy visualization and skull STL reduction |
Phillips Acheiva MRI System | Philips | 4522 991 19391 | Used for non-human primate imaging |
Photopolymer Resin | Formlabs | FLGPGR04 | 1L, Grey, used for precise 3D prints with Formlabs printer |
PreForm Print Preparation Software | Formlabs | Version 2.17.0 | Used for 3D printing with Formlabs printer |
Printing Filament (PLA) | MatterHackers | 88331 | PLA 1.75 mm White. Used for 3D printing with MakerGear printer |
Silicone CAT-1300 | Shin-Etsu | Used for artificial dura fabrication | |
Silicone KE1300-T | Shin-Etsu | Used for artificial dura fabrication | |
SolidWorks (Paid) | Dassault Systems | 2020 | Used for chamber and headpost design |
Syn.Flex-S Multicoil | Philips | 45221318123 | Used for non-human primate imaging |
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