Multimodal Intraoperative Image-Driven Surgery for Skull Base Chordomas and Chondrosarcomas
Simple Summary
Abstract
1. Introduction
2. Methods
2.1. Operative and Perioperative Management in the AMIGO Suite
2.2. Volumetric Analysis
2.3. Clinical Outcomes and Follow-Up
3. Results
3.1. Patient Population, Tumor Characteristics, and Preoperative Imaging
3.2. Surgery and Intraoperative Imaging
3.3. Volumetric Analysis
3.4. Clinical Outcomes and Follow-Up
3.5. Case Examples
3.5.1. Case 1
3.5.2. Case 2
4. Discussion
5. Limitations
6. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
References
- Dolati, P.; Gokoglu, A.; Eichberg, D.; Zamani, A.; Golby, A.; Al-Mefty, O. Multimodal navigated skull base tumor resection using image-based vascular and cranial nerve segmentation: A prospective pilot study. Surg. Neurol. Int. 2015, 6, 172. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Salame, K.; Fliss, D.M.; Cohen, J.T.; Ouaknine, G.E. Technological advances in skull base surgery. Oper. Tech. Otolaryngol. Head Neck Surg. 2000, 11, 234–237. [Google Scholar] [CrossRef] [Scilit]
- Tempany, C.M.; Jayender, J.; Kapur, T.; Bueno, R.; Golby, A.; Agar, N.; Jolesz, F.A. Multimodal imaging for improved diagnosis and treatment of cancers. Cancer 2015, 121, 817–827. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Colli, B.O.; Al-Mefty, O. Chordomas of the skull base: Follow-up review and prognostic factors. Neurosurg. Focus 2001, 10, E1. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Almefty, K.; Pravdenkova, S.; Colli, B.O.; Al-Mefty, O.; Gokden, M. Chordoma and chondrosarcoma: Similar, but quite different, skull base tumors. Cancer 2007, 110, 2457–2467. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Fedorov, A.; Beichel, R.; Kalpathy-Cramer, J.; Finet, J.; Fillion-Robin, J.C.; Pujol, S.; Bauer, C.; Jennings, D.; Fennessy, F.; Sonka, M.; et al. 3D Slicer as an image computing platform for the Quantitative Imaging Network. Magn. Reson. Imaging 2012, 30, 1323–1341. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Essayed, W.I.; Mooney, M.A.; Al-Mefty, O. Transcavernous Resection of an Upper Clival Chondrosarcoma: “Cavernous Sinus as a Route”: 2-Dimensional Operative Video. Oper. Neurosurg. 2021, 20, E422–E423. [Google Scholar] [CrossRef] [Scilit]
- Jain, M.; Noseworthy, M.D. Current Status of Radiological Multimodality Imaging. Crit. Rev. Biomed. Eng. 2016, 44, 167–176. [Google Scholar] [CrossRef] [Scilit]
- Jones, D.W.; Stangenberg, L.; Swerdlow, N.J.; Alef, M.; Lo, R.; Shuja, F.; Schermerhorn, M.L. Image Fusion and 3-Dimensional Roadmapping in Endovascular Surgery. Ann. Vasc. Surg. 2018, 52, 302–311. [Google Scholar] [CrossRef] [Scilit]
- Santagata, S.; Eberlin, L.S.; Norton, I.; Calligaris, D.; Feldman, D.R.; Ide, J.L.; Liu, X.; Wiley, J.S.; Vestal, M.L.; Ramkissoon, S.H.; et al. Intraoperative mass spectrometry mapping of an onco-metabolite to guide brain tumor surgery. Proc. Natl. Acad. Sci. USA 2014, 111, 11121–11126. [Google Scholar] [CrossRef] [Scilit]
- Murphy, M.A.; O’Brien, T.J.; Morris, K.; Cook, M.J. Multimodality image-guided surgery for the treatment of medically refractory epilepsy. J. Neurosurg. 2004, 100, 452–462. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Mazzucchi, E.; La Rocca, G.; Ius, T.; Sabatino, G.; Della Pepa, G.M. Multimodality Imaging Techniques to Assist Surgery in Low-Grade Gliomas. World Neurosurg. 2020, 133, 423–425. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Nowell, M.; Rodionov, R.; Zombori, G.; Sparks, R.; Rizzi, M.; Ourselin, S.; Miserocchi, A.; McEvoy, A.; Duncan, J. A Pipeline for 3D Multimodality Image Integration and Computer-assisted Planning in Epilepsy Surgery. J. Vis. Exp. 2016, 111, e53450. [Google Scholar] [CrossRef] [Scilit]
- Ning, G.; Zhang, X.; Zhang, Q.; Wang, Z.; Liao, H. Real-time and multimodality image-guided intelligent HIFU therapy for uterine fibroid. Theranostics 2020, 10, 4676–4693. [Google Scholar] [CrossRef] [Scilit]
- Huang, B.; Yang, F.; Yin, M.; Mo, X.; Zhong, C. A Review of Multimodal Medical Image Fusion Techniques. Comput. Math. Methods Med. 2020, 2020, 8279342. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Hahn, B.S.; Park, J.Y. Incorporating New Technologies to Overcome the Limitations of Endoscopic Spine Surgery: Navigation, Robotics, and Visualization. World Neurosurg. 2021, 145, 712–721. [Google Scholar] [CrossRef] [Scilit]
- Zaidi, H.A.; De Los Reyes, K.; Barkhoudarian, G.; Litvack, Z.N.; Bi, W.L.; Rincon-Torroella, J.; Mukundan, S., Jr.; Dunn, I.F.; Laws, E.R., Jr. The utility of high-resolution intraoperative MRI in endoscopic transsphenoidal surgery for pituitary macroadenomas: Early experience in the Advanced Multimodality Image Guided Operating suite. Neurosurg. Focus 2016, 40, E18. [Google Scholar] [CrossRef] [Scilit]
- Olubiyi, O.I.; Ozdemir, A.; Incekara, F.; Tie, Y.; Dolati, P.; Hsu, L.; Santagata, S.; Chen, Z.; Rigolo, L.; Golby, A.J. Intraoperative Magnetic Resonance Imaging in Intracranial Glioma Resection: A Single-Center, Retrospective Blinded Volumetric Study. World Neurosurg. 2015, 84, 528–536. [Google Scholar] [CrossRef] [Scilit]
- Walcott, B.P.; Nahed, B.V.; Mohyeldin, A.; Coumans, J.V.; Kahle, K.T.; Ferreira, M.J. Chordoma: Current concepts, management, and future directions. Lancet Oncol. 2012, 13, e69–e76. [Google Scholar] [CrossRef] [Scilit]
- Koto, M.; Ikawa, H.; Kaneko, T.; Hagiwara, Y.; Hayashi, K.; Tsuji, H. Long-term outcomes of skull base chordoma treated with high-dose carbon-ion radiotherapy. Head Neck. 2020, 42, 2607–2613. [Google Scholar] [CrossRef] [Scilit]
- Kremenevski, N.; Schlaffer, S.M.; Coras, R.; Kinfe, T.M.; Graillon, T.; Buchfelder, M. Skull Base Chordomas and Chondrosarcomas. Neuroendocrinology 2020, 110, 836–847. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Erdem, E.; Angtuaco, E.C.; Van Hemert, R.; Park, J.S.; Al-Mefty, O. Comprehensive review of intracranial chordoma. Radiographics 2003, 23, 995–1009. [Google Scholar] [CrossRef] [Scilit]
- Bakker, S.H.; Jacobs, W.C.H.; Pondaag, W.; Gelderblom, H.; Nout, R.A.; Dijkstra, P.D.S.; Peul, W.C.; Vleggeert-Lankamp, C.L.A. Chordoma: A systematic review of the epidemiology and clinical prognostic factors predicting progression-free and overall survival. Eur. Spine J. 2018, 27, 3043–3058. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Kadri, P.A.S.; Al-Mefty, R.O.; Borba, L.A.B.; Ayoubi, S.; Al-Mefty, O. Recurrent Skull Base Chordomas. In Chordomas and Chondrosarcomas of the Skull Base and Spine; Elsevier: Amsterdam, The Netherlands, 2018; pp. 393–398. [Google Scholar]
- Zoli, M.; Milanese, L.; Bonfatti, R.; Faustini-Fustini, M.; Marucci, G.; Tallini, G.; Zenesini, C.; Sturiale, C.; Frank, G.; Pasquini, E.; et al. Clival chordomas: Considerations after 16 years of endoscopic endonasal surgery. J. Neurosurg. 2018, 128, 329–338. [Google Scholar] [CrossRef] [Scilit]
- Tzortzidis, F.; Elahi, F.; Wright, D.; Natarajan, S.K.; Sekhar, L.N. Patient outcome at long-term follow-up after aggressive microsurgical resection of cranial base chordomas. Neurosurgery 2006, 59, 230–237. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Sen, C.; Triana, A. Cranial chordomas: Results of radical excision. Neurosurg. Focus 2001, 10, E3. [Google Scholar] [CrossRef] [Scilit]
- Al-Mefty, O.; Borba, L.A. Skull base chordomas: A management challenge. J. Neurosurg. 1997, 86, 182–189. [Google Scholar] [CrossRef] [Scilit]
- Al-Mefty, O.; Almefty, R. 24 Chordomas: A Personal Perspective. Chordomas 2017, 179–186. [Google Scholar] [CrossRef] [Scilit]
- Sen, C.; Triana, A.I.; Berglind, N.; Godbold, J.; Shrivastava, R.K. Clival chordomas: Clinical management, results, and complications in 71 patients. J. Neurosurg. 2010, 113, 1059–1071. [Google Scholar] [CrossRef] [Scilit]
- Nimsky, C.; Ganslandt, O.; Kober, H.; Buchfelder, M.; Fahlbusch, R. Intraoperative magnetic resonance imaging combined with neuronavigation: A new concept. Neurosurgery 2001, 48, 1082–1089. [Google Scholar] [CrossRef] [Scilit]
- Metwali, H.; Samii, A.; Gerganov, V.; Giordano, M.; Fahlbusch, R.; Samii, M. The Significance of Intraoperative Magnetic Resonance Imaging in Resection of Skull Base Chordomas. World Neurosurg. 2019, 128, e185–e194. [Google Scholar] [CrossRef] [Scilit] [PubMed]




| Surg | Pts | Age | Sex | Symptoms | Tumor Location | Type of Tumor (Prior Surgeries) | Previous Radiation |
|---|---|---|---|---|---|---|---|
| 1 | 1 | 71 | F | Radiological progression | Rt CS | Recurrence (3) | Proton beam radiation |
| 2 | 2 | 58 | M | Increasing diplopia | Cl, PPS, Lt CS | Recurrence (2) | Proton beam radiation and Gamma knife |
| 3 | 3 | 39 | M | Increasing diplopia | Rt Cl, CS | Recurrence (1) | RT |
| 4 | 42 | M | Worsening vision in right eye | Rt Cl, MF, PPS, S, CS, NP | Recurrence (2) | RT | |
| 5 | 45 | M | Radiological progression | Rt Cl, MF, PPS, S, CS, NP | Recurrence (3) | RT | |
| 6 | 4 | 55 | M | Headaches, blurry vision | Cl, CS, S, PA | New | No |
| 7 | 5 | 45 | F | Right-sided jaw pain, neck pain | Cl, Bilateral condyles | New | No |
| 8 | 6 | 45 | F | Decreased hearing in the Rt | Rt PA, Cl | New | No |
| 9 | 7 | 51 | F | None | Rt PA, Cl | New | No |
| 10 | 8 | 64 | F | Worsening voice and swallowing | Cl, Bilateral condyles, retropharyngeal | Recurrence (1) | Proton beam radiation |
| 11 | 9 | 24 | F | Double vision | Upper Clivus | New | No |
| Complaints | Clinical Findings | Features | Total | % | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Neuro-Ophthalmologic | % | CN Deficit | % | Clival | |||||||
| Abnormal eye movement | 5 | 45% | Optic | 2 | 18% | Upper | 9 | 82% | |||
| Double vision | 5 | 45% | Oculomotor | 4 | 36% | Middle | 9 | 82% | |||
| Eye Drop | 4 | 36% | Trochlear | 2 | 18% | Lower | 9 | 82% | |||
| Visual difficulties | 6 | 55% | Trigeminal | 1 | 9% | Extension | 0% | ||||
| Headaches | 2 | 18% | Abducens | 5 | 45% | Cavernous sinus | 8 | 73% | |||
| Neck pain | 2 | 18% | Facial | 0 | 0% | Sellar region | 7 | 64% | |||
| Voice hoarseness | 1 | 9% | Vestibulocochlear | 1 | 9% | Intradural | 5 | 45% | |||
| Swallowing difficulties | 1 | 9% | Glossopharyngeal | 1 | 9% | Petrous ridge | 8 | 73% | |||
| Vertigo | 1 | 9% | Vagus | 1 | 9% | Cerebellopontine angle/prepontine | 4 | 36% | |||
| Accessory | 0 | 0% | Jugular foramen | 2 | 18% | ||||||
| Hypoglossal | 2 | 18% | Retro pharynx | 4 | 36% | ||||||
| Long tracts | 1 | 9% | Infratemporal fossa | 2 | 18% | ||||||
| Cerebellar signs | 0 | 0% | Occipital condyles | 3 | 27% | ||||||
| Cervical spine | 1 | 9% | |||||||||
| Mean Tumor Volume (cm3) | 13.4 | SD 12 | |||||||||
| Surg | Modalities | Modalities Used | Residual iMRI | Complications | Major Events in the Long Term Follow-Up | |
|---|---|---|---|---|---|---|
| 1 | Right anterior preauricular | 1 | MRI | Anterior genu of the right carotid | None | No recurrence on the available one-year follow-up |
| 2 | Left preauricular and zygomatic | 2 | MRI, Endosc | Lt PPS, Lt CS, Post clinoid, Meckel’s cave | None | Multifocal disease including spinal cord, deceased |
| 3 | Right preauricular zygomatic middle fossa approach | 4 | MRI, CT, Endosc, Fluoro | Anterior CS | None | Local recurrence (S4) |
| 4 | Right preauricular zygomatic middle fossa approach | 3 | MRI, Endosc, Fluoro | Anterior CS | None | Local recurrence (S5) |
| 5 | Right preauricular zygomatic middle fossa approach | 3 | MRI, Endosc, Angio | Rt PPS, Anterior CS | Intracavernous carotid injury | Developed local recurrence and distal drop metastasis to the lumbar spine |
| 6 | Left preauricular middle fossa anterior petrosal approach (3 weeks after anterior transsphenoidal approach) | 4 | MRI, CT, Endosc, Fluoro | Petroclival/occipital clivus | Left V1-V2 hypoalgesia, L frontalis branch of facial | Radiation induced panhypopituitarism |
| 7 | Bilateral transcondylar approach with O-C5 fusion | 3 | MRI, Endosc, Fluoro | Base of the odontoid | DVT | Multifocal metastatic disease, including spine requiring radiation therapy, contralateral intradural infratentorial met requiring surgery in August 2020 |
| 8 | Right anterior preauricular | 3 | MRI, Endosc, Fluoro | None | No recurrent disease on the 5 year follow-up | |
| 9 | Right anterior preauricular | 3 | MRI, Endosc, Fluoro | Intracranial hypotension, Partial Rt VII | Initial progression of residual, stable after radiation therapy | |
| 10 | Rt far lateral | 2 | MRI, Endosc | Retropharyngeal | None | Aggressive recurrence on 3–4 month postoperative imaging |
| 11 | R orbitozygomatic transcavernous | 3 | MRI, Endosc, Fluoro | None | No recurrence on the available one-year follow-up |
| Extent of Resection | Patients | % | |
|---|---|---|---|
| GTR | 2 | 18.2% | |
| STR/partial resection | 9 | 81.8% | |
| Pathology | |||
| Chordoma | Classic | 8 | 72.7% |
| Chondroid | 0 | 0.0% | |
| Dedifferentiated | 0 | 0.0% | |
| Chondrosarcoma | Grade I | 3 | 27.3% |
| Myxoid | 2 | 18.1% | |
| Symptoms/Deficit | Active | 6 | 54.5% |
| Postoperative symptoms | Improvement | 2 | 18.2% |
| Stable | 7 | 63.6% | |
| Worsening | 1 | 9.1% | |
| Morbidity | Major | 1 | 9.1% |
| Minor | 4 | 36.4% | |
| Follow-up | Years | SD | |
| Progression-free survival (index surgery to clinical/rad progression) | 2.3 | 2.3 | |
| Postoperative follow-up (index surgery to last available follow-up) | 2.9 | 2.7 | |
| Overall follow-up (initial diagnosis-death/last follow-up in months) | 11.48* | 8.0 |
| Surgery | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Preop Volume (cm3) | 3.78 | 16.82 | 7.15 | 10.28 | 25.84 | 22.23 | 40.74 | 2.56 | 2.56 | 10.03 | 5.50 |
| iMRI volume (cm3) | 0.13 | 0.13 | 0.60 | 0.28 | 2.74 | 0.11 | 2.88 | 0.00 | 0.44 | 1.02 | 0.00 |
| Intraop % of reduction | 96.6% | 99.2% | 91.6% | 97.3% | 89.4% | 99.5% | 92.9% | 100.0% | 82.8% | 89.8% | 100.0% |
| Postop MRI (cm3) | 0.13 | 0.13 | 0.07 | 0.09 | n/a | 0.00 | 0.76 | 0.00 | 0.2 | 1.39 | n/a |
| Postop % of reduction | 96.6% | 99.2% | 99.0% | 99.1% | 89.4% | 100.0% | 98.1% | 100.0% | 92.2% | n/a * | 100.0% |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Essayed, W.I.; Juvekar, P.; Bernstock, J.D.; Rassi, M.S.; Almefty, K.; Zamani, A.A.; Golby, A.J.; Al-Mefty, O. Multimodal Intraoperative Image-Driven Surgery for Skull Base Chordomas and Chondrosarcomas. Cancers 2022, 14, 966. https://doi.org/10.3390/cancers14040966
Essayed WI, Juvekar P, Bernstock JD, Rassi MS, Almefty K, Zamani AA, Golby AJ, Al-Mefty O. Multimodal Intraoperative Image-Driven Surgery for Skull Base Chordomas and Chondrosarcomas. Cancers. 2022; 14(4):966. https://doi.org/10.3390/cancers14040966
Chicago/Turabian StyleEssayed, Walid I., Parikshit Juvekar, Joshua D. Bernstock, Marcio S. Rassi, Kaith Almefty, Amir Arsalan Zamani, Alexandra J. Golby, and Ossama Al-Mefty. 2022. "Multimodal Intraoperative Image-Driven Surgery for Skull Base Chordomas and Chondrosarcomas" Cancers 14, no. 4: 966. https://doi.org/10.3390/cancers14040966
APA StyleEssayed, W. I., Juvekar, P., Bernstock, J. D., Rassi, M. S., Almefty, K., Zamani, A. A., Golby, A. J., & Al-Mefty, O. (2022). Multimodal Intraoperative Image-Driven Surgery for Skull Base Chordomas and Chondrosarcomas. Cancers, 14(4), 966. https://doi.org/10.3390/cancers14040966

