Abstract
Purpose
Currently, intraoperative ultrasound in brain tumor surgery is a rapidly propagating option in imaging technology. We examined the accuracy and resolution limits of different ultrasound probes and the influence of 3D-reconstruction in a phantom and compared these results to MRI in an intraoperative setting (iMRI).
Methods
An agarose gel phantom with predefined gel targets was examined with iMRI, a sector (SUS) and a linear (LUS) array probe with two-dimensional images. Additionally, 3D-reconstructed sweeps in perpendicular directions were made of every target with both probes, resulting in 392 measurements. Statistical calculations were performed, and comparative boxplots were generated.
Results
Every measurement of iMRI and LUS was more precise than SUS, while there was no apparent difference in height of iMRI and 3D-reconstructed LUS. Measurements with 3D-reconstructed LUS were always more accurate than in 2D-LUS, while 3D-reconstruction of SUS showed nearly no differences to 2D-SUS in some measurements. We found correlations of 3D-reconstructed SUS and LUS length and width measurements with 2D results in the same image orientation.
Conclusions
LUS provides an accuracy and resolution comparable to iMRI, while SUS is less exact than LUS and iMRI. 3D-reconstruction showed the potential to distinctly improve accuracy and resolution of ultrasound images, although there is a strong correlation with the sweep direction during data acquisition.
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References
Sanai N, Berger MS (2008) Glioma extent of resection and its impact on patient outcome. Neurosurgery 62:753–764 (discussion 264-6)
Oszvald A, Guresir E, Setzer M, Vatter H, Senft C, Seifert V, Franz K (2012) Glioblastoma therapy in the elderly and the importance of the extent of resection regardless of age. J Neurosurg 116:357–364
Hervey-Jumper SL, Berger MS (2014) Role of surgical resection in low- and high-grade gliomas. Curr Treat Options Neurol 16:284-014-0284-7
Nimsky C, Ganslandt O, Buchfelder M, Fahlbusch R (2006) Intraoperative visualization for resection of gliomas: the role of functional neuronavigation and intraoperative 1.5 T MRI. Neurol Res 28:482–487
Unsgaard G, Rygh OM, Selbekk T, Muller TB, Kolstad F, Lindseth F, Hernes TA (2006) Intra-operative imaging with 3D ultrasound in neurosurgery. Acta Neurochir (Wien) 148:235–253
Coburger J, Nabavi A, Konig R, Wirtz CR, Pala A (2017) Contemporary use of intraoperative imaging in glioma surgery: a survey among EANS members. Clin Neurol Neurosurg 163:133–141
Zhang G, Li Z, Si D, Shen L (2017) Diagnostic ability of intraoperative ultrasound for identifying tumor residual in glioma surgery operation. Oncotarget 8:73105–73114
Mahboob SO, Mcphillips R, Qiu Z, Jiang Y, Meggs C, Schiavone G, Button T, Desmulliez M, Demore CE, Cochran S, Eljamel S (2016) Intraoperative ultrasound (IoUS) guided resection of gliomas: a meta-analysis and review of the literature. World Neurosurg 92:255–263
Gerganov VM, Samii A, Giordano M, Samii M, Fahlbusch R (2011) Two-dimensional high-end ultrasound imaging compared to intraoperative MRI during resection of low-grade gliomas. J Clin Neurosci 18:669–673
Renovanz M, Hickmann AK, Henkel C, Nadji-Ohl M, Hopf NJ (2014) Navigated versus non-navigated intraoperative ultrasound: is there any impact on the extent of resection of high-grade gliomas? A retrospective clinical analysis. J Neurol Surg A Cent Eur Neurosurg 75:224–230
Unsgaard G, Ommedal S, Muller T, Gronningsaeter A, Nagelhus Hernes TA (2002) Neuronavigation by intraoperative three-dimensional ultrasound: initial experience during brain tumor resection. Neurosurgery 50:804–812
Rasmussen IA Jr, Lindseth F, Rygh OM, Berntsen EM, Selbekk T, Xu J, Nagelhus Hernes TA, Harg E, Haberg A, Unsgaard G (2007) Functional neuronavigation combined with intra-operative 3D ultrasound: initial experiences during surgical resections close to eloquent brain areas and future directions in automatic brain shift compensation of preoperative data. Acta Neurochir (Wien) 149:365–378
Ohue S, Kumon Y, Nagato S, Kohno S, Harada H, Nakagawa K, Kikuchi K, Miki H, Ohnishi T (2010) Evaluation of intraoperative brain shift using an ultrasound-linked navigation system for brain tumor surgery. Neurol Med 50:291–300
Riva M, Hennersperger C, Milletari F, Katouzian A, Pessina F, Gutierrez-Becker B, Castellano A, Navab N, Bello L (2017) 3D intra-operative ultrasound and MR image guidance: pursuing an ultrasound-based management of brainshift to enhance neuronavigation. Int J Comput Assist Radiol Surg 12:1711–1725
Prada F, Del Bene M, Mattei L, Lodigiani L, DeBeni S, Kolev V, Vetrano I, Solbiati L, Sakas G, DiMeco F (2015) Preoperative magnetic resonance and intraoperative ultrasound fusion imaging for real-time neuronavigation in brain tumor surgery. Ultraschall Med 36:174–186
Coburger J, Scheuerle A, Kapapa T, Engelke J, Thal DR, Wirtz CR, Konig R (2015) Sensitivity and specificity of linear array intraoperative ultrasound in glioblastoma surgery: a comparative study with high field intraoperative MRI and conventional sector array ultrasound. Neurosurg Rev 38:499–509
Coburger J, Scheuerle A, Thal DR, Engelke J, Hlavac M, Wirtz CR, Konig R (2015) Linear array ultrasound in low-grade glioma surgery: histology-based assessment of accuracy in comparison to conventional intraoperative ultrasound and intraoperative MRI. Acta Neurochir 157:195–206
Coburger J, Konig RW, Scheuerle A, Engelke J, Hlavac M, Thal DR, Wirtz CR (2014) Navigated high frequency ultrasound: description of technique and clinical comparison with conventional intracranial ultrasound. World Neurosurg 82(3–4):366–375
Gronningsaeter A, Kleven A, Ommedal S, Aarseth TE, Lie T, Lindseth F, Lango T, Unsgard G (2000) SonoWand, an ultrasound-based neuronavigation system. Neurosurgery 47:1373–1379 (discussion 1379-80)
Serra C, Stauffer A, Actor B, Burkhardt JK, Ulrich NH, Bernays RL, Bozinov O (2012) Intraoperative high frequency ultrasound in intracerebral high-grade tumors. Ultraschall Med 33:E306–12
Moiyadi AV, Shetty P (2016) Direct navigated 3D ultrasound for resection of brain tumors: a useful tool for intraoperative image guidance. Neurosurg Focus 40:E5
Moran CM, Pye SD, Ellis W, Janeczko A, Morris KD, McNeilly AS, Fraser HM (2011) A comparison of the imaging performance of high resolution ultrasound scanners for preclinical imaging. Ultrasound Med Biol 37:493–501
Lindseth F, Lango T, Bang J, Nagelhus Hernes TA (2002) Accuracy evaluation of a 3D ultrasound-based neuronavigation system. Comput Aided Surg 7:197–222
Sheng L, Li J, Chen J, Liang P, Dong B (2015) Comparison of 3D ultrasound and magnetic resonance imaging for microwave ablation in the canine splenomegaly model. Int J Comput Assist Radiol Surg 10:459–464
Bayer S, Maier A, Ostermeier M, Fahrig R (2017) Intraoperative imaging modalities and compensation for brain shift in tumor resection surgery. Int J Biomed Imaging 2017:6028645
Stieglitz LH, Fichtner J, Andres R, Schucht P, Krahenbuhl AK, Raabe A, Beck J (2013) The silent loss of neuronavigation accuracy: a systematic retrospective analysis of factors influencing the mismatch of frameless stereotactic systems in cranial neurosurgery. Neurosurgery 72:796–807
Gerard IJ, Kersten-Oertel M, Petrecca K, Sirhan D, Hall JA, Collins DL (2017) Brain shift in neuronavigation of brain tumors: a review. Med Image Anal 35:403–420
Zell K, Sperl JI, Vogel MW, Niessner R, Haisch C (2007) Acoustical properties of selected tissue phantom materials for ultrasound imaging. Phys Med Biol 52:475–484
Prager RW, Rohling RN, Gee AH, Berman L (1998) Rapid calibration for 3-D freehand ultrasound. Ultrasound Med Biol 24:855–869
Miller D, Lippert C, Vollmer F, Bozinov O, Benes L, Schulte DM, Sure U (2012) Comparison of different reconstruction algorithms for three-dimensional ultrasound imaging in a neurosurgical setting. Int J Med Robot 8:348–359
Cong W, Yang J, Ai D, Song H, Chen G, Liang X, Liang P, Wang Y (2017) Global patch matching (GPM) for freehand 3D ultrasound reconstruction. Biomed Eng Online 16:124-017-0411-2
Torfeh T, Hammoud R, Perkins G, McGarry M, Aouadi S, Celik A, Hwang K, Stancanello J, Petric P, Al-Hammadi N (2016) Characterization of 3D geometric distortion of magnetic resonance imaging scanners commissioned for radiation therapy planning. Magn Reson Imaging 34:645–653
Wang D, Strugnell W, Cowin G, Doddrell DM, Slaughter R (2004) Geometric distortion in clinical MRI systems part I: evaluation using a 3D phantom. Magn Reson Imaging 22:1211–1221
Selbekk T, Jakola AS, Solheim O, Johansen TF, Lindseth F, Reinertsen I, Unsgard G (2013) Ultrasound imaging in neurosurgery: approaches to minimize surgically induced image artefacts for improved resection control. Acta Neurochir (Wien) 155:973–980
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Jan Coburger and Ralph König work as consultants for Brainlab and have received speaker fees. The other authors have declared no personal conflict of interest.
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Siekmann, M., Lothes, T., König, R. et al. Experimental study of sector and linear array ultrasound accuracy and the influence of navigated 3D-reconstruction as compared to MRI in a brain tumor model. Int J CARS 13, 471–478 (2018). https://doi.org/10.1007/s11548-018-1705-y
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DOI: https://doi.org/10.1007/s11548-018-1705-y