Skip to main content
Top
Published in: European Radiology 3/2020

01-03-2020 | Magnetic Resonance Imaging | Head and Neck

In vivo comparison of MRI- and CBCT-based 3D cephalometric analysis: beginning of a non-ionizing diagnostic era in craniomaxillofacial imaging?

Authors: Alexander Juerchott, Christian Freudlsperger, Dorothea Weber, Johann M. E. Jende, Muhammad Abdullah Saleem, Sebastian Zingler, Christopher J. Lux, Martin Bendszus, Sabine Heiland, Tim Hilgenfeld

Published in: European Radiology | Issue 3/2020

Login to get access

Abstract

Objectives

To evaluate whether magnetic resonance imaging (MRI) can serve as an alternative diagnostic tool to the “gold standard” cone-beam computed tomography (CBCT) in 3D cephalometric analysis.

Methods

In this prospective feasibility study, 12 patients (8 males, 4 females; mean age ± SD, 26.1 years ± 6.6) underwent 3D MRI and CBCT before orthognathic surgery. 3D cephalometric analysis was performed twice by two independent observers on both modalities. For each dataset, 27 cephalometric landmarks were defined from which 35 measurements (17 angles, 18 distances) were calculated. Statistical analyses included the calculation of Euclidean distances, intraclass correlation coefficients (ICCs), Bland-Altman analysis, and equivalence testing (linear mixed effects model) with a predefined equivalence margin of ± 1°/1 mm.

Results

Analysis of reliability for CBCT vs. MRI (intra-rater I/intra-rater II/inter-rater) revealed Euclidean distances of 0.86/0.86/0.98 mm vs. 0.93/0.99/1.10 mm for landmarks, ICCs of 0.990/0.980/0.986 vs. 0.982/0.978/0.980 for angles, and ICCs of 0.992/0.988/0.989 vs. 0.991/0.985/0.988 for distances. Bland-Altman analysis showed high levels of agreement between CBCT and MRI with bias values (95% levels of agreement) of 0.03° (− 1.49; 1.54) for angles and 0.02 mm (− 1.44; 1.47) for distances. In the linear mixed effects model, the mean values of CBCT and MRI measurements were equivalent.

Conclusion

This feasibility study indicates that MRI enables reliable 3D cephalometric analysis with excellent agreement to corresponding measurements on CBCT. Thus, MRI could serve as a non-ionizing alternative to CBCT for treatment planning and monitoring in orthodontics as well as oral and maxillofacial surgery.

Key Points

• Clinically established 3D cephalometric measurements performed on MRI are highly reliable and show an excellent agreement with CBCT (gold standard).
• The MRI technique applied in this study could be used as a non-ionizing diagnostic tool in orthodontics as well as oral and maxillofacial surgery.
• Since most patients benefiting from 3D cephalometry are young in age, the use of MRI could substantially contribute to radiation protection and open up new possibilities for treatment monitoring.
Literature
1.
go back to reference Baumrind S, Frantz RC (1971) The reliability of head film measurements. 1. Landmark identification. Am J Orthod 60:111–127CrossRef Baumrind S, Frantz RC (1971) The reliability of head film measurements. 1. Landmark identification. Am J Orthod 60:111–127CrossRef
2.
go back to reference Baumrind S, Frantz RC (1971) The reliability of head film measurements. 2. Conventional angular and linear measures. Am J Orthod 60:505–517CrossRef Baumrind S, Frantz RC (1971) The reliability of head film measurements. 2. Conventional angular and linear measures. Am J Orthod 60:505–517CrossRef
3.
go back to reference Broadbent BH (1931) A new X-ray technique and its application in orthodontics. Angle Orthod 1:45–60 Broadbent BH (1931) A new X-ray technique and its application in orthodontics. Angle Orthod 1:45–60
4.
go back to reference Kumar V, Ludlow JB, Mol A, Cevidanes L (2007) Comparison of conventional and cone beam CT synthesized cephalograms. Dentomaxillofac Radiol 36:263–269CrossRef Kumar V, Ludlow JB, Mol A, Cevidanes L (2007) Comparison of conventional and cone beam CT synthesized cephalograms. Dentomaxillofac Radiol 36:263–269CrossRef
5.
go back to reference Cattaneo PM, Bloch CB, Calmar D, Hjortshoj M, Melsen B (2008) Comparison between conventional and cone-beam computed tomography-generated cephalograms. Am J Orthod Dentofacial Orthop 134:798–802CrossRef Cattaneo PM, Bloch CB, Calmar D, Hjortshoj M, Melsen B (2008) Comparison between conventional and cone-beam computed tomography-generated cephalograms. Am J Orthod Dentofacial Orthop 134:798–802CrossRef
6.
go back to reference van Vlijmen OJ, Berge SJ, Swennen GR, Bronkhorst EM, Katsaros C, Kuijpers-Jagtman AM (2009) Comparison of cephalometric radiographs obtained from cone-beam computed tomography scans and conventional radiographs. J Oral Maxillofac Surg 67:92–97CrossRef van Vlijmen OJ, Berge SJ, Swennen GR, Bronkhorst EM, Katsaros C, Kuijpers-Jagtman AM (2009) Comparison of cephalometric radiographs obtained from cone-beam computed tomography scans and conventional radiographs. J Oral Maxillofac Surg 67:92–97CrossRef
7.
go back to reference Moyers RE, Bookstein FL (1979) The inappropriateness of conventional cephalometrics. Am J Orthod 75:599–617CrossRef Moyers RE, Bookstein FL (1979) The inappropriateness of conventional cephalometrics. Am J Orthod 75:599–617CrossRef
8.
go back to reference Ahlqvist J, Eliasson S, Welander U (1986) The effect of projection errors on cephalometric length measurements. Eur J Orthod 8:141–148CrossRef Ahlqvist J, Eliasson S, Welander U (1986) The effect of projection errors on cephalometric length measurements. Eur J Orthod 8:141–148CrossRef
9.
go back to reference Brown AA, Scarfe WC, Scheetz JP, Silveira AM, Farman AG (2009) Linear accuracy of cone beam CT derived 3D images. Angle Orthod 79:150–157CrossRef Brown AA, Scarfe WC, Scheetz JP, Silveira AM, Farman AG (2009) Linear accuracy of cone beam CT derived 3D images. Angle Orthod 79:150–157CrossRef
10.
go back to reference Garcia-Sanz V, Bellot-Arcis C, Hernandez V, Serrano-Sanchez P, Guarinos J, Paredes-Gallardo V (2017) Accuracy and reliability of cone-beam computed tomography for linear and volumetric mandibular condyle measurements. A Human Cadaver Study. Sci Rep 7:11993CrossRef Garcia-Sanz V, Bellot-Arcis C, Hernandez V, Serrano-Sanchez P, Guarinos J, Paredes-Gallardo V (2017) Accuracy and reliability of cone-beam computed tomography for linear and volumetric mandibular condyle measurements. A Human Cadaver Study. Sci Rep 7:11993CrossRef
11.
go back to reference Hassan B, van der Stelt P, Sanderink G (2009) Accuracy of three-dimensional measurements obtained from cone beam computed tomography surface-rendered images for cephalometric analysis: influence of patient scanning position. Eur J Orthod 31:129–134CrossRef Hassan B, van der Stelt P, Sanderink G (2009) Accuracy of three-dimensional measurements obtained from cone beam computed tomography surface-rendered images for cephalometric analysis: influence of patient scanning position. Eur J Orthod 31:129–134CrossRef
12.
go back to reference Olmez H, Gorgulu S, Akin E, Bengi AO, Tekdemir I, Ors F (2011) Measurement accuracy of a computer-assisted three-dimensional analysis and a conventional two-dimensional method. Angle Orthod 81:375–382CrossRef Olmez H, Gorgulu S, Akin E, Bengi AO, Tekdemir I, Ors F (2011) Measurement accuracy of a computer-assisted three-dimensional analysis and a conventional two-dimensional method. Angle Orthod 81:375–382CrossRef
13.
go back to reference Gribel BF, Gribel MN, Frazao DC, McNamara JA Jr, Manzi FR (2011) Accuracy and reliability of craniometric measurements on lateral cephalometry and 3D measurements on CBCT scans. Angle Orthod 81:26–35CrossRef Gribel BF, Gribel MN, Frazao DC, McNamara JA Jr, Manzi FR (2011) Accuracy and reliability of craniometric measurements on lateral cephalometry and 3D measurements on CBCT scans. Angle Orthod 81:26–35CrossRef
14.
go back to reference Gateno J, Xia JJ, Teichgraeber JF (2011) Effect of facial asymmetry on 2-dimensional and 3-dimensional cephalometric measurements. J Oral Maxillofac Surg 69:655–662CrossRef Gateno J, Xia JJ, Teichgraeber JF (2011) Effect of facial asymmetry on 2-dimensional and 3-dimensional cephalometric measurements. J Oral Maxillofac Surg 69:655–662CrossRef
15.
go back to reference Pauwels R, Beinsberger J, Collaert B et al (2012) Effective dose range for dental cone beam computed tomography scanners. Eur J Radiol 81:267–271CrossRef Pauwels R, Beinsberger J, Collaert B et al (2012) Effective dose range for dental cone beam computed tomography scanners. Eur J Radiol 81:267–271CrossRef
17.
go back to reference Pittayapat P, Limchaichana-Bolstad N, Willems G, Jacobs R (2014) Three-dimensional cephalometric analysis in orthodontics: a systematic review. Orthod Craniofac Res 17:69–91CrossRef Pittayapat P, Limchaichana-Bolstad N, Willems G, Jacobs R (2014) Three-dimensional cephalometric analysis in orthodontics: a systematic review. Orthod Craniofac Res 17:69–91CrossRef
18.
go back to reference Kim HS, Kim GT, Kim S, Lee JW, Kim EC, Kwon YD (2016) Three-dimensional evaluation of the pharyngeal airway using cone-beam computed tomography following bimaxillary orthognathic surgery in skeletal class III patients. Clin Oral Investig 20:915–922CrossRef Kim HS, Kim GT, Kim S, Lee JW, Kim EC, Kwon YD (2016) Three-dimensional evaluation of the pharyngeal airway using cone-beam computed tomography following bimaxillary orthognathic surgery in skeletal class III patients. Clin Oral Investig 20:915–922CrossRef
19.
go back to reference Goske MJ, Applegate KE, Boylan J et al (2008) The Image Gently campaign: working together to change practice. AJR Am J Roentgenol 190:273–274CrossRef Goske MJ, Applegate KE, Boylan J et al (2008) The Image Gently campaign: working together to change practice. AJR Am J Roentgenol 190:273–274CrossRef
20.
go back to reference Prager M, Heiland S, Gareis D, Hilgenfeld T, Bendszus M, Gaudino C (2015) Dental MRI using a dedicated RF-coil at 3 Tesla. J Craniomaxillofac Surg 43:2175–2182CrossRef Prager M, Heiland S, Gareis D, Hilgenfeld T, Bendszus M, Gaudino C (2015) Dental MRI using a dedicated RF-coil at 3 Tesla. J Craniomaxillofac Surg 43:2175–2182CrossRef
21.
go back to reference Sedlacik J, Kutzner D, Khokale A et al (2016) Optimized 14 + 1 receive coil array and position system for 3D high-resolution MRI of dental and maxillomandibular structures. Dentomaxillofac Radiol 45:20150177CrossRef Sedlacik J, Kutzner D, Khokale A et al (2016) Optimized 14 + 1 receive coil array and position system for 3D high-resolution MRI of dental and maxillomandibular structures. Dentomaxillofac Radiol 45:20150177CrossRef
22.
go back to reference Flügge T, Hövener JB, Ludwig U et al (2016) Magnetic resonance imaging of intraoral hard and soft tissues using an intraoral coil and FLASH sequences. Eur Radiol 26:4616–4623CrossRef Flügge T, Hövener JB, Ludwig U et al (2016) Magnetic resonance imaging of intraoral hard and soft tissues using an intraoral coil and FLASH sequences. Eur Radiol 26:4616–4623CrossRef
23.
go back to reference Assaf AT, Zrnc TA, Remus CC et al (2014) Evaluation of four different optimized magnetic-resonance-imaging sequences for visualization of dental and maxillo-mandibular structures at 3 T. J Craniomaxillofac Surg 42:1356–1363CrossRef Assaf AT, Zrnc TA, Remus CC et al (2014) Evaluation of four different optimized magnetic-resonance-imaging sequences for visualization of dental and maxillo-mandibular structures at 3 T. J Craniomaxillofac Surg 42:1356–1363CrossRef
24.
go back to reference Hilgenfeld T, Kastel T, Heil A et al (2018) High-resolution dental magnetic resonance imaging for planning palatal graft surgery-a clinical pilot study. J Clin Periodontol 45:462–470CrossRef Hilgenfeld T, Kastel T, Heil A et al (2018) High-resolution dental magnetic resonance imaging for planning palatal graft surgery-a clinical pilot study. J Clin Periodontol 45:462–470CrossRef
25.
go back to reference Juerchott A, Saleem MA, Hilgenfeld T et al (2018) 3D cephalometric analysis using magnetic resonance imaging: validation of accuracy and reproducibility. Sci Rep 8:13029CrossRef Juerchott A, Saleem MA, Hilgenfeld T et al (2018) 3D cephalometric analysis using magnetic resonance imaging: validation of accuracy and reproducibility. Sci Rep 8:13029CrossRef
26.
go back to reference Hilgenfeld T, Prager M, Heil A et al (2017) PETRA, MSVAT-SPACE and SEMAC sequences for metal artefact reduction in dental MR imaging. Eur Radiol 27:5104–5112CrossRef Hilgenfeld T, Prager M, Heil A et al (2017) PETRA, MSVAT-SPACE and SEMAC sequences for metal artefact reduction in dental MR imaging. Eur Radiol 27:5104–5112CrossRef
27.
go back to reference Moreira CR, Sales MA, Lopes PM, Cavalcanti MG (2009) Assessment of linear and angular measurements on three-dimensional cone-beam computed tomographic images. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 108:430–436CrossRef Moreira CR, Sales MA, Lopes PM, Cavalcanti MG (2009) Assessment of linear and angular measurements on three-dimensional cone-beam computed tomographic images. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 108:430–436CrossRef
28.
go back to reference Kapila SD, Nervina JM (2015) CBCT in orthodontics: assessment of treatment outcomes and indications for its use. Dentomaxillofac Radiol 44:20140282CrossRef Kapila SD, Nervina JM (2015) CBCT in orthodontics: assessment of treatment outcomes and indications for its use. Dentomaxillofac Radiol 44:20140282CrossRef
29.
go back to reference Pauwels R, Cockmartin L, Ivanauskaite D et al (2014) Estimating cancer risk from dental cone-beam CT exposures based on skin dosimetry. Phys Med Biol 59:3877–3891CrossRef Pauwels R, Cockmartin L, Ivanauskaite D et al (2014) Estimating cancer risk from dental cone-beam CT exposures based on skin dosimetry. Phys Med Biol 59:3877–3891CrossRef
30.
go back to reference Ludlow JB, Walker C (2013) Assessment of phantom dosimetry and image quality of i-CAT FLX cone-beam computed tomography. Am J Orthod Dentofacial Orthop 144:802–817CrossRef Ludlow JB, Walker C (2013) Assessment of phantom dosimetry and image quality of i-CAT FLX cone-beam computed tomography. Am J Orthod Dentofacial Orthop 144:802–817CrossRef
31.
32.
go back to reference American Academy of Oral and Maxillofacial Radiology (2013) Clinical recommendations regarding use of cone beam computed tomography in orthodontics. [corrected]. Position statement by the American Academy of Oral and Maxillofacial Radiology. Oral Surg Oral Med Oral Pathol Oral Radiol 116:238–257CrossRef American Academy of Oral and Maxillofacial Radiology (2013) Clinical recommendations regarding use of cone beam computed tomography in orthodontics. [corrected]. Position statement by the American Academy of Oral and Maxillofacial Radiology. Oral Surg Oral Med Oral Pathol Oral Radiol 116:238–257CrossRef
33.
go back to reference Stratemann SA, Huang JC, Maki K, Miller AJ, Hatcher DC (2008) Comparison of cone beam computed tomography imaging with physical measures. Dentomaxillofac Radiol 37:80–93CrossRef Stratemann SA, Huang JC, Maki K, Miller AJ, Hatcher DC (2008) Comparison of cone beam computed tomography imaging with physical measures. Dentomaxillofac Radiol 37:80–93CrossRef
34.
go back to reference Smektala T, Jedrzejewski M, Szyndel J, Sporniak-Tutak K, Olszewski R (2014) Experimental and clinical assessment of three-dimensional cephalometry: a systematic review. J Craniomaxillofac Surg 42:1795–1801CrossRef Smektala T, Jedrzejewski M, Szyndel J, Sporniak-Tutak K, Olszewski R (2014) Experimental and clinical assessment of three-dimensional cephalometry: a systematic review. J Craniomaxillofac Surg 42:1795–1801CrossRef
35.
go back to reference Schlicher W, Nielsen I, Huang JC, Maki K, Hatcher DC, Miller AJ (2012) Consistency and precision of landmark identification in three-dimensional cone beam computed tomography scans. Eur J Orthod 34:263–275CrossRef Schlicher W, Nielsen I, Huang JC, Maki K, Hatcher DC, Miller AJ (2012) Consistency and precision of landmark identification in three-dimensional cone beam computed tomography scans. Eur J Orthod 34:263–275CrossRef
36.
go back to reference Damstra J, Fourie Z, Huddleston Slater JJ, Ren Y (2011) Reliability and the smallest detectable difference of measurements on 3-dimensional cone-beam computed tomography images. Am J Orthod Dentofacial Orthop 140:e107–e114CrossRef Damstra J, Fourie Z, Huddleston Slater JJ, Ren Y (2011) Reliability and the smallest detectable difference of measurements on 3-dimensional cone-beam computed tomography images. Am J Orthod Dentofacial Orthop 140:e107–e114CrossRef
37.
go back to reference Periago DR, Scarfe WC, Moshiri M, Scheetz JP, Silveira AM, Farman AG (2008) Linear accuracy and reliability of cone beam CT derived 3-dimensional images constructed using an orthodontic volumetric rendering program. Angle Orthod 78:387–395CrossRef Periago DR, Scarfe WC, Moshiri M, Scheetz JP, Silveira AM, Farman AG (2008) Linear accuracy and reliability of cone beam CT derived 3-dimensional images constructed using an orthodontic volumetric rendering program. Angle Orthod 78:387–395CrossRef
38.
go back to reference Markic G, Müller L, Patcas R et al (2015) Assessing the length of the mandibular ramus and the condylar process: a comparison of OPG, CBCT, CT, MRI, and lateral cephalometric measurements. Eur J Orthod 37:13–21CrossRef Markic G, Müller L, Patcas R et al (2015) Assessing the length of the mandibular ramus and the condylar process: a comparison of OPG, CBCT, CT, MRI, and lateral cephalometric measurements. Eur J Orthod 37:13–21CrossRef
39.
go back to reference Eggers G, Rieker M, Kress B, Fiebach J, Dickhaus H, Hassfeld S (2005) Artefacts in magnetic resonance imaging caused by dental material. MAGMA 18:103–111CrossRef Eggers G, Rieker M, Kress B, Fiebach J, Dickhaus H, Hassfeld S (2005) Artefacts in magnetic resonance imaging caused by dental material. MAGMA 18:103–111CrossRef
Metadata
Title
In vivo comparison of MRI- and CBCT-based 3D cephalometric analysis: beginning of a non-ionizing diagnostic era in craniomaxillofacial imaging?
Authors
Alexander Juerchott
Christian Freudlsperger
Dorothea Weber
Johann M. E. Jende
Muhammad Abdullah Saleem
Sebastian Zingler
Christopher J. Lux
Martin Bendszus
Sabine Heiland
Tim Hilgenfeld
Publication date
01-03-2020
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 3/2020
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-019-06540-x

Other articles of this Issue 3/2020

European Radiology 3/2020 Go to the issue