Abstract
Objectives
The mechanism of orthodontic pain modulation with a placebo remains largely unknown. This study aimed to investigate the placebo modulation of brain activity associated with orthodontic pain using functional magnetic resonance imaging (fMRI).
Methods
This longitudinal fMRI experiment recruited 23 volunteers and a self-contrast method was used. At first time, the participants were scanned without placebo (first period), followed by a 30-day washout, the participants were scanned again with placebo administration (second period). Orthodontic pain was caused by orthodontic separators placement between the lower right molars for both two periods. 24 h after placement, the MRI scans were taken, including a bite/non-bite task fMRI and a resting-state fMRI. A generalized linear model was used to identify pain-regulating network from task fMRI. Functional connectivity analysis of pain-related brain regions was performed to study the placebo effect on connectivity of pain-regulating networks using resting-state fMRI.
Results
The results of brain activation patterns were largely similar under placebo and non-placebo conditions. Under the non-placebo condition, the activities in multiple brain regions, including the pre-central gyrus, superior frontal gyrus, superior parietal lobule, and supramarginal gyrus, were significantly higher than that of the placebo condition. However, the anterior cingulate cortex (ACC) was activated under the non-placebo condition but not in the placebo one. The functional connectivities between ACC and orbitofrontal cortex, and the dorsolateral prefrontal cortex and orbitofrontal cortex were reduced under placebo condition.
Conclusion
Participants demonstrated similar brain activation patterns for orthodontic pain with or without placebos. With placebo, reduced activation in primary sensory cortex and decreased activation in ACC indicated that ACC could be fundamental in analgesia.
Similar content being viewed by others
References
Kavaliauskiene A, Smailiene D, Buskiene I, Keriene D (2012) Pain and discomfort perception among patients undergoing orthodontic treatment: results from one month follow-up study. Stomatologija 14(4):118–125
Rakhshan H, Rakhshan V (2015) Pain and discomfort perceived during the initial stage of active fixed orthodontic treatment. Saudi Dent J 27(2):81–87
Bergius M, Berggren U, Kiliaridis S (2002) Experience of pain during an orthodontic procedure. Eur J Oral Sci 110(2):92–98
Milner D (1998) Cognitive neuroscience: the biology of the mind and findings and current opinion in cognitive neuroscience. Trends Cogn Sci 2(11):463
Walker JB, Buring SM (2001) NSAID impairment of orthodontic tooth movement. Ann Pharmacother 35(1):113–115
Zarif Najafi H, Oshagh M, Salehi P, Babanouri N, Torkan S (2015) Comparison of the effects of preemptive acetaminophen, ibuprofen, and meloxicam on pain after separator placement: a randomized clinical trial. Prog Orthod 16:34
Sandhu SS, Sandhu J (2015) Effect of physical activity level on orthodontic pain perception and analgesic consumption in adolescents. Am J Orthod Dentofacial Orthop 148(4):618–627
Kaptchuk TJ, Miller FG (2015) Placebo Effects in Medicine. N Engl J Med 373(1):8–9
Zubieta JK, Stohler CS (2009) Neurobiological mechanisms of placebo responses. Ann N Y Acad Sci 1156:198–210
Long H, Wang Y, Jian F, Liao LN, Yang X, Lai WL (2016) Current advances in orthodontic pain. Int J Oral Sci 8(2):67–75
Kundu P, Voon V, Balchandani P, Lombardo MV, Poser BA, Bandettini PA (2017) Multi-echo fMRI: A review of applications in fMRI denoising and analysis of BOLD signals. Neuroimage 154:59–80
Kivisaari SL, van Vliet M, Hulten A, Lindh-Knuutila T, Faisal A, Salmelin R (2019) Reconstructing meaning from bits of information. Nat Commun 10(1):927
Schmid J, Langhorst J, Gass F, Theysohn N, Benson S, Engler H, Gizewski ER, Forsting M, Elsenbruch S (2015) Placebo analgesia in patients with functional and organic abdominal pain: a fMRI study in IBS UC and healthy volunteers. Gut 64(3):418–427
Yang X, Sun J, Chen T, Jian F, Ye N, Long H, Xue J, Wang S, Zhou Y, Zhang J, Lai W (2015) Amplitude of low-frequency fluctuation of BOLD signal and resting-state functional connectivity analysis of brains in patients with orthodontic pain. J Med Imag Health Inform 5(7):1548–1552
Chand GB, Wu J, Hajjar I, Qiu D (2017) Interactions of the salience network and its subsystems with the default-mode and the central-executive networks in normal aging and mild cognitive impairment. Brain Connect 7(7):401–412
Wang J, Jian F, Chen J, Ye NS, Huang YH, Wang S, Huang RH, Pei J, Liu P, Zhang L, Zhao ZH, Chen QM, Lai WL, Lin YF (2012) Cognitive behavioral therapy for orthodontic pain control: a randomized trial. J Dent Res 91(6):580–585
Markovic E, Fercec J, Scepan I, Glisic B, Nedeljkovic N, Juloski J, Rudol FR (2015) The correlation between pain perception among patients with six different orthodontic archwires and the degree of dental crowding. Srp Arh Celok Lek 143(3–4):134–140
Bingel U, Lorenz J, Schoell E, Weiller C, Buchel C (2006) Mechanisms of placebo analgesia: rACC recruitment of a subcortical antinociceptive network. Pain 120(1–2):8–15
Petrovic P, Kalso E, Petersson KM, Andersson J, Fransson P, Ingvar M (2010) A prefrontal non-opioid mechanism in placebo analgesia. Pain 150(1):59–65
Friston KJ, Frith CD, Liddle PF, Frackowiak RS (1993) Functional connectivity: the principal-component analysis of large (PET) data sets. J Cereb Blood Flow Metab 13(1):5–14
Friston KJ (2011) Functional and effective connectivity: a review. Brain Connect 1(1):13–36
Wager TD, Rilling JK, Smith EE, Sokolik A, Casey KL, Davidson RJ, Kosslyn SM, Rose RM, Cohen JD (2004) Placebo-induced changes in FMRI in the anticipation and experience of pain. Science 303(5661):1162–1167
Schienle A, Ubel S, Schongassner F, Ille R, Scharmuller W (2014) Disgust regulation via placebo: an fMRI study. Soc Cogn Affect Neurosci 9(7):985–990
Wager TD, Atlas LY, Leotti LA, Rilling JK (2011) Predicting individual differences in placebo analgesia: contributions of brain activity during anticipation and pain experience. J Neurosci 31(2):439–452
Enatsu R, Gonzalez-Martinez J, Bulacio J, Mosher JC, Burgess RC, Najm I, Nair DR (2016) Connectivity of the frontal and anterior insular network: a cortico-cortical evoked potential study. J Neurosurg 125(1):90–101
Zeidan F, Lobanov OV, Kraft RA, Coghill RC (2015) Brain mechanisms supporting violated expectations of pain. Pain 156(9):1772–1785
Jones AK, Qi LY, Fujirawa T, Luthra SK, Ashburner J, Bloomfield P, Cunningham VJ, Itoh M, Fukuda H, Jones T (1991) In vivo distribution of opioid receptors in man in relation to the cortical projections of the medial and lateral pain systems measured with positron emission tomography. Neurosci Lett 126(1):25–28
Price DD, Craggs J, Verne GN, Perlstein WM, Robinson ME (2007) Placebo analgesia is accompanied by large reductions in pain-related brain activity in irritable bowel syndrome patients. Pain 127(1–2):63–72
Smitha KA, Akhil Raja K, Arun KM, Rajesh PG, Thomas B, Kapilamoorthy TR, Kesavadas C (2017) Resting state fMRI: A review on methods in resting state connectivity analysis and resting state networks. Neuroradiol J 30(4):305–317
Fields HL (2000) Pain modulation: expectation, opioid analgesia and virtual pain. Prog Brain Res 122:245–253
Zhang C, Cahill ND, Arbabshirani MR, White T, Baum SA, Michael AM (2016) Sex and age effects of functional connectivity in early adulthood. Brain Connect 6(9):700–713
Garcia-Garcia I, Kube J, Gaebler M, Horstmann A, Villringer A, Neumann J (2016) Neural processing of negative emotional stimuli and the influence of age, sex and task-related characteristics. Neurosci Biobehav Rev 68:773–793
Acknowledgments
This work was supported by the National Natural Science Foundation (Grant Nos. 81571004 and 81500884). We thank all the volunteers for their participation in this research. All authors listed in the manuscript contributed to conception, acquisition, analysis, and interpretation of data, design of the manuscript, critically revised the manuscript, and approved the final submitted version.
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Conflict of interest
The authors have no conflict of interest to declare.
Human and animal rights
All procedures performed in studies involving human participants have been performed in accordance with the ethical standards laid down in the 1964 Declaration of Helsinki and its later amendments.
Informed consent
All persons gave their informed consent prior to their inclusion in the study.
Ethics
The study was approved by the Regional Ethics Committee of the West China Hospital (No.WCHSIRB-D-2014-048).
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Appendix
Appendix
See Fig. 5.
Rights and permissions
About this article
Cite this article
Yang, H., Yang, X., Liu, H. et al. Placebo modulation in orthodontic pain: a single-blind functional magnetic resonance study. Radiol med 126, 1356–1365 (2021). https://doi.org/10.1007/s11547-021-01374-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11547-021-01374-4