Abstract
The cerebral integration of somatosensory inputs from multiple sources is essential to produce adapted behaviors. Previous studies suggest that bilateral somatosensory inputs interact differently depending on stimulus characteristics, including their noxious nature. The aim of this study was to clarify how bilateral inputs evoked by noxious laser stimuli, noxious shocks, and innocuous shocks interact in terms of perception and brain responses. The experiment comprised two conditions (right-hand stimulation and concurrent stimulation of both hands) in which painful laser stimuli, painful shocks and non-painful shocks were delivered. Perception, somatosensory-evoked potentials (P45, N100, P260), laser-evoked potentials (N1, N2 and P2) and event-related spectral perturbations (delta to gamma oscillation power) were compared between conditions and stimulus modalities. The amplitude of negative vertex potentials (N2 or N100) and the power of delta/theta oscillations were increased in the bilateral compared with unilateral condition, regardless of the stimulus type (P < 0.01). However, gamma oscillation power increased for painful and non-painful shocks (P < 0.01), but not for painful laser stimuli (P = 0.08). Despite the similarities in terms of brain activity, bilateral inputs interacted differently for painful stimuli, for which perception remained unchanged, and non-painful stimuli, for which perception increased. This may reflect a ceiling effect for the attentional capture by noxious stimuli and warrants further investigations to examine the regulation of such interactions by bottom–up and top–down processes.
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The datasets generated during the current study are available from the corresponding author on reasonable request.
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The custom code generated for the current study are available from the corresponding author on reasonable request.
Abbreviations
- ERP:
-
Event-related potentials
- LEP:
-
Laser-evoked potentials
- ERSP:
-
Event-related spectral perturbations
- EEG:
-
Electroencephalography
References
Allison T, McCarthy G, Luby M, Puce A, Spencer DD (1996) Localization of functional regions of human mesial cortex by somatosensory evoked potential recording and by cortical stimulation. Electroencephalogr Clin Neurophysiol 100(2):126–140. https://doi.org/10.1016/0013-4694(95)00226-x
Beume LA, Kaller CP, Hoeren M, Kloppel S, Kuemmerer D, Glauche V, Umarova R et al (2015) Processing of bilateral versus unilateral conditions: evidence for the functional contribution of the ventral attention network. Cortex 66:91–102. https://doi.org/10.1016/j.cortex.2015.02.018
Bidet-Caulet A, Fischer C, Bauchet F, Aguera PE, Bertrand O (2007a) Neural substrate of concurrent sound perception: direct electrophysiological recordings from human auditory cortex. Front Hum Neurosci 1:5. https://doi.org/10.3389/neuro.09.005.2007
Bidet-Caulet A, Fischer C, Besle J, Aguera PE, Giard MH, Bertrand O (2007b) Effects of selective attention on the electrophysiological representation of concurrent sounds in the human auditory cortex. J Neurosci 27(35):9252–9261. https://doi.org/10.1523/jneurosci.1402-07.2007
Chien JH, Liu CC, Kim JH, Markman TM, Lenz FA (2014) Painful cutaneous laser stimuli induce event-related oscillatory EEG activities that are different from those induced by nonpainful electrical stimuli. J Neurophysiol 112(4):824–833. https://doi.org/10.1152/jn.00209.2014
D’Amour S, Harris LR (2014) Contralateral tactile masking between forearms. Exp Brain Res 232(3):821–826. https://doi.org/10.1007/s00221-013-3791-y
D’Amour S, Harris LR (2016) Testing tactile masking between the forearms. J vis Exp 108:e53733. https://doi.org/10.3791/53733
Defrin R, Tsedek I, Lugasi I, Moriles I, Urca G (2010) The interactions between spatial summation and DNIC: effect of the distance between two painful stimuli and attentional factors on pain perception. Pain 151(2):489–495. https://doi.org/10.1016/j.pain.2010.08.009
Delorme A, Makeig S (2004) EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods 134(1):9–21. https://doi.org/10.1016/j.jneumeth.2003.10.009
Dowman R (1994a) SEP topographies elicited by innocuous and noxious sural nerve stimulation. I. Identification of stable periods and individual differences. Electroencephalogr Clin Neurophysiol Evoked Potentials Sect 92(4):291–302. https://doi.org/10.1016/0168-5597(94)90097-3
Dowman R (1994b) SEP topographies elicited by innocuous and noxious sural nerve stimulation. II. Effects of stimulus intensity on topographic pattern and amplitude. Electroencephalogr Clin Neurophysiol 92(4):303–315. https://doi.org/10.1016/0168-5597(94)90098-1
Dowman R (2004) Topographic analysis of painful laser and sural nerve electrical evoked potentials. Brain Topogr 16(3):169–179. https://doi.org/10.1023/b:brat.0000019185.30489.ad
Fries P (2009) Neuronal gamma-band synchronization as a fundamental process in cortical computation. Annu Rev Neurosci 32(1):209–224. https://doi.org/10.1146/annurev.neuro.051508.135603
Fries P (2015) Rhythms for cognition: communication through coherence. Neuron 88(1):220–235. https://doi.org/10.1016/j.neuron.2015.09.034
Garcia-Larrea L (2006) Chapter 30 Evoked potentials in the assessment of pain. In: Cervero F, Jensen TS (eds) Handb clin neurol, vol 81. Elsevier, p 439-XI
Girard S, Pelland M, Lepore F, Collignon O (2013) Impact of the spatial congruence of redundant targets on within-modal and cross-modal integration. Exp Brain Res 224(2):275–285. https://doi.org/10.1007/s00221-012-3308-0
Gross J, Schnitzler A, Timmermann L, Ploner M (2007) Gamma oscillations in human primary somatosensory cortex reflect pain perception. PLoS Biol 5(5):e133. https://doi.org/10.1371/journal.pbio.0050133
Harris JA, Arabzadeh E, Fairhall AL, Benito C, Diamond ME (2006) Factors affecting frequency discrimination of vibrotactile stimuli: implications for cortical encoding. PLoS ONE 1:e100. https://doi.org/10.1371/journal.pone.0000100
Hauck M, Domnick C, Lorenz J, Gerloff C, Engel AK (2015) Top-down and bottom-up modulation of pain-induced oscillations. Front Hum Neurosci 9:375. https://doi.org/10.3389/fnhum.2015.00375
Heid C, Mouraux A, Treede RD, Schuh-Hofer S, Rupp A, Baumgärtner U (2020) Early gamma-oscillations as correlate of localized nociceptive processing in primary sensorimotor cortex. J Neurophysiol 123(5):1711–1726. https://doi.org/10.1152/jn.00444.2019
Hoechstetter K, Rupp A, Stančák A, Meinck H-M, Stippich C, Berg P, Scherg M (2001) Interaction of tactile input in the human primary and secondary somatosensory cortex—a magnetoencephalographic study. Neuroimage 14(3):759–767. https://doi.org/10.1006/nimg.2001.0855
Iannetti GD, Hughes NP, Lee MC, Mouraux A (2008) Determinants of laser-evoked EEG responses: pain perception or stimulus saliency? J Neurophysiol 100(2):815–828. https://doi.org/10.1152/jn.00097.2008
Kakigi R, Jones SJ (1986) Influence of concurrent tactile stimulation on somatosensory evoked potentials following posterior tibial nerve stimulation in man. Electroencephalogr Clin Neurophysiol 65(2):118–129. https://doi.org/10.1016/0168-5597(86)90044-4
Kennett S, Taylor-Clarke M, Haggard P (2001) Noninformative vision improves the spatial resolution of touch in humans. Curr Biol 11(15):1188–1191. https://doi.org/10.1016/s0960-9822(01)00327-x
Kuroki S, Watanabe J, Nishida S (2017) Integration of vibrotactile frequency information beyond the mechanoreceptor channel and somatotopy. Sci Rep 7(1):2758. https://doi.org/10.1038/s41598-017-02922-7
Lautenbacher S, Prager M, Rollman GB (2007) Pain additivity, diffuse noxious inhibitory controls, and attention: a functional measurement analysis. Somatosens Mot Res 24(4):189–201. https://doi.org/10.1080/08990220701637638
Le Bars D, Dickenson AH, Besson JM (1979) Diffuse noxious inhibitory controls (DNIC). I. Effects on dorsal horn convergent neurones in the rat. Pain 6(3):283–304
Lee MC, Mouraux A, Iannetti GD (2009) Characterizing the cortical activity through which pain emerges from nociception. J Neurosci 29(24):7909–7916. https://doi.org/10.1523/jneurosci.0014-09.2009
Legrain V, Iannetti GD, Plaghki L, Mouraux A (2011) The pain matrix reloaded: a salience detection system for the body. Prog Neurobiol 93(1):111–124. https://doi.org/10.1016/j.pneurobio.2010.10.005
Liu Z, Zhang N, Chen W, He B (2009) Mapping the bilateral visual integration by EEG and fMRI. Neuroimage 46(4):989–997. https://doi.org/10.1016/j.neuroimage.2009.03.028
Madden VJ, Catley MJ, Grabherr L, Mazzola F, Shohag M, Moseley GL (2016) The effect of repeated laser stimuli to ink-marked skin on skin temperature—recommendations for a safe experimental protocol in humans. PeerJ. https://doi.org/10.7717/peerj.1577
Mejias JF, Murray JD, Kennedy H, Wang X-J (2016) Feedforward and feedback frequency-dependent interactions in a large-scale laminar network of the primate cortex. Sci Adv 2(11):e1601335. https://doi.org/10.1126/sciadv.1601335
Moayedi M, Liang M, Sim AL, Hu L, Haggard P, Iannetti GD (2015) Laser-evoked vertex potentials predict defensive motor actions. Cereb Cortex 25(12):4789–4798. https://doi.org/10.1093/cercor/bhv149
Moayedi M, Di Stefano G, Stubbs MT, Djeugam B, Liang M, Iannetti GD (2016) Nociceptive-evoked potentials are sensitive to behaviorally relevant stimulus displacements in egocentric coordinates. eNeuro. https://doi.org/10.1523/eneuro.0151-15.2016
Mouraux A, Iannetti GD (2008) Across-trial averaging of event-related EEG responses and beyond. Magn Reson Imaging 26(7):1041–1054. https://doi.org/10.1016/j.mri.2008.01.011
Nielsen J, Arendt-Nielsen L (1997) Spatial summation of heat induced pain within and between dermatomes. Somatosens Mot Res 14(2):119–125. https://doi.org/10.1080/08990229771123
Northon S, Rustamov N, Piche M (2019) Cortical integration of bilateral nociceptive signals: when more is less. Pain 160(3):724–733. https://doi.org/10.1097/j.pain.0000000000001451
Perchet C, Godinho F, Mazza S, Frot M, Legrain V, Magnin M, Garcia-Larrea L (2008) Evoked potentials to nociceptive stimuli delivered by CO2 or Nd:YAP lasers. Clin Neurophysiol 119(11):2615–2622. https://doi.org/10.1016/j.clinph.2008.06.021
Plaghki L, Mouraux A (2003) How do we selectively activate skin nociceptors with a high power infrared laser? Physiology and biophysics of laser stimulation. Neurophysiol Clin 33(6):269–277
Ploner M, Sorg C, Gross J (2017) Brain rhythms of pain. Trends Cogn Sci 21(2):100–110. https://doi.org/10.1016/j.tics.2016.12.001
Quevedo AS, Coghill RC (2007) Attentional modulation of spatial integration of pain: evidence for dynamic spatial tuning. J Neurosci 27(43):11635–11640. https://doi.org/10.1523/jneurosci.3356-07.2007
Ragert P, Nierhaus T, Cohen LG, Villringer A (2011) Interhemispheric interactions between the human primary somatosensory cortices. PLoS ONE. https://doi.org/10.1371/journal.pone.0016150
Ronga I, Valentini E, Mouraux A, Iannetti GD (2013) Novelty is not enough: laser-evoked potentials are determined by stimulus saliency, not absolute novelty. J Neurophysiol 109(3):692–701. https://doi.org/10.1152/jn.00464.2012
Rossiter HE, Worthen SF, Witton C, Hall SD, Furlong PL (2013) Gamma oscillatory amplitude encodes stimulus intensity in primary somatosensory cortex. Front Hum Neurosci 7:362. https://doi.org/10.3389/fnhum.2013.00362
Rustamov N, Northon S, Tessier J, Leblond H, Piche M (2019) Integration of bilateral nociceptive inputs tunes spinal and cerebral responses. Sci Rep 9(1):7143. https://doi.org/10.1038/s41598-019-43567-y
Saija JD, Başkent D, Andringa TC, Akyürek EG (2017) Visual and auditory temporal integration in healthy younger and older adults. Psychol Res. https://doi.org/10.1007/s00426-017-0912-4
Sambo CF, Forster B, Williams SC, Iannetti GD (2012) To blink or not to blink: fine cognitive tuning of the defensive peripersonal space. J Neurosci 32(37):12921–12927. https://doi.org/10.1523/jneurosci.0607-12.2012
Sandrini G, Serrao M, Rossi P, Romaniello A, Cruccu G, Willer JC (2005) The lower limb flexion reflex in humans. Prog Neurobiol 77(6):353–395. https://doi.org/10.1016/j.pneurobio.2005.11.003
Schnitzler A, Gross J (2005) Normal and pathological oscillatory communication in the brain. Nat Rev Neurosci 6(4):285–296. https://doi.org/10.1038/nrn1650
Schulz E, Tiemann L, Witkovsky V, Schmidt P, Ploner M (2012) gamma Oscillations are involved in the sensorimotor transformation of pain. J Neurophysiol 108(4):1025–1031. https://doi.org/10.1152/jn.00186.2012
Sherrington CS (1906) The integrative action of the nervous system. Yale University Press, New Haven
Sherrington CS (1910) Flexion-reflex of the limb, crossed extension-reflex, and reflex stepping and standing. J Physiol 40(1–2):28–121. https://doi.org/10.1113/jphysiol.1910.sp001362
Simões C, Alary F, Forss N, Hari R (2002) Left-hemisphere-dominant SII activation after bilateral median nerve stimulation. Neuroimage 15(3):686–690. https://doi.org/10.1006/nimg.2001.1007
Tabor A, Thacker MA, Moseley GL, Körding KP (2017) Pain: a statistical account. PLoS Comput Biol 13(1):e1005142. https://doi.org/10.1371/journal.pcbi.1005142
Tame L, Pavani F, Papadelis C, Farne A, Braun C (2015) Early integration of bilateral touch in the primary somatosensory cortex. Hum Brain Mapp 36(4):1506–1523. https://doi.org/10.1002/hbm.22719
Tan LL, Oswald MJ, Heinl C, Retana Romero OA, Kaushalya SK, Monyer H, Kuner R (2019) Gamma oscillations in somatosensory cortex recruit prefrontal and descending serotonergic pathways in aversion and nociception. Nat Commun 10(1):983. https://doi.org/10.1038/s41467-019-08873-z
Tiemann L, Schulz E, Gross J, Ploner M (2010) Gamma oscillations as a neuronal correlate of the attentional effects of pain. Pain 150(2):302–308. https://doi.org/10.1016/j.pain.2010.05.014
Tiemann L, May ES, Postorino M, Schulz E, Nickel MM, Bingel U, Ploner M (2015) Differential neurophysiological correlates of bottom-up and top-down modulations of pain. Pain 156(2):289–296. https://doi.org/10.1097/01.j.pain.0000460309.94442.44
Torta DM, Liang M, Valentini E, Mouraux A, Iannetti GD (2012) Dishabituation of laser-evoked EEG responses: dissecting the effect of certain and uncertain changes in stimulus spatial location. Exp Brain Res 218(3):361–372. https://doi.org/10.1007/s00221-012-3019-6
Torta DM, Legrain V, Mouraux A (2015) Looking at the hand modulates the brain responses to nociceptive and non-nociceptive somatosensory stimuli but does not necessarily modulate their perception. Psychophysiology 52(8):1010–1018. https://doi.org/10.1111/psyp.12439
Valentini E, Betti V, Hu L, Aglioti SM (2013) Hypnotic modulation of pain perception and of brain activity triggered by nociceptive laser stimuli. Cortex 49(2):446–462. https://doi.org/10.1016/j.cortex.2012.02.005
Willer JC (1977) Comparative study of perceived pain and nociceptive flexion reflex in man. Pain 3(1):69–80. https://doi.org/10.1016/0304-3959(77)90036-7
Woolf CJ, Ma Q (2007) Nociceptors—noxious stimulus detectors. Neuron 55(3):353–364. https://doi.org/10.1016/j.neuron.2007.07.016
Yarnitsky D (2010) Conditioned pain modulation (the diffuse noxious inhibitory control-like effect): its relevance for acute and chronic pain states. Curr Opin Anaesthesiol 23(5):611–615. https://doi.org/10.1097/ACO.0b013e32833c348b
Yue L, Iannetti GD, Hu L (2020) The neural origin of nociceptive-induced gamma-band oscillations. J Neurosci 40(17):3478–3490. https://doi.org/10.1523/jneurosci.0255-20.2020
Zhang ZG, Hu L, Hung YS, Mouraux A, Iannetti GD (2012) Gamma-band oscillations in the primary somatosensory cortex—a direct and obligatory correlate of subjective pain intensity. J Neurosci 32(22):7429–7438. https://doi.org/10.1523/jneurosci.5877-11.2012
Acknowledgements
This work was supported by a grant from the Natural Science and Engineering Research Council of Canada (#06659) and the Canadian Foundation for Innovation (#33731). The contribution of Stéphane Northon was supported by the Fonds de Recherche du Québec en Nature et Technologie. The contribution of Zoha Deldar was supported by the Department of Anatomy of the Université du Québec à Trois-Rivières and the Centre de recherche en Neuropsychologie et Cognition. The contribution of Mathieu Piché was supported by the Fonds de Recherche du Québec en Santé.
Funding
This work was supported by a grant from the Natural Science and Engineering Research Council of Canada (#06659) and the Canadian Foundation for Innovation (#33731). The contribution of Stéphane Northon was supported by the Fonds de Recherche du Québec en Nature et Technologie. The contribution of Zoha Deldar was supported by the Department of Anatomy of the Université du Québec à Trois-Rivières and the Centre de recherche en Neuropsychologie et Cognition. The contribution of Mathieu Piché was supported by the Fonds de Recherche du Québec en Santé.
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All authors contributed significantly to this study and has read the final version of the manuscript. SN contributed to data collection and analyses and wrote the first version of the manuscript. ZD contributed to data collection. MP contributed to study design, data collection, analyses and interpretation, wrote the final version of the manuscript and obtained funding.
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Northon, S., Deldar, Z. & Piché, M. Cortical interaction of bilateral inputs is similar for noxious and innocuous stimuli but leads to different perceptual effects. Exp Brain Res 239, 2803–2819 (2021). https://doi.org/10.1007/s00221-021-06175-9
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DOI: https://doi.org/10.1007/s00221-021-06175-9