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Ehmsen JF, Nikolova N, Christensen DE, Banellis L, Böhme RA, Brændholt M, Courtin AS, Krænge CE, Mitchell AG, Sardeto Deolindo C, Steenkjær CH, Vejlø M, Mathys C, Allen MG, Fardo F. Thermosensory predictive coding underpins an illusion of pain. SCIENCE ADVANCES 2025; 11:eadq0261. [PMID: 40073134 PMCID: PMC11900864 DOI: 10.1126/sciadv.adq0261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 02/05/2025] [Indexed: 03/15/2025]
Abstract
The human brain has a remarkable ability to learn and update its beliefs about the world. Here, we investigate how thermosensory learning shapes our subjective experience of temperature and the misperception of pain in response to harmless thermal stimuli. Through computational modeling, we demonstrate that the brain uses a probabilistic predictive coding scheme to update beliefs about temperature changes based on their uncertainty. We find that these expectations directly modulate the perception of pain in the thermal grill illusion. Quantitative microstructural brain imaging further revealed that individual variability in computational parameters related to uncertainty-driven learning and decision-making is reflected in the microstructure of brain regions such as the precuneus, posterior cingulate gyrus, cerebellum, as well as basal ganglia and brainstem. These findings provide a framework to understand how the brain infers pain from innocuous thermal inputs, with important implications for the etiology of thermosensory symptoms under chronic pain conditions.
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Affiliation(s)
- Jesper Fischer Ehmsen
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Niia Nikolova
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Daniel Elmstrøm Christensen
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Leah Banellis
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Rebecca A. Böhme
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Malthe Brændholt
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- BioMedical Design, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Arthur S. Courtin
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Institute of Neuroscience (IoNS), Université catholique de Louvain, Brussels, Belgium
| | - Camilla E. Krænge
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Alexandra G. Mitchell
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Camila Sardeto Deolindo
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Christian Holm Steenkjær
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Neurology, Aalborg University Hospital, Aalborg, Denmark
| | - Melina Vejlø
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Christoph Mathys
- Interacting Minds Center (IMC), Aarhus University, Aarhus, Denmark
| | - Micah G. Allen
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Cambridge Psychiatry, University of Cambridge, Cambridge, UK
| | - Francesca Fardo
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
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Deolindo CS, Ehmsen JF, Courtin AS, Mitchell AG, Kraenge CE, Nikolova N, Allen MG, Fardo F. Assessing individual sensitivity to the Thermal Grill Illusion: A two-dimensional adaptive psychophysical approach. THE JOURNAL OF PAIN 2025; 27:104732. [PMID: 39542193 DOI: 10.1016/j.jpain.2024.104732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Revised: 10/29/2024] [Accepted: 11/07/2024] [Indexed: 11/17/2024]
Abstract
In the Thermal Grill Illusion (TGI), the spatial alternation of non-noxious warm and cool temperatures elicits burning sensations that resemble the presence of noxious stimuli. Previous research has largely relied on the use of specific temperature values (i.e., 20 °C and 40 °C) to study this phenomenon in both healthy individuals and patient populations. However, this methodology fails to account for inter-individual differences in thermal sensitivity, limiting the precision with which TGI responses can be evaluated across diverse populations. To address this gap, we created a Two-Dimensional Thermal Grill Calibration (2D-TGC) protocol, enabling an efficient and precise estimation of the combinations of warm and cool temperatures needed to elicit burning sensations tailored to each individual. By applying the 2D-TGC protocol in 43 healthy participants, we demonstrated that the TGI can be thresholded using an adaptive psychophysical method, and that multiple combinations of warm and cool temperatures can elicit this phenomenon. More specifically, the protocol facilitated the identification of temperature combinations that elicit TGI with varying levels of probability, intensity, and perceived quality ranging from freezing cold to burning hot. Finally, our results indicate that TGI responsivity can be quantified as a continuous variable, moving beyond the conventional classification of individuals as responders vs. non-responders based on arbitrary temperature values in the innocuous temperature range. The 2D-TGC offers a comprehensive approach to investigate the TGI across populations with altered thermal sensitivity, and can be integrated with other methods (e.g., neuroimaging) to elucidate the mechanisms responsible for perceptual illusions in the thermo-nociceptive system. PERSPECTIVE: This study reveals that the Thermal Grill Illusion can be accurately measured using psychophysical methods. The innovative Two-Dimensional Thermal Grill Calibration protocol allows for personalized temperature assessments, enhancing our understanding of thermal sensitivity variations and perceptual illusions in the thermo-nociceptive system across different populations.
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Affiliation(s)
- Camila Sardeto Deolindo
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Denmark
| | - Jesper Fischer Ehmsen
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Denmark
| | - Arthur S Courtin
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Denmark
| | - Alexandra G Mitchell
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Denmark
| | - Camilla E Kraenge
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Denmark
| | - Niia Nikolova
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Denmark
| | - Micah G Allen
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Denmark; Cambridge Psychiatry, University of Cambridge, United Kingdom
| | - Francesca Fardo
- Center of Functionally Integrative Neuroscience (CFIN), Department of Clinical Medicine, Aarhus University, Denmark; Danish Pain Research Center, Department of Clinical Medicine, Aarhus University, Denmark.
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Ezquerra Romano I, Chowdhury M, Haggard P. Touch inhibits cold: non-contact cooling suggests a thermotactile gating mechanism. Proc Biol Sci 2025; 292:20243014. [PMID: 39933581 DOI: 10.1098/rspb.2024.3014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 01/22/2025] [Accepted: 01/23/2025] [Indexed: 02/13/2025] Open
Abstract
Skin stimuli reach the brain via multiple neural channels specific for different stimulus types. These channels interact in the spinal cord, typically through inhibition. Inter-channel interactions can be investigated by selectively stimulating one channel and comparing the sensations that result when another sensory channel is or is not concurrently stimulated. Applying this logic to thermal-mechanical interactions proves difficult, because most existing thermal stimulators involve skin contact. We used a novel non-tactile stimulator for focal cooling (9 mm2) by using thermal imaging of skin temperature as a feedback signal to regulate exposure to a dry-ice source. We could then investigate how touch modulates cold sensation by delivering cooling to the human hand dorsum in either the presence or absence of light touch. Across three signal detection experiments, we found that sensitivity to cooling was significantly reduced by touch. This reduction was specific to touch, as it did not occur when presenting auditory signals instead of the tactile input, making explanations based on distraction or attention unlikely. Our findings suggest that touch inhibits cold perception, recalling interactions of touch and pain previously described by Pain Gate Theory.
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Affiliation(s)
- Ivan Ezquerra Romano
- Institute of Cognitive Neuroscience, University College London, London WC1N 3AZ, UK
- Max-Delbrück Center for Molecular Medicine in the Helmholtz Association (MDC), Berlin-Buch, Robert-Rössle-Strasse 10, Berlin 13125, Germany
- Neuroscience Research Center, Charité-Universitätsmedizin Berlin, Charitéplatz 1, Berlin 10117, Germany
| | - Maansib Chowdhury
- Institute of Cognitive Neuroscience, University College London, London WC1N 3AZ, UK
| | - Patrick Haggard
- Institute of Cognitive Neuroscience, University College London, London WC1N 3AZ, UK
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Niesters M, Dahan A. The spinal cord, a computational system that generates the thermal grill illusion and other psychophysical phenomena. Pain 2024; 165:2143-2144. [PMID: 39185669 DOI: 10.1097/j.pain.0000000000003353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 06/20/2024] [Indexed: 08/27/2024]
Affiliation(s)
- Marieke Niesters
- Department of Anesthesiology and Pain Medicine, Leiden University Medical Center, Leiden, the Netherlands
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