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van der Miesen MM, Joosten EA, Kaas AL, Linden DE, Peters JC, Vossen CJ. Habituation to pain: self-report, electroencephalography, and functional magnetic resonance imaging in healthy individuals. A scoping review and future recommendations. Pain 2024; 165:500-522. [PMID: 37851343 PMCID: PMC10859850 DOI: 10.1097/j.pain.0000000000003052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 07/02/2023] [Indexed: 10/19/2023]
Abstract
ABSTRACT Habituation to pain is a fundamental learning process and important adaption. Yet, a comprehensive review of the current state of the field is lacking. Through a systematic search, 63 studies were included. Results address habituation to pain in healthy individuals based on self-report, electroencephalography, or functional magnetic resonance imaging. Our findings indicate a large variety in methods, experimental settings, and contexts, making habituation a ubiquitous phenomenon. Habituation to pain based on self-report studies shows a large influence of expectations, as well as the presence of individual differences. Furthermore, widespread neural effects, with sometimes opposing effects in self-report measures, are noted. Electroencephalography studies showed habituation of the N2-P2 amplitude, whereas functional magnetic resonance imaging studies showed decreasing activity during painful repeated stimulation in several identified brain areas (cingulate cortex and somatosensory cortices). Important considerations for the use of terminology, methodology, statistics, and individual differences are discussed. This review will aid our understanding of habituation to pain in healthy individuals and may lead the way to improving methods and designs for personalized treatment approaches in chronic pain patients.
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Affiliation(s)
- Maite M. van der Miesen
- Department of Anesthesiology and Pain Management, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Elbert A. Joosten
- Department of Anesthesiology and Pain Management, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- Department of Anesthesiology and Pain Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands
| | - Amanda L. Kaas
- Department of Cognitive Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - David E.J. Linden
- Department of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Judith C. Peters
- Department of Cognitive Neuroscience, Maastricht University, Maastricht, the Netherlands
| | - Catherine J. Vossen
- Department of Anesthesiology and Pain Management, School for Mental Health and Neuroscience, Maastricht University, Maastricht, the Netherlands
- Department of Anesthesiology and Pain Medicine, Maastricht University Medical Centre, Maastricht, the Netherlands
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Giordano R, Gerra MC, Okutani H, Lo Vecchio S, Stensballe A, Petersen KKS, Arendt-Nielsen L. The temporal expression of circulating microRNAs after acute experimental pain in humans. Eur J Pain 2023; 27:366-377. [PMID: 36453122 DOI: 10.1002/ejp.2062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 11/17/2022] [Accepted: 11/27/2022] [Indexed: 12/04/2022]
Abstract
BACKGROUND MicroRNAs (miRNAs) can modulate several biological systems, including the pain system. This study aimed to evaluate the temporal expression of circulating miRNAs in the plasma of healthy volunteers as a marker for epigenetic changes before and after an acute, experimental, pain provocation by intramuscular hypertonic saline injection. METHODS Twenty volunteers were randomly allocated into two groups and received either hypertonic (pain) or isotonic (control) saline injection in the first dorsal interosseous muscle of their dominant hand. Pain intensity was continuously recorded for 20 minutes after injection on a VAS scale from 0 to 100 (0 indicates no pain and 100 the worst imaginable pain). Blood samples were taken at baseline, 30 minutes, 3 hours, and 24 hours post-injection, and plasma was separated. MiRNA extracts were used for RNA sequencing with the Illumina NextSeq platform. MiRNA transcripts were compared between the pain and the no-pain, control group at every time point. Significant differences were considered when folds were >2 and the False Discovery Rate was p < 0.05. RESULTS After 30 minutes, 4 miRNAs were significantly altered in the pain group compared to controls, which increased to 24 after 3 hours and to 42 after 24 hours from baseline (p < 0.0001). Two miRNAs were consistently upregulated throughout the experiment. Enrichment analysis showed significant miRNAs involved in brain perception of pain, brain signalling and response to stimuli. CONCLUSIONS This exploratory study is the first to report on the temporal expression of circulating miRNAs after an acute, human experimental muscle pain model. SIGNIFICANCE This exploratory study evaluated the temporal profile of circulating miRNAs in the plasma of healthy subjects after acute experimental pain. Several miRNAs were altered in subjects at the times of follow-up after the acute pain model when compared to controls. MiRNAs previously associated with pain processes were altered in the pain group. Our results, by showing the fast and prolonged modifications of miRNA elicited by the acute experimental pain model, add new perspectives to the topic of epigenetics and pain.
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Affiliation(s)
- Rocco Giordano
- Center for Neuroplasticity and Pain (CNAP), SMI, Aalborg University, Department of Health Science and Technology, Faculty of Medicine, Aalborg, Denmark
| | - Maria Carla Gerra
- Department of Chemistry, Life science, and Environmental Sustainability, University of Parma, Parma, Italy
| | - Hiroai Okutani
- Center for Neuroplasticity and Pain (CNAP), SMI, Aalborg University, Department of Health Science and Technology, Faculty of Medicine, Aalborg, Denmark
- Department of Anesthesiology and Pain Medicine, Hyogo College of Medicine, Hyogo, Japan
| | - Silvia Lo Vecchio
- Center for Neuroplasticity and Pain (CNAP), SMI, Aalborg University, Department of Health Science and Technology, Faculty of Medicine, Aalborg, Denmark
| | - Allan Stensballe
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Kristian Kjaer-Staal Petersen
- Center for Neuroplasticity and Pain (CNAP), SMI, Aalborg University, Department of Health Science and Technology, Faculty of Medicine, Aalborg, Denmark
- Center for Mathematical Modeling of Knee Osteoarthritis (MathKOA), Aalborg University, Department of Material and Production, Faculty of Engineering and Science, Aalborg, Denmark
| | - Lars Arendt-Nielsen
- Center for Neuroplasticity and Pain (CNAP), SMI, Aalborg University, Department of Health Science and Technology, Faculty of Medicine, Aalborg, Denmark
- Department of Gastroenterology & Hepatology, (Mech-Sense), Aalborg University Hospital, Aalborg, Denmark
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Mascheretti S, Forni D, Lampis V, Fumagalli L, Paquin S, Andlauer TFM, Wang W, Dionne G, Brendgen MR, Vitaro F, Ouellet-Morin I, Rouleau G, Gouin JP, Côté S, Tremblay RE, Turecki G, Garon-Carrier G, Boivin M, Battaglia M. Adolescent anxiety and pain problems: A joint, genome-wide investigation and pathway-based analysis. PLoS One 2023; 18:e0285263. [PMID: 37146008 PMCID: PMC10162554 DOI: 10.1371/journal.pone.0285263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Accepted: 04/18/2023] [Indexed: 05/07/2023] Open
Abstract
Both common pain and anxiety problems are widespread, debilitating and often begin in childhood-adolescence. Twin studies indicate that this co-occurrence is likely due to shared elements of risk, rather than reciprocal causation. A joint genome-wide investigation and pathway/network-based analysis of adolescent anxiety and pain problems can identify genetic pathways that subserve shared etiopathogenetic mechanisms. Pathway-based analyses were performed in the independent samples of: The Quebec Newborn Twin Study (QNTS; 246 twin pairs and 321 parents), the Longitudinal Study of Child Development in Quebec (QLSCD; n = 754), and in the combined QNTS and QLSCD sample. Multiple suggestive associations (p<1×10-5), and several enriched pathways were found after FDR correction for both phenotypes in the QNTS; many nominally-significant enriched pathways overlapped between pain problems and anxiety symptoms (uncorrected p<0.05) and yielded results consistent with previous studies of pain or anxiety. The QLSCD and the combined QNTS and QLSCD sample yielded similar findings. We replicated an association between the pathway involved in the regulation of myotube differentiation (GO:0010830) and both pain and anxiety problems in the QLSDC and the combined QNTS and QLSCD sample. Although limited by sample size and thus power, these data provide an initial support to conjoint molecular investigations of adolescent pain and anxiety problems. Understanding the etiology underlying pain and anxiety co-occurrence in this age range is relevant to address the nature of comorbidity and its developmental pathways, and shape intervention. The replication across samples implies that these effects are reliable and possess external validity.
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Affiliation(s)
- Sara Mascheretti
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Child Psychopathology Unit, Scientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Italy
| | - Diego Forni
- Bioinformatics, Scientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Italy
| | - Valentina Lampis
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
- Child Psychopathology Unit, Scientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Italy
| | - Luca Fumagalli
- Bioinformatics, Scientific Institute, IRCCS Eugenio Medea, Bosisio Parini, Italy
| | - Stéphane Paquin
- Department of Psychology, The Pennsylvania State University, State College, PA, United States of America
| | - Till F M Andlauer
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Wei Wang
- Centre for Complex Interventions Centre for Addiction and Mental Health, Toronto, Canada
| | - Ginette Dionne
- Ecole de Psychologie, Université Laval, Quebec City, QC, Canada
| | - Mara R Brendgen
- Département de Psychologie, Universite du Quebec a Montreal, Montreal, QC, Canada
| | - Frank Vitaro
- Research Unit for Children's Psychosocial Maladjustment, Montreal, QC, Canada
- School of Psycho-Éducation, Université de Montréal, Québec City, QC, Canada
| | - Isabelle Ouellet-Morin
- School of Criminology, University of Montreal & Research Center of the Montreal Mental Health University Institute, Montreal, Canada
| | - Guy Rouleau
- Montreal Neurological Institute-Hospital, McGill University, Montreal, QC, Canada
| | | | - Sylvana Côté
- Département de Médecine Sociale et Préventive, Université de Montreal, Montreal, QC, Canada
| | - Richard E Tremblay
- Départements de Pédiatrie et de Psychologie, Université de Montreal, Montreal, QC, Canada
| | - Gustavo Turecki
- Douglas Research Centre, McGill University, Montreal, QC, Canada
| | | | - Michel Boivin
- Ecole de Psychologie, Université Laval, Quebec City, QC, Canada
| | - Marco Battaglia
- Child, Youth and Emerging Adults Programme Centre for Addiction and Mental Health, Toronto, Canada
- Department of Psychiatry, University of Toronto, Toronto, Canada
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Giordano R, Petersen KK, Santoro M, Pazzaglia C, Simonsen O, Valeriani M, Arendt-Nielsen L. Circulating long non-coding RNA signature in knee osteoarthritis patients with postoperative pain one-year after total knee replacement. Scand J Pain 2021; 21:823-830. [PMID: 34323060 DOI: 10.1515/sjpain-2021-0069] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 07/05/2021] [Indexed: 12/14/2022]
Abstract
OBJECTIVES The incidence of chronic postoperative pain after total knee replacement (TKR) is approx. 20%, and hence preoperative risk factors are important to identify. Recent studies have indicated that preoperative inflammatory markers might hold prognostic information for the development of chronic postoperative pain. Long non-coding RNA (lncRNA) regulates the expression of genes related to e.g. inflammatory processes. The current study aimed to investigate the preoperative lncRNA signature as possible preoperative predictive markers for chronic postoperative pain following TKR. METHODS Serum samples, collected preoperatively from 20 knee osteoarthritis (KOA) patients, were analyzed for 84 validated circulatory lncRNA. Pain intensity was assessed using a visual analog scale (VAS) before and one-year after TKR. Differences for the lncRNA expression were analyzed between patients with chronic postoperative pain (VAS≥3) and those with a normal postoperative recovery (VAS<3). RESULTS LncRNA Myeloid Zinc Finger 1 Antisense RNA 1 (MZF1-AS1) (fold change -3.99; p-value: 0.038) (shown to be involved neuropathic pain) Metastasis associated lung adenocarcinoma transcript 1 (MALAT1) (fold change -3.39; p-value: 0.044) (shown to be involved neuropathic pain); Patched 1 pseudogene (LOC100287846) (fold change -6.99; p-value: 0.029) (unknown in pain) were down-regulated preoperatively in the group with chronic postoperative pain compared to the group normal postoperative pain recovery. CONCLUSIONS These findings suggest, that TKR patients with chronic postoperative pain present preoperative downregulations of three specific lncRNA detectable at the systemic level. The presented study might give new insights into the complexity of chronic postoperative pain development and show how non-coding RNA plays a role in the underlying molecular mechanisms of pain.
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Affiliation(s)
- Rocco Giordano
- Department of Health Science and Technology, Faculty of Medicine, Center for Neuroplasticity and Pain (CNAP), SMI, Aalborg University, Aalborg, Denmark
| | - Kristian Kjær Petersen
- Department of Health Science and Technology, Faculty of Medicine, Center for Neuroplasticity and Pain (CNAP), SMI, Aalborg University, Aalborg, Denmark.,Department of Health Science and Technology, Faculty of Medicine, Center for Sensory-Motor Interaction (SMI), Aalborg University, Aalborg, Denmark
| | - Massimo Santoro
- Laboratory "Health and Environment" Division of Health Protection Technologies, ENEA-Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Rome, Italy
| | - Costanza Pazzaglia
- Unit of High Intensity Neurorehabilitation, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Ole Simonsen
- Orthopedic Surgery Research Unit, Aalborg University Hospital, Aalborg, Denmark
| | - Massimiliano Valeriani
- Department of Health Science and Technology, Faculty of Medicine, Center for Sensory-Motor Interaction (SMI), Aalborg University, Aalborg, Denmark.,Department of Neuroscience and Neurorehabilitation, Child Neurology Unit, Headache Center, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - Lars Arendt-Nielsen
- Department of Health Science and Technology, Faculty of Medicine, Center for Sensory-Motor Interaction (SMI), Aalborg University, Aalborg, Denmark
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