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Shi C, Du X, Ren Z. Prediction of health anxiety using resting-state functional near-infrared spectroscopy and machine learning. J Affect Disord 2025; 374:39-45. [PMID: 39793619 DOI: 10.1016/j.jad.2025.01.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2024] [Revised: 12/29/2024] [Accepted: 01/07/2025] [Indexed: 01/13/2025]
Abstract
BACKGROUND The role of cortical networks in health anxiety remain poorly understood. This study aimed to develop a predictive model for health anxiety, using a machine-learning approach based on resting-state functional connectivity (rsFC) with functional near-infrared spectroscopy (fNIRS). METHOD One hundred and four university students experiencing school disclosure due to the Corona Virus Disease 2019 pandemic participated in the study, and the final sample consisted of 90 participants. All participants underwent a 6-min resting-state fNIRS recording session and filled out the Short Health Anxiety Inventory after the data collection. Stratified 10-fold cross-validation was used to train and evaluate the Lasso regression model. Additionally, a bootstrap method was used to determine which features significantly contributed to the prediction of health anxiety. RESULTS The contributing rsFC with negative weights was the functional connectivity between right medial superior frontal gyrus and right middle frontal gyrus, with a 99 % confidence interval (CI) of [-1.61, -0.35]. The contributing rsFC with positive weights was the functional connectivity between right supramarginal gyrus and left middle temporal gyrus (99 % CI = [0.02, 1.67]), as well as the functional connectivity between right medial superior frontal gyrus and right supramarginal gyrus (99 % CI = [0.03, 1.41]). CONCLUSION The findings reveal a predictive role of intrinsic cortical organization in health anxiety and suggest that health anxiety involves complex interactions between cognitive control, emotion regulation, and sensory processing. The work provides new insights into potential neural mechanisms underlying health anxiety, and implications for neuromodulation research and practice targeting severe health anxiety.
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Affiliation(s)
- Congrong Shi
- School of Educational Science, Anhui Normal University, Wuhu, China
| | - Xiayu Du
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, National Intelligent Society Governance Experiment Base (Education), School of Psychology, Central China Normal University, Wuhan, China
| | - Zhihong Ren
- Key Laboratory of Adolescent Cyberpsychology and Behaviour (Ministry of Education), Key Laboratory of Human Development and Mental Health of Hubei Province, National Intelligent Society Governance Experiment Base (Education), School of Psychology, Central China Normal University, Wuhan, China.
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Jiang X, Yan Y, Chen Z, Xiong J, Zhang X, Gu L, Zhang Y, Zhu M, Zhang D, Jiang J. The basolateral amygdala-anterior cingulate cortex circuit contributes to postherpetic neuralgia-anxiety comorbidity. Theranostics 2025; 15:4614-4637. [PMID: 40225572 PMCID: PMC11984391 DOI: 10.7150/thno.111130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2025] [Accepted: 03/05/2025] [Indexed: 04/15/2025] Open
Abstract
Background: Postherpetic neuralgia (PHN) causes chronic pain and emotional dysfunction, but its underlying mechanisms are unknown. Methods: We first compared the structural and functional magnetic resonance imaging (MRI) of PHN-anxiety patients with healthy controls (HCs). Then, we created a PHN comorbid anxiety-like model by injecting resiniferatoxin (RTX) intraperitoneally and used Fos-CreER::Ai9 mice to validate brain regions with volume differences in MRI. Furthermore, we combined behavioral experiments with electrophysiology, viral tracing, in vivo fiber-photometry, optogenetics, and chemogenetics, to analyze the role of the basolateral amygdala (BLA)-anterior cingulate cortex (ACC) circuit in PHN comorbid anxiety-like mice multi-dimensionally. Results: According to neuroimages, patients with PHN-anxiety comorbidity have decreased amygdala volume and decreased functional connection (FC) of the BLA and ACC. Furthermore, we created a PHN comorbid anxiety-like model by injection of RTX intraperitoneally, and these mice showed dysesthesia and anxiety-like behaviors 3 weeks after RTX injection. Then, we discovered that BLA and ACC were related to PHN comorbid anxiety-like behaviors using Fos-CreER::Ai9 mice. Immunohistochemistry and electrophysiology revealed enhanced activation of BLA glutamatergic (BLAGlu) neurons in PHN comorbid anxiety-like mice. Opto/chemogenetic activating BLAGlu neurons aggravated pain threshold in PHN comorbid anxiety-like mice. Inhibiting BLAGlu alleviates mechanical nociception, thermal hyperalgesia, and anxiety-like behavior. Moreover, the elevated excitability of BLAGlu neurons resulted in increased excitatory inputs to the ACC. Selective activation or inhibition of the BLAGlu-ACC pathway exacerbated or alleviated the pain and anxiety behavior, respectively. Conclusion: Findings in this study will provide new insight for understanding the central pathomechanism underlying PHN-anxiety comorbidity, as well as serve as solid theoretical underpinnings for the management of PHN.
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Affiliation(s)
- Xiaofeng Jiang
- Jiangxi Key Laboratory of Trauma, Burn and Pain Medicine, Nanchang, China
- Department of Radiology, the First Affiliated Hospital, Nanchang University, Nanchang, China
| | - Yi Yan
- Jiangxi Key Laboratory of Trauma, Burn and Pain Medicine, Nanchang, China
- Department of Pain, the First Affiliated Hospital, Nanchang University, Nanchang, China
| | - Ziming Chen
- Jiangxi Key Laboratory of Trauma, Burn and Pain Medicine, Nanchang, China
- Department of Pain, the First Affiliated Hospital, Nanchang University, Nanchang, China
| | - Jiaxin Xiong
- Department of Radiology, the First Affiliated Hospital, Nanchang University, Nanchang, China
- Neuroimaging Lab, Jiangxi Province Medical Imaging Research Institute, Nanchang, China
| | - Xuexue Zhang
- Jiangxi Key Laboratory of Trauma, Burn and Pain Medicine, Nanchang, China
- Department of Pain, the First Affiliated Hospital, Nanchang University, Nanchang, China
| | - Lili Gu
- Jiangxi Key Laboratory of Trauma, Burn and Pain Medicine, Nanchang, China
- Department of Pain, the First Affiliated Hospital, Nanchang University, Nanchang, China
| | - Yong Zhang
- Jiangxi Key Laboratory of Trauma, Burn and Pain Medicine, Nanchang, China
- Department of Pain, the First Affiliated Hospital, Nanchang University, Nanchang, China
| | - Mengye Zhu
- Jiangxi Key Laboratory of Trauma, Burn and Pain Medicine, Nanchang, China
- Department of Pain, the First Affiliated Hospital, Nanchang University, Nanchang, China
| | - Daying Zhang
- Jiangxi Key Laboratory of Trauma, Burn and Pain Medicine, Nanchang, China
- Department of Pain, the First Affiliated Hospital, Nanchang University, Nanchang, China
| | - Jian Jiang
- Department of Radiology, the First Affiliated Hospital, Nanchang University, Nanchang, China
- Neuroimaging Lab, Jiangxi Province Medical Imaging Research Institute, Nanchang, China
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Smith A, Wyles KJ, Hernandez SM, Clarke S, Schofield P, Hughes SW. Harnessing the therapeutic effects of nature for chronic Pain: A role for immersive virtual reality? A narrative review. Eur J Pain 2025; 29:e4727. [PMID: 39254114 PMCID: PMC11671320 DOI: 10.1002/ejp.4727] [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: 02/05/2024] [Revised: 07/16/2024] [Accepted: 08/24/2024] [Indexed: 09/11/2024]
Abstract
BACKGROUND AND OBJECTIVE There is a growing interest in the relationship between nature and pain relief. Evidence from environmental psychology, neuroscience and physiology-based studies point towards analgesic effects of nature being mediated through various cognitive, affective and/or autonomic factors. Being able to harness these therapeutic effects using immersive virtual reality (VR) could help to optimize and improve accessibility of nature-based environments as part of chronic pain management plans. In this narrative review, we present evidence supporting a new theoretical framework for nature-based analgesia and suggest ways for applying this through immersive VR. DATABASES AND DATA TREATMENT We provide an overview of the evidence on (1) the therapeutic effects of nature on pain, (2) environmental psychology theory that underpins the health benefits of nature, (3) key mechanistic evidence from nature neuroimaging and physiology-based studies, (4) previous studies that have used VR-based nature in pain research and (5) how to design effective VR interventions that can be used to integrate nature into immersive 360 environments. RESULTS We have demonstrated how environmental psychology, neuroscience and physiology-based research can be used to form a novel theoretical framework for nature-based analgesia. Using this framework, we identify how key aspects of nature can act as analgesic and how this can be harnessed using immersive VR. CONCLUSIONS Through developing this theoretical framework, we have provided a foundation on which to guide future experimental and clinical studies as well as helping to improve the accessibility of nature for chronic pain patients through immersive VR technologies. SIGNIFICANCE This review article summarizes key multidisciplinary evidence to help understand how nature exerts beneficial effects on pain processing. The use of this theoretical framework alongside advances in immersive VR technologies provides a springboard for future research and can be used to help develop new nature-based therapeutics using VR.
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Affiliation(s)
- Alexander Smith
- School of Psychology, Faculty of HealthUniversity of PlymouthPlymouthUK
- Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, Barrack RoadUniversity of ExeterExeterDevonUK
| | - Kayleigh J. Wyles
- School of Psychology, Faculty of HealthUniversity of PlymouthPlymouthUK
| | - Sonia Medina Hernandez
- Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, Barrack RoadUniversity of ExeterExeterDevonUK
| | - Sophie Clarke
- Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, Barrack RoadUniversity of ExeterExeterDevonUK
| | - Patricia Schofield
- School of Nursing and Midwifery, Faculty of HealthUniversity of PlymouthPlymouthUK
| | - Sam W. Hughes
- Department of Clinical and Biomedical Sciences, Faculty of Health and Life Sciences, Barrack RoadUniversity of ExeterExeterDevonUK
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Timmers I, Biggs EE, Bruckert L, Tremblay-McGaw AG, Zhang H, Borsook D, Simons LE. Probing white matter microstructure in youth with chronic pain and its relation to catastrophizing using neurite orientation dispersion and density imaging. Pain 2024; 165:2494-2506. [PMID: 38718105 PMCID: PMC11511653 DOI: 10.1097/j.pain.0000000000003269] [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: 08/03/2023] [Accepted: 03/25/2024] [Indexed: 10/26/2024]
Abstract
ABSTRACT Chronic pain is common in young people and can have a major life impact. Despite the burden of chronic pain, mechanisms underlying chronic pain development and persistence are still poorly understood. Specifically, white matter (WM) connectivity has remained largely unexplored in pediatric chronic pain. Using diffusion-weighted imaging, this study examined WM microstructure in adolescents (age M = 15.8 years, SD = 2.8 years) with chronic pain (n = 44) compared with healthy controls (n = 24). Neurite orientation dispersion and density imaging modeling was applied, and voxel-based whole-white-matter analyses were used to obtain an overview of potential alterations in youth with chronic pain and tract-specific profile analyses to evaluate microstructural profiles of tracts of interest more closely. Our main findings are that (1) youth with chronic pain showed widespread elevated orientation dispersion compared with controls in several tracts, indicative of less coherence; (2) signs of neurite density tract-profile alterations were observed in several tracts of interest, with mainly higher density levels in patients; and (3) several WM microstructural alterations were associated with pain catastrophizing in the patient group. Implicated tracts include both those connecting cortical and limbic structures (uncinate fasciculus, cingulum, anterior thalamic radiation), which were associated with pain catastrophizing, as well as sensorimotor tracts (corticospinal tract). By identifying alterations in the biologically informative WM microstructural metrics orientation dispersion and neurite density, our findings provide important and novel mechanistic insights for understanding the pathophysiology underlying chronic pain. Taken together, the data support alterations in fiber organization as a meaningful characteristic, contributing process to the chronic pain state.
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Affiliation(s)
- Inge Timmers
- Department of Medical and Clinical Psychology, Tilburg University, Tilburg, the Netherlands
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Palo Alto, CA, United States
| | - Emma E. Biggs
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Palo Alto, CA, United States
| | - Lisa Bruckert
- Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA, United States
| | - Alexandra G. Tremblay-McGaw
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Palo Alto, CA, United States
| | - Hui Zhang
- Department of Computer Science, University College London, London, United Kingdom
| | - David Borsook
- Center for Pain and the Brain, Boston Children’s Hospital, Boston, MA, United States
| | - Laura E. Simons
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, Palo Alto, CA, United States
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Wang Z, Wang Y, Ji Y, Yang Z, Pei Y, Dai J, Zhang Y, Zhou F. Hypoconnectivity of the Amygdala in Patients with Low-Back-Related Leg Pain Linked to Individual Mechanical Pain Sensitivity: A Resting-State Functional MRI Study. J Pain Res 2023; 16:3775-3784. [PMID: 38026465 PMCID: PMC10640821 DOI: 10.2147/jpr.s425874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 10/16/2023] [Indexed: 12/01/2023] Open
Abstract
Purpose To explore resting-state functional connectivity (rsFC) of the amygdala in patients with low-back-related leg pain (LBLP). Patients and Methods For this prospective study, a total of 35 LBLP patients and 30 healthy controls (HCs) were included and underwent functional MRI and clinical assessments. Then, patients with LBLP were divided into acute LBLP (aLBLP) and chronic LBLP (cLBLP) subgroups. We further evaluated the between-group rsFC differences using left and right amygdala seeds in a whole-brain voxel analysis strategy. Finally, we performed correlation analysis between the rsFC values of altered regions and clinical indices. Results Compared to HCs, hypoconnectivity of the amygdala was observed in LBLP patients (P < 0.01, with correction). The amygdala's rsFC pattern was different between aLBLP and cLBLP patients: decreased the amygdala's FC to the right putamen, to the right paracentral lobule (PCL), or to the right posterior temporal lobe in aLBLP patients, while right amygdala to the bilateral anterior cingulate cortex (ACC) and the left postcentral gyrus (PoCG) in cLBLP patients. Correlation analysis showed that lower rsFC of the left amygdala to the right PCL was correlated with the von Frey filament (vF) test values of the left lumbar (p = 0.025) and right lumbar (p = 0.019) regions, and rsFC of the right amygdala to the left PoCG was correlated with lower vF test values of the left lumbar (p = 0.017), right lumbar spine (p = 0.003); to right PoCG was correlated with calf (p = 0.015); the rsFC of the right amygdala to bilateral ACC was negatively correlated with the pain rating index (p = 0.003). Conclusion LBLP patients showed amygdala hypoconnectivity, and the altered pattern of amygdala rsFC was different in the acute and chronic phases. Moreover, the amygdala hypoconnectivity was related to individual mechanical sensitivity (vF test) in LBLP patients.
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Affiliation(s)
- Ziyun Wang
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang, 330006, People’s Republic of China
- Neuroradiology Laboratory, Jiangxi Province Medical Imaging Research Institute, Nanchang, 330006, People’s Republic of China
| | - Yao Wang
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang, 330006, People’s Republic of China
- Neuroradiology Laboratory, Jiangxi Province Medical Imaging Research Institute, Nanchang, 330006, People’s Republic of China
| | - Yuqi Ji
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang, 330006, People’s Republic of China
- Neuroradiology Laboratory, Jiangxi Province Medical Imaging Research Institute, Nanchang, 330006, People’s Republic of China
| | - Ziwei Yang
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang, 330006, People’s Republic of China
- Neuroradiology Laboratory, Jiangxi Province Medical Imaging Research Institute, Nanchang, 330006, People’s Republic of China
| | - Yixiu Pei
- Department of Radiology, The Affiliated Ganzhou Hospital of Nanchang University, Ganzhou, Jiangxi, 341000, People’s Republic of China
| | - Jiankun Dai
- MR Advanced Application, GE Healthcare, Beijing, 100176, People’s Republic of China
| | - Yong Zhang
- Department of Pain Clinic, The First Affiliated Hospital, Nanchang University, Nanchang, Jiangxi Province, 330006, People’s Republic of China
| | - Fuqing Zhou
- Department of Radiology, The First Affiliated Hospital, Nanchang University, Nanchang, 330006, People’s Republic of China
- Neuroradiology Laboratory, Jiangxi Province Medical Imaging Research Institute, Nanchang, 330006, People’s Republic of China
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Structural and Functional Brain Changes in Acute Takotsubo Syndrome. JACC. HEART FAILURE 2023; 11:307-317. [PMID: 36752489 DOI: 10.1016/j.jchf.2022.11.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 10/14/2022] [Accepted: 11/03/2022] [Indexed: 01/13/2023]
Abstract
BACKGROUND Takotsubo syndrome mimics an acute myocardial infarction, typically in the aftermath of mental or physical stress. OBJECTIVES The mechanism by which emotional processing in the context of stress leads to significant cardiac injury is poorly understood, so a full exploration of brain structure and function in takotsubo syndrome patients merits investigation. METHODS Twenty-five acute (<5 days) takotsubo patients and 25 control subjects were recruited into this observational cross-sectional study. Surface-based morphometry was carried out on magnetic resonance imaging (MRI) brain scans to extract cortical morphology based on volume, thickness, and surface area with the use of Freesurfer. Cortical morphology general linear models were corrected for age, sex, photoperiod, and total brain volume. Resting-state functional MRI and diffusion tensor tractography images were preprocessed and analyzed with the use of the Functional Magnetic Resonance Imaging of the Brain Diffusion Toolbox and Functional Connectivity Toolbox. RESULTS There was significantly smaller total white matter and subcortical gray matter volumes in takotsubo (P < 0.001), with smaller total brain surface area but increased total cortical thickness (both P < 0.001). Individual gray matter regions (hippocampus and others) were significantly smaller in takotsubo (P < 0.001); only thalamus and insula were larger (P < 0.001). There was significant hyperfunctional and hypofunctional connectivity in multiple areas, including thalamus-amygdala-insula and basal ganglia (P < 0.05). All structural tractography connections were increased in takotsubo (P < 0.05). CONCLUSIONS The authors showed smaller gray and white matter volumes driven by smaller cortical surface area, but increased cortical thickness and structural tractography connections with bidirectional changes in functional connectivity linked to emotion, language, reasoning, perception, and autonomic control. These are interventional targets in takotsubo patients' rehabilitation.
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A randomized pharmacological fMRI trial investigating D-cycloserine and brain plasticity mechanisms in learned pain responses. Sci Rep 2022; 12:19080. [PMID: 36351953 PMCID: PMC9646732 DOI: 10.1038/s41598-022-23769-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 11/04/2022] [Indexed: 11/11/2022] Open
Abstract
Learning and negative outcome expectations can increase pain sensitivity, a phenomenon known as nocebo hyperalgesia. Here, we examined how a targeted pharmacological manipulation of learning would impact nocebo responses and their brain correlates. Participants received either a placebo (n = 27) or a single 80 mg dose of D-cycloserine (a partial NMDA receptor agonist; n = 23) and underwent fMRI. Behavioral conditioning and negative suggestions were used to induce nocebo responses. Participants underwent pre-conditioning outside the scanner. During scanning, we first delivered baseline pain stimulations, followed by nocebo acquisition and extinction phases. During acquisition, high intensity thermal pain was paired with supposed activation of sham electrical stimuli (nocebo trials), whereas moderate pain was administered with inactive electrical stimulation (control trials). Nocebo hyperalgesia was induced in both groups (p < 0.001). Nocebo magnitudes and brain activations did not show significant differences between D-cycloserine and placebo. In acquisition and extinction, there were significantly increased activations bilaterally in the amygdala, ACC, and insula, during nocebo compared to control trials. Nocebo acquisition trials also showed increased vlPFC activation. Increased opercular activation differentiated nocebo-augmented pain aggravation from baseline pain. These results support the involvement of integrative cognitive-emotional processes in nocebo hyperalgesia.
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Jotwani ML, Wu Z, Lunde CE, Sieberg CB. The missing mechanistic link: Improving behavioral treatment efficacy for pediatric chronic pain. FRONTIERS IN PAIN RESEARCH 2022; 3:1022699. [PMID: 36313218 PMCID: PMC9614027 DOI: 10.3389/fpain.2022.1022699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 09/26/2022] [Indexed: 11/07/2022] Open
Abstract
Pediatric chronic pain is a significant global issue, with biopsychosocial factors contributing to the complexity of the condition. Studies have explored behavioral treatments for pediatric chronic pain, but these treatments have mixed efficacy for improving functional and psychological outcomes. Furthermore, the literature lacks an understanding of the biobehavioral mechanisms contributing to pediatric chronic pain treatment response. In this mini review, we focus on how neuroimaging has been used to identify biobehavioral mechanisms of different conditions and how this modality can be used in mechanistic clinical trials to identify markers of treatment response for pediatric chronic pain. We propose that mechanistic clinical trials, utilizing neuroimaging, are warranted to investigate how to optimize the efficacy of behavioral treatments for pediatric chronic pain patients across pain types and ages.
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Affiliation(s)
- Maya L. Jotwani
- Department of Psychiatry and Behavioral Sciences, Biobehavioral Pain Innovations Lab, Boston Children's Hospital, Boston, MA, United States
- Pain and Affective Neuroscience Center, Department of Anesthesiology, Critical Care, Pain Medicine, Boston Children's Hospital, Boston, MA, United States
| | - Ziyan Wu
- Department of Psychiatry and Behavioral Sciences, Biobehavioral Pain Innovations Lab, Boston Children's Hospital, Boston, MA, United States
- Pain and Affective Neuroscience Center, Department of Anesthesiology, Critical Care, Pain Medicine, Boston Children's Hospital, Boston, MA, United States
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Claire E. Lunde
- Department of Psychiatry and Behavioral Sciences, Biobehavioral Pain Innovations Lab, Boston Children's Hospital, Boston, MA, United States
- Pain and Affective Neuroscience Center, Department of Anesthesiology, Critical Care, Pain Medicine, Boston Children's Hospital, Boston, MA, United States
- Nuffield Department of Women's and Reproductive Health, Medical Sciences Division, University of Oxford, Oxford, United Kingdom
| | - Christine B. Sieberg
- Department of Psychiatry and Behavioral Sciences, Biobehavioral Pain Innovations Lab, Boston Children's Hospital, Boston, MA, United States
- Pain and Affective Neuroscience Center, Department of Anesthesiology, Critical Care, Pain Medicine, Boston Children's Hospital, Boston, MA, United States
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
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Verriotis M, Sorger C, Peters J, Ayoub LJ, Seunarine KK, Clark CA, Walker SM, Moayedi M. Amygdalar Functional Connectivity Differences Associated With Reduced Pain Intensity in Pediatric Peripheral Neuropathic Pain. FRONTIERS IN PAIN RESEARCH 2022; 3:918766. [PMID: 35692562 PMCID: PMC9184677 DOI: 10.3389/fpain.2022.918766] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 05/05/2022] [Indexed: 11/13/2022] Open
Abstract
Background There is evidence of altered corticolimbic circuitry in adults with chronic pain, but relatively little is known of functional brain mechanisms in adolescents with neuropathic pain (NeuP). Pediatric NeuP is etiologically and phenotypically different from NeuP in adults, highlighting the need for pediatric-focused research. The amygdala is a key limbic region with important roles in the emotional-affective dimension of pain and in pain modulation. Objective To investigate amygdalar resting state functional connectivity (rsFC) in adolescents with NeuP. Methods This cross-sectional observational cohort study compared resting state functional MRI scans in adolescents aged 11–18 years with clinical features of chronic peripheral NeuP (n = 17), recruited from a tertiary clinic, relative to healthy adolescents (n = 17). We performed seed-to-voxel whole-brain rsFC analysis of the bilateral amygdalae. Next, we performed post hoc exploratory correlations with clinical variables to further explain rsFC differences. Results Adolescents with NeuP had stronger negative rsFC between right amygdala and right dorsolateral prefrontal cortex (dlPFC) and stronger positive rsFC between right amygdala and left angular gyrus (AG), compared to controls (PFDR<0.025). Furthermore, lower pain intensity correlated with stronger negative amygdala-dlPFC rsFC in males (r = 0.67, P = 0.034, n = 10), and with stronger positive amygdala-AG rsFC in females (r = −0.90, P = 0.006, n = 7). These amygdalar rsFC differences may thus be pain inhibitory. Conclusions Consistent with the considerable affective and cognitive factors reported in a larger cohort, there are rsFC differences in limbic pain modulatory circuits in adolescents with NeuP. Findings also highlight the need for assessing sex-dependent brain mechanisms in future studies, where possible.
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Affiliation(s)
- Madeleine Verriotis
- Paediatric Pain Research Group, Developmental Neurosciences Department, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
- Department of Anaesthesia and Pain Medicine, Great Ormond Street Hospital NHS Foundation Trust, London, United Kingdom
- *Correspondence: Madeleine Verriotis
| | - Clarissa Sorger
- Paediatric Pain Research Group, Developmental Neurosciences Department, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
- Department of Anaesthesia and Pain Medicine, Great Ormond Street Hospital NHS Foundation Trust, London, United Kingdom
| | - Judy Peters
- Paediatric Pain Research Group, Developmental Neurosciences Department, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
- Department of Anaesthesia and Pain Medicine, Great Ormond Street Hospital NHS Foundation Trust, London, United Kingdom
| | - Lizbeth J. Ayoub
- Centre for Multimodal Sensorimotor and Pain Research, University of Toronto, Toronto, ON, Canada
- Faculty of Dentistry, University of Toronto, Toronto, ON, Canada
- University of Toronto Centre for the Study of Pain, Toronto, ON, Canada
- Division of Clinical and Computational Neuroscience, Krembil Brain Institute, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Kiran K. Seunarine
- Developmental Imaging and Biophysics Section, Developmental Neurosciences Department, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Chris A. Clark
- Developmental Imaging and Biophysics Section, Developmental Neurosciences Department, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Suellen M. Walker
- Paediatric Pain Research Group, Developmental Neurosciences Department, UCL Great Ormond Street Institute of Child Health, London, United Kingdom
- Department of Anaesthesia and Pain Medicine, Great Ormond Street Hospital NHS Foundation Trust, London, United Kingdom
| | - Massieh Moayedi
- Centre for Multimodal Sensorimotor and Pain Research, University of Toronto, Toronto, ON, Canada
- Faculty of Dentistry, University of Toronto, Toronto, ON, Canada
- University of Toronto Centre for the Study of Pain, Toronto, ON, Canada
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