1
|
Vieira WF, Coelho DRA, Litwiler ST, McEachern KM, Clancy JA, Morales-Quezada L, Cassano P. Neuropathic pain, mood, and stress-related disorders: A literature review of comorbidity and co-pathogenesis. Neurosci Biobehav Rev 2024; 161:105673. [PMID: 38614452 DOI: 10.1016/j.neubiorev.2024.105673] [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: 01/30/2024] [Revised: 04/02/2024] [Accepted: 04/10/2024] [Indexed: 04/15/2024]
Abstract
Neuropathic pain can be caused by multiple factors, and its prevalence can reach 10% of the global population. It is becoming increasingly evident that limited or short-lasting response to treatments for neuropathic pain is associated with psychological factors, which include psychiatric comorbidities known to affect quality of life. It is estimated that 60% of patients with neuropathic pain also experience depression, anxiety, and stress symptoms. Altered mood, including stress, can be a consequence of several painful conditions but can also favor pain chronicization when preexisting. Despite the apparent tight connection between clinical pain and mood/stress disorders, the exact physiological mechanisms remain unclear. This review aims to provide an overview of state-of-the-art research on the mechanisms of pain related to the pathophysiology of depression, anxiety, and stress disorders.
Collapse
Affiliation(s)
- Willians Fernando Vieira
- Division of Neuropsychiatry and Neuromodulation, Massachusetts General Hospital (MGH), Boston, USA; Department of Psychiatry, Harvard Medical School (HMS), Boston, USA; Department of Anatomy, Institute of Biomedical Sciences (ICB), University of São Paulo (USP), São Paulo, Brazil.
| | - David Richer Araujo Coelho
- Division of Neuropsychiatry and Neuromodulation, Massachusetts General Hospital (MGH), Boston, USA; Department of Psychiatry, Harvard Medical School (HMS), Boston, USA; Harvard T. H. Chan School of Public Health (HSPH), Boston, USA
| | - Scott Thomas Litwiler
- Center for Computational and Integrative Biology (CCIB), Massachusetts General Hospital (MGH), Boston, USA
| | - Kayla Marie McEachern
- Division of Neuropsychiatry and Neuromodulation, Massachusetts General Hospital (MGH), Boston, USA
| | - Julie A Clancy
- Division of Neuropsychiatry and Neuromodulation, Massachusetts General Hospital (MGH), Boston, USA
| | - Leon Morales-Quezada
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Boston, USA
| | - Paolo Cassano
- Division of Neuropsychiatry and Neuromodulation, Massachusetts General Hospital (MGH), Boston, USA; Department of Psychiatry, Harvard Medical School (HMS), Boston, USA
| |
Collapse
|
2
|
Neubert M, Süssenbach P, Rief W, Euteneuer F. Does subjective social status affect pain thresholds? - an experimental examination. PSYCHOL HEALTH MED 2024; 29:754-764. [PMID: 37195214 DOI: 10.1080/13548506.2023.2214868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 05/11/2023] [Indexed: 05/18/2023]
Abstract
Past research regarding the relationship between different constructs of social status and different aspects of pain has yielded divergent results. So far, there are few experimental studies to investigate the causal relationship between social status and pain. Therefore, the present study aimed to examine the effect of perceived social status on pain thresholds by experimentally manipulating participants' subjective social status (SSS). 51 female undergraduates were randomly assigned to a low- or high-status condition. Participants' perceived social standing was temporarily elevated (high SSS condition) or reduced (low SSS condition). Before and after experimental manipulation participants' pressure pain thresholds were assessed. The manipulation check confirmed that participants in the low-status condition reported significantly lower SSS than participants in the high-status condition. A linear mixed model revealed a significant group x time interaction for pain thresholds: Whereas participants' pain thresholds in the low SSS condition increased post manipulation, pain thresholds of participants in the high SSS condition decreased post manipulation (β = 0.22; 95% CI, 0.002 to 0.432; p < .05). Findings suggest that SSS may have a causal effect on pain thresholds. This effect could either be due to a change in pain perception or a change in pain expression. Future research is needed to determine the mediating factors.
Collapse
Affiliation(s)
- Marie Neubert
- Department of Clinical Psychology and Psychotherapy, Philipps University, Marburg, Germany
- Department of Clinical Psychology and Psychotherapy, University of Siegen, Siegen, Germany
| | - Philipp Süssenbach
- Department for Human Resources/Health/Social Sciences, Fachhochschule des Mittelstands (University of Applied Sciences) Bielefeld, Bielefeld, Germany
| | - Winfried Rief
- Department of Clinical Psychology and Psychotherapy, Philipps University, Marburg, Germany
| | - Frank Euteneuer
- Department of Clinical Psychology and Psychotherapy, Philipps University, Marburg, Germany
- Department of Psychology, Clinical Psychology and Psychotherapy, Medical School Berlin, Berlin, Germany
| |
Collapse
|
3
|
Ghoussoub K, Côté CI, Fortier M, Nauche B, Rainville P, Pagé MG. Investigating the Impact of Stress on Pain: A Scoping Review on Sense of Control, Social-Evaluative Threat, Unpredictability, and Novelty (STUN Model). J Pain Res 2024; 17:737-751. [PMID: 38405686 PMCID: PMC10893892 DOI: 10.2147/jpr.s450977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 02/07/2024] [Indexed: 02/27/2024] Open
Abstract
Background Stress can have paradoxical effects on pain, namely hyperalgesia and hypoalgesia. Four situational characteristics activate the hypothalamic-pituitary-adrenal axis, leading to a physiological stress response: lacking Sense of control, social-evaluative Threat, Unpredictability and Novelty (STUN). This scoping review reports on the types of evidence published on the effects of STUN characteristics on pain outcomes. Databases/Data Treatment Searches of primary electronic databases were performed to identify articles published on adults between 1990 and 2021 that contained search terms on pain and stress/STUN characteristics. A total of 329 articles were included in the analysis. Results Only 3.3% of studies examined simultaneously >1 STUN component. Almost all observational studies (177/180) examined the association between perceived stress and pain without measuring physiological stress responses. Of the 130 experimental studies, 78 (60.0%) manipulated stressful characteristics through nociception, and only 38.5% assessed if/how stress manipulation impacted perceived stress. Conclusion There is a clear lack of integration of the characteristics that trigger a physiological stress response in the pain field. Only 3.3% of studies examined simultaneously more than one STUN component and there is an unequal attention given to individual components of the STUN framework. Recommendations for future research include selection of stress manipulations/measurements that are more precisely inducing/reflecting neurobiological mechanisms of stress responses to insure valid integration of scientific knowledge.
Collapse
Affiliation(s)
- Karen Ghoussoub
- Department of Psychology, Faculty of Arts and Science, Université de Montréal, Montreal, Quebec, Canada
- Research Center of the Centre hospitalier de l’Université de Montréal (CRCHUM), Montreal, Quebec, Canada
| | - Catherine Isadora Côté
- Research Center of the Centre hospitalier de l’Université de Montréal (CRCHUM), Montreal, Quebec, Canada
| | - Maude Fortier
- Research Center of the Centre hospitalier de l’Université de Montréal (CRCHUM), Montreal, Quebec, Canada
| | - Bénédicte Nauche
- CHUM Library, Centre hospitalier de l’Université de Montreal (CHUM), Montreal, Quebec, Canada
| | - Pierre Rainville
- Centre de recherche de l’Institut universitaire de gériatrie de Montréal, CIUSSS Centre-sud-de l’île de Montréal, Montreal, Quebec, Canada
- Department of Stomatology, Université de Montréal, Montreal, Quebec, Canada
| | - M Gabrielle Pagé
- Department of Psychology, Faculty of Arts and Science, Université de Montréal, Montreal, Quebec, Canada
- Research Center of the Centre hospitalier de l’Université de Montréal (CRCHUM), Montreal, Quebec, Canada
- Department of Anesthesiology and Pain Medicine, Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada
| |
Collapse
|
4
|
Drost L, Finke JB, Behrje A, Rebeck D, Domes G, Schächinger H. Optimal timing of oral metyrapone intake for the suppression of cold-pressor stress-induced cortisol release. Psychoneuroendocrinology 2023; 156:106328. [PMID: 37393800 DOI: 10.1016/j.psyneuen.2023.106328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 06/22/2023] [Accepted: 06/24/2023] [Indexed: 07/04/2023]
Abstract
BACKGROUND Pharmacological manipulation of cortisol levels is instrumental in elucidating mechanisms underlying acute stress effects and for distinguishing the physiological and behavioral effects of cortisol from those of the adrenergic system. Administration (oral or IV) of hydrocortisone is a direct and efficient method to elevate cortisol, and thus, frequently used in psychobiological stress research. However, lowering of cortisol (i.e. blockade of stress cortisol) requires a more sophisticated approach, such as the administration of the corticostatic compound metyrapone (MET). However, there is insufficient knowledge about the temporal dynamics of MET for the blocking of stress-induced cortisol reactivity. Thus, the present study aimed to build up an experimental protocol suitable to suppress acute behavioral stress-induced cortisol secretion by MET. METHODS 50 healthy young men were randomly assigned to one of five treatment groups. They received 750 mg oral MET either 30 (n = 9), 45 (n = 11), or 60 (n = 10) minutes before exposure to a combined cold pressor and mental arithmetic test (stress induction), or were subjected to two different control treatments (placebo 60 min before stress (n = 10) or MET 30 min before non-stressful warm-water condition (n = 10)). Salivary cortisol concentration, hemodynamics, and subjective ratings were assessed. RESULTS Suppression of cold stress-induced cortisol release was strongest when MET intake was scheduled 30 min prior to stress onset. Cardiovascular stress-responses and subjective ratings remained unaffected by MET. CONCLUSION In healthy young males, 750 mg of MET efficiently block cold stress-induced cortisol release when oral administration is scheduled 30 min prior to stress onset. This finding may guide future research in improving timing of suppression of stress-induced cortisol secretion.
Collapse
Affiliation(s)
- Lisa Drost
- Department of Clinical Psychophysiology, University of Trier, Johanniterufer 15, 54290 Trier, Germany.
| | - Johannes B Finke
- Department of Clinical Psychology, University of Siegen, Adolf-Reichwein-Str. 2a, 57076 Siegen, Germany
| | - Andreas Behrje
- Department of Clinical Psychophysiology, University of Trier, Johanniterufer 15, 54290 Trier, Germany
| | - Dagmar Rebeck
- Department of Clinical Psychophysiology, University of Trier, Johanniterufer 15, 54290 Trier, Germany
| | - Gregor Domes
- Department of Biological and Clinical Psychology, University of Trier, Johanniterufer 15, 54290 Trier, Germany
| | - Hartmut Schächinger
- Department of Clinical Psychophysiology, University of Trier, Johanniterufer 15, 54290 Trier, Germany
| |
Collapse
|
5
|
James KA, Stromin JI, Steenkamp N, Combrinck MI. Understanding the relationships between physiological and psychosocial stress, cortisol and cognition. Front Endocrinol (Lausanne) 2023; 14:1085950. [PMID: 36950689 PMCID: PMC10025564 DOI: 10.3389/fendo.2023.1085950] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 02/14/2023] [Indexed: 03/08/2023] Open
Abstract
Stress is viewed as a state of real or perceived threat to homeostasis, the management of which involves the endocrine, nervous, and immune systems. These systems work independently and interactively as part of the stress response. The scientific stress literature, which spans both animal and human studies, contains heterogeneous findings about the effects of stress on the brain and the body. This review seeks to summarise and integrate literature on the relationships between these systems, examining particularly the roles of physiological and psychosocial stress, the stress hormone cortisol, as controlled by the hypothalamic-pituitary-adrenal (HPA) axis, and the effects of stress on cognitive functioning. Health conditions related to impaired HPA axis functioning and their associated neuropsychiatric symptoms will also be considered. Lastly, this review will provide suggestions of clinical applicability for endocrinologists who are uniquely placed to measure outcomes related to endocrine, nervous and immune system functioning and identify areas of intervention.
Collapse
Affiliation(s)
- Katharine Ann James
- Applied Cognitive Science and Experimental Neuropsychology Team (ACSENT) Laboratory, Department of Psychology, University of Cape Town, Cape Town, South Africa
- Division of Geriatric Medicine, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Juliet Ilena Stromin
- Applied Cognitive Science and Experimental Neuropsychology Team (ACSENT) Laboratory, Department of Psychology, University of Cape Town, Cape Town, South Africa
| | - Nina Steenkamp
- Applied Cognitive Science and Experimental Neuropsychology Team (ACSENT) Laboratory, Department of Psychology, University of Cape Town, Cape Town, South Africa
| | - Marc Irwin Combrinck
- Division of Geriatric Medicine, Department of Medicine, University of Cape Town, Cape Town, South Africa
| |
Collapse
|
6
|
Schneider SK, Pauli P, Lautenbacher S, Reicherts P. Effects of psychosocial stress and performance feedback on pain processing and its correlation with subjective and neuroendocrine parameters. Scand J Pain 2022; 23:389-401. [PMID: 35938978 DOI: 10.1515/sjpain-2021-0204] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2021] [Accepted: 06/28/2022] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Previous research on stress-induced pain modulation suggests that moderate psychological stress usually leads to hyperalgesia while more severe threat results in hypoalgesia. However, existing studies often lack suitable control conditions imperative to identify mere stress effects. Similarly, research mainly focused on pure anticipation of a social threat, not taking into consideration actual experiences of social evaluation. Therefore, we set out to investigate actual social up- and downgrading combined with a standardized stress paradigm to evaluate short-term and prolonged changes in pain perception and their potential association with neuroendocrine and subjective stress parameters. METHODS We allocated 177 healthy women to four experimental conditions, either the standard version of the Trier Social Stress Test (TSST) followed by positive, negative or no performance feedback, or a well-matched but less demanding placebo version of the TSST. Stress responses were assessed with ratings, salivary alpha-amylase, and salivary cortisol. To capture putative effects of stress on pain, heat pain threshold, ratings of phasic heat pain stimuli, and conditioned pain modulation were measured. RESULTS Despite a largely successful stress induction, results do not support a reliable influence of experimentally induced social stress-with or without subsequent performance feedback-on pain in women. Further, we found no clear association of pain modulation and changes in neuroendocrine or subjective stress responses. CONCLUSIONS Our results contrast previous studies, which repeatedly demonstrated stress-induced hypo- or hyperalgesia. This might be due to methodological reasons as former research was often characterized by high heterogeneity regarding the applied stressors, low sample sizes, and lacking or inconclusive control conditions. Thus, our results raise the question whether pain modulation in women by experimental psychosocial stress might have been overestimated in the past. Future research is necessary, which should employ parametric stress induction methods including well-matched control tasks, taking into consideration the participants' gender/sex and the time course of the stress response relative to pain assessment. The study is registered as DRKS00026946 at 'Deutsches Register Klinischer Studien' (DRKS) and can be also found at the World Health Organization's search portal.
Collapse
Affiliation(s)
- Sarah Karen Schneider
- Department of Psychology (Biological Psychology, Clinical Psychology and Psychotherapy), University of Würzburg, Würzburg, Germany
| | - Paul Pauli
- Department of Psychology (Biological Psychology, Clinical Psychology and Psychotherapy), University of Würzburg, Würzburg, Germany.,Centre of Mental Health, University Hospital of Würzburg, University of Würzburg, Würzburg, Germany
| | - Stefan Lautenbacher
- Department of Physiological Psychology, Institute of Psychology, University of Bamberg, Bamberg, Germany
| | - Philipp Reicherts
- Department of Medical Psychology and Sociology, Medical Faculty, University of Augsburg, Augsburg, Germany
| |
Collapse
|
7
|
Gračanin A, Hendriks MCP, Vingerhoets AJJM. Crying does not alleviate acute pain perception: Evidence from an experimental study. Eur J Pain 2022; 26:1380-1394. [PMID: 35514233 DOI: 10.1002/ejp.1970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 04/22/2022] [Accepted: 05/04/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND Whereas previous studies revealed positive effects of emotional expressions such as swearing and laughing on acute pain, systematic research on the effects of crying on pain is missing. The rationale for the current study is that either a mere emotional distraction or changes in oxytocin and opioid levels represent a mechanism through which crying modulates pain, with the timing of mood changes as crucial information for distinguishing between potential mechanisms. METHODS In two studies, we exposed participants (Study 1: n = 57; Study 2: n = 70) to a sad movie and measured their mood, and exposed them to pain induction procedures (electric shock and cold-pressor test, respectively) before and after the film. Dependent variables were pain threshold, tolerance, and intensity. In addition to baseline and one immediate post-crying mood and pain response measurement in both studies, in Study 2, we repeated these procedures 20 and 50 min later to discern between the potential role of neurobiological substances and distraction. RESULTS Crying was elicited in 28 participants in Study 1 (49.1%) and 49 (70%) in Study 2. We found no systematic differences in pain and mood changes between criers and non-criers and no systematic dose-response relationship between crying and pain responses and mood. The only significant effects ran contrary to our hypotheses, showing detrimental effects of the occurrence (Study 1) and frequency of crying (both studies) on pain threshold. CONCLUSIONS Results do not support the idea that crying has pain-alleviating effects, either via distraction or direct biological mechanisms.
Collapse
Affiliation(s)
| | | | - Ad J J M Vingerhoets
- Department of Medical and Clinical Psychology, Tilburg University, the Netherlands
| |
Collapse
|
8
|
Ioachim G, Warren HJM, Powers JM, Staud R, Pukall CF, Stroman PW. Altered Pain in the Brainstem and Spinal Cord of Fibromyalgia Patients During the Anticipation and Experience of Experimental Pain. Front Neurol 2022; 13:862976. [PMID: 35599729 PMCID: PMC9120571 DOI: 10.3389/fneur.2022.862976] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 04/07/2022] [Indexed: 11/23/2022] Open
Abstract
Chronic pain associated with fibromyalgia (FM) affects a large portion of the population but the underlying mechanisms leading to this altered pain are still poorly understood. Evidence suggests that FM involves altered neural processes in the central nervous system and neuroimaging methods such as functional magnetic resonance imaging (fMRI) are used to reveal these underlying alterations. While many fMRI studies of FM have been conducted in the brain, recent evidence shows that the changes in pain processing in FM may be linked to autonomic and homeostatic dysregulation, thus requiring further investigation in the brainstem and spinal cord. Functional magnetic resonance imaging data from 15 women with FM and 15 healthy controls were obtained in the cervical spinal cord and brainstem at 3 tesla using previously established methods. In order to investigate differences in pain processing in these groups, participants underwent trials in which they anticipated and received a predictable painful stimulus, randomly interleaved with trials with no stimulus. Differences in functional connectivity between the groups were investigated by means of structural equation modeling. The results demonstrate significant differences in brainstem/spinal cord network connectivity between the FM and control groups which also correlated with individual differences in pain responses. The regions involved in these differences in connectivity included the LC, hypothalamus, PAG, and PBN, which are known to be associated with autonomic homeostatic regulation, including fight or flight responses. This study extends our understanding of altered neural processes associated with FM and the important link between sensory and autonomic regulation systems in this disorder.
Collapse
Affiliation(s)
- Gabriela Ioachim
- Center for Neuroscience Studies, Queen's University, Kingston, ON, Canada
| | | | - Jocelyn M. Powers
- Center for Neuroscience Studies, Queen's University, Kingston, ON, Canada
| | - Roland Staud
- Department of Medicine, University of Florida, Seffner, FL, United States
| | - Caroline F. Pukall
- Center for Neuroscience Studies, Queen's University, Kingston, ON, Canada
- Department of Psychology, Queen's University, Kingston, ON, Canada
| | - Patrick W. Stroman
- Center for Neuroscience Studies, Queen's University, Kingston, ON, Canada
- Department of Biomedical and Molecular Sciences, Queen's University, Kingston, ON, Canada
- Department of Physics, Queen's University, Kingston, ON, Canada
- *Correspondence: Patrick W. Stroman
| |
Collapse
|
9
|
Asymmetric effects of acute stress on cost and benefit learning. Psychoneuroendocrinology 2022; 138:105646. [PMID: 35065334 DOI: 10.1016/j.psyneuen.2021.105646] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 11/29/2021] [Accepted: 12/21/2021] [Indexed: 11/23/2022]
Abstract
BACKGROUND Humans are continuously exposed to stressful challenges in everyday life. Such stressful events trigger a complex physiological reaction - the fight-or-flight response - that can hamper flexible decision-making and learning. Inspired by key neural and peripheral characteristics of the fight-or-flight response, here, we ask whether acute stress changes how humans learn about costs and benefits. METHODS Healthy adults were randomly exposed to an acute stress (age mean=23.48, 21/40 female) or no-stress control (age mean=23.80, 22/40 female) condition, after which they completed a reinforcement learning task in which they minimize cost (physical effort) and maximize benefits (monetary rewards). During the task pupillometry data were collected. A computational model of cost-benefit reinforcement learning was employed to investigate the effect of acute stress on cost and benefit learning and decision-making. RESULTS Acute stress improved learning to maximize rewards relative to minimizing physical effort (Condition-by-Trial Type interaction: F(1,78)= 6.53, p = 0.01, n2G= 0.04; reward > effort in stress condition: t(39) = 5.40, p < 0.01). Computational modelling revealed that asymmetric learning could be explained by changes in the learning rates of reward value and action cost [condition-by-learning rate (αR, αE) interaction: F(1,78)= 6.42, p = 0.01, n2G= 0.03; αE> αR in control condition: t(39) = -4.75, p < 0.001]. This process was associated with distinct alterations in pupil size fluctuations. Data and scripts are available (https://osf.io/ydv2q/). CONCLUSIONS Here we demonstrate that acute stress is associated with asymmetric learning about reward value versus action cost, thereby providing new insights into learning strategies under acute stress, which, depending on the context, may be maladaptive or beneficial. Our pupillometry and physiological results tentatively link asymmetric cost and benefit learning to stress-related changes in catecholamine activity.
Collapse
|
10
|
Lukacs MJ, Melling CWJ, Walton DM. Exploring the relationship between meaningful conditioned pain modulation and stress system reactivity in healthy adults following exposure to the cold pressor task. Musculoskelet Sci Pract 2022; 57:102489. [PMID: 34861579 DOI: 10.1016/j.msksp.2021.102489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 10/23/2021] [Accepted: 11/19/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND The sympathetic nervous system (SNS) and hypothalamic-pituitary-adrenal (HPA) axis have been implicated in conditioned pain modulation (CPM). As there has recently been a push to identify meaningful CPM responses based on ± 2 SEM of the test stimulus, we sought to evaluate if meaningful CPM had relationships with both SNS and HPA axis reactivity. METHODS 50 university-aged healthy participants (25 males, 25 females) underwent evaluation of pressure pain detection threshold (PPDT), conditioned pain modulation (CPM), galvanic skin response (GSR) and salivary cortisol before and after a cold pressor test (CPT). Meaningful CPM was evaluated based on change ±2 SEM of baseline PPDT to classify participants as experiencing inhibition of pain, facilitation, or non-response. RESULTS As a group, there were no significant changes in PPDT or salivary cortisol after exposure to noxious cold. GSR was significantly elevated from baseline values during the CPT, and 10 min after (p < 0.001). When meaningful CPM was assessed, only 30% of participants experienced inhibitory CPM. Within this group, there was a large positive correlation ranging from r = 0.63 to 0.69 (p < 0.01) between CPM and the absolute change in GSR from baseline to immersion, and the immediate 5 min after immersion. CONCLUSIONS This work continues to support the growing body of literature suggesting that CPM is not universally experienced. Inhibitory CPM may be associated with an increase in SNS activity for healthy participants in reaction to noxious cold. Future work is required to ascertain individual characteristics (e.g., age, sex) that relate to CPM responses.
Collapse
Affiliation(s)
- Michael J Lukacs
- Health and Rehabilitation Sciences, Western University, Canada; Bone and Joint Institute, Western University, Canada.
| | | | - David M Walton
- Bone and Joint Institute, Western University, Canada; School of Physical Therapy, Western University, Canada
| |
Collapse
|
11
|
Post-Mastectomy Pain: An Updated Overview on Risk Factors, Predictors, and Markers. Life (Basel) 2021; 11:life11101026. [PMID: 34685397 PMCID: PMC8540201 DOI: 10.3390/life11101026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Revised: 09/25/2021] [Accepted: 09/25/2021] [Indexed: 12/29/2022] Open
Abstract
After breast surgery, women frequently develop chronic post-mastectomy pain (PMP). PMP refers to the occurrence of pain in and around the area of the mastectomy lasting beyond three months after surgery. The nature of factors leading to PMP is not well known. When PMP is refractory to analgesic treatment, it negatively impacts the lives of patients, increasing emotional stress and disability. For this reason, optimizing the quality of life of patients treated for this pathology has gained more importance. On the basis of the findings and opinions above, we present an overview of risk factors and predictors to be used as potential biomarkers in the personalized management of individual PMP. For this overview, we discuss scientific articles published in peer-reviewed journals written in the English language describing risk factors, predictors, and potential biomarkers associated with chronic pain after breast surgery. Our overview confirms that the identification of women at risk for PMP is fundamental to setting up the best treatment to prevent this outcome. Clinical practice can be planned through the interpretation of genotyping data, choosing drugs, and tailoring doses for each patient with the aim to provide safer and more effective individual analgesic treatment.
Collapse
|
12
|
Abdelhakiem MAH, Hussein HA. Collection of cerebrospinal fluid in 50 adult healthy donkeys (Equus asinus): clinical complications, and cytological and biochemical constituents. BMC Vet Res 2021; 17:302. [PMID: 34503510 PMCID: PMC8428111 DOI: 10.1186/s12917-021-03007-4] [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: 05/04/2021] [Accepted: 08/27/2021] [Indexed: 11/16/2022] Open
Abstract
Background Diseases of the central nervous system are a well-recognized cause of morbidity and mortality in equine. Collection and analysis of cerebrospinal fluid (CSF) give information about the type and stage of degenerative and inflammatory diseases in central nervous system (CNS). The present research aimed to assess the clinical complications of CSF collections and to establish range values of cytological and biochemical parameters of CSF in adult healthy donkeys (Equus asinus). The CSF samples were collected from fifty healthy donkeys at the lumbosacral (LS) and atlanto-occipital (AO) sites. Results Hypothermia, tachycardia, ataxia and recumbency may develop post-puncture. Erythrocytes were noticed in 35 of 50 CSF samples. Total nucleated cell counts ranged from 0 to 6 cells/μL, and lymphocytes predominated the cells (61%). The concentration of glucose (1.2 to 5.3 mmol/L) was lower than that of serum (P < 0.05). The CSF sodium concentration (123 to 160 mmol/L) was approximately like that of serum, but potassium (1.5–3 mmol/L) was lower than that of serum (P < 0.01). Urea concentrations (1.1–2.9 mmol/L) were markedly lower than serum (P < 0.001). Concentrations of CSF total proteins, and albumin ranged from 0.1 to 0.6 g/dL, and from 0.002 to 0.013 g/dL, respectively. The albumin quotient ranged from 0.06 to 0.56. Conclusions Transient hypothermia, tachycardia, ataxia and recumbency may develop as clinical complications of CSF puncture procedures. The collection site has no impact on the constituents in CSF. Furthermore, this study presented the range values for normal cytological and biochemical constituents of CSF in donkeys (Equus asinus) that can provide a basis in comparison when evaluating CSF from donkeys with neurologic diseases.
Collapse
Affiliation(s)
- Mohammed A H Abdelhakiem
- Department of Animal Surgery, Anesthesiology and Radiology, Faculty of Veterinary Medicine, Assiut University, Assiut, 71526, Egypt
| | - Hussein Awad Hussein
- Internal Veterinary Medicine, Department of Animal Medicine, Faculty of Veterinary Medicine, Assiut University, Assiut, 71526, Egypt.
| |
Collapse
|
13
|
Does fear impede the success of spinal surgery in patients with chronic Back pain? Potential prognosticative factors in spinal surgery failure. CURRENT PSYCHOLOGY 2021. [DOI: 10.1007/s12144-021-02069-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
|
14
|
Ferreira DMAO, Costa YM, Bonjardim LR, Conti PCR. Effects of acute mental stress on conditioned pain modulation in temporomandibular disorders patients and healthy individuals. J Appl Oral Sci 2021; 29:e20200952. [PMID: 34105694 PMCID: PMC8232930 DOI: 10.1590/1678-7757-2020-0952] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 02/18/2021] [Indexed: 12/15/2022] Open
Abstract
Stress is a contributing factor to painful temporomandibular disorders (TMD). Nevertheless, the underpinnings of this relationship are not fully understood.
Collapse
Affiliation(s)
| | - Yuri Martins Costa
- Universidade de Campinas, Faculdade de Odontologia de Piracicaba, Departamento de Biociências, Piracicaba, Brasil
| | - Leonardo Rigoldi Bonjardim
- Universidade de São Paulo, Faculdade de Odontologia de Bauru, Departamento de Ciências Biológicas, Bauru, Brasil
| | - Paulo César Rodrigues Conti
- Universidade de São Paulo, Faculdade de Odontologia de Bauru, Departamento de Prótese e Periodontia, Bauru, Brasil
| |
Collapse
|
15
|
The role of inflammatory cytokines in anemia and gastrointestinal mucosal injury induced by foot electric stimulation. Sci Rep 2021; 11:3101. [PMID: 33542312 PMCID: PMC7862408 DOI: 10.1038/s41598-021-82604-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Accepted: 12/30/2020] [Indexed: 01/22/2023] Open
Abstract
Foot electrical stimulation (FES) has been considered as a classic stressor that can disturb homeostasis. Acute anemia was observed in the model induced by FES. The aim of this study was to explore the role of inflammatory cytokines underlying the acute anemia and gastrointestinal (GI) mucosal injury in the FES. Twenty-four male Kunming mice (20 ± 2 g) were randomly divided into control group and experimental group. The mice were placed in a footshock chamber that can generate 0.5 mA electrical impulse periodically for 0.5 h. After the process, red blood cell count, hemoglobin concentration and hematocrit, the levels of corticotropin releasing hormone (CRH) in serum and hypothalamus, and adrenocorticotropic hormone (ACTH) in serum and pituitary were detected separately. In addition, we investigated the expressions of inflammatory cytokines (IL-1, IL-6, TNF-α, iNOS, and IL-10) in the hypothalamus and duodenum by Polymerase Chain Reaction (PCR). Results showed that this FES model induced anemia, increased CRH and ACTH activity in the serum after the FES. Moreover, the expressions of IL-1β, IL-6, TNF-α, and iNOS were significantly increased following the process, while IL-10 was not activated. These findings suggest that anemia, the inflammatory cytokines in the hypothalamus and duodenum of the mice in the model induced by FES is closely related to GI mucosal injury/bleeding. Taken together, these results underscore the importance of anemia, GI mucosal injury/bleeding and stress, future studies would be needed to translate these findings into the benefit of affected patients.
Collapse
|
16
|
Hoegh M, Poulsen JN, Petrini L, Graven-Nielsen T. The Effect of Stress on Repeated Painful Stimuli with and Without Painful Conditioning. PAIN MEDICINE 2021; 21:317-325. [PMID: 31241135 DOI: 10.1093/pm/pnz115] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVES Stress and pain have been interrelated in clinical widespread pain conditions. Studies indicate that acute experimental stress in healthy volunteers has a negative effect on the descending inhibitory pain control system and thus the ability to inhibit one painful stimulus with another (conditioned pain modulation [CPM]) although without effect on general pain sensitivity. CPM effects can be assessed immediately after the stress induction, whereas some physiological stress responses (e.g., cortisol release) are delayed and longer lasting. It is unclear whether CPM may relate to stress-induced increases in cortisol. DESIGN Twenty-five healthy men had CPM effects measured over a period of 10 minutes. Pain detection thresholds (PDTs) were assessed by repeated test stimuli with cuff algometry on one leg, with and without painful cuff pressure conditioning on the contralateral leg. CPM effects, assessed as the increase in PDT during conditioning stimulation compared with without, were measured before and after experimental stress and a control condition (Montreal Imaging Stress Task [MIST]). Saliva cortisol levels and self-perceived stress were collected. RESULTS Participants reported the MIST to be more stressful compared with the MIST control, but cortisol levels did not change significantly from baseline. In all sessions, PDT increased during conditioning (P = 0.001), although the MIST compared with the MIST control had no significant effect on PDT or CPM effects. A negative correlation between changes in cortisol and conditioned PDT was found when applying the MIST (P < 0.03). CONCLUSIONS No significant effect of stress was found on CPM compared with a matched control condition. Individual changes in experimental stress and in conditioned pain sensitivity may be linked with cortisol.
Collapse
Affiliation(s)
- Morten Hoegh
- Center for Neuroplasticity and Pain (CNAP), SMI, Aalborg University, Aalborg, Denmark
| | - Jeppe N Poulsen
- Center for Neuroplasticity and Pain (CNAP), SMI, Aalborg University, Aalborg, Denmark
| | - Laura Petrini
- Center for Neuroplasticity and Pain (CNAP), SMI, Aalborg University, Aalborg, Denmark
| | - Thomas Graven-Nielsen
- Center for Neuroplasticity and Pain (CNAP), SMI, Aalborg University, Aalborg, Denmark
| |
Collapse
|
17
|
Hood CO, Badour CL. The Effects of Posttraumatic Stress and Trauma-Focused Disclosure on Experimental Pain Sensitivity Among Trauma-Exposed Women. J Trauma Stress 2020; 33:1071-1081. [PMID: 32790962 PMCID: PMC7725999 DOI: 10.1002/jts.22571] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Revised: 05/28/2020] [Accepted: 05/29/2020] [Indexed: 01/04/2023]
Abstract
Previous studies evaluating the impact of trauma history and posttraumatic stress disorder (PTSD) on pain sensitivity have yielded inconsistent findings. The presence of trauma-related negative affective states may account for these discrepancies. The current study aimed to evaluate the effect of PTSD and trauma-related negative affect on sensory, affective, physiological, and neuroendocrine responses to an experimental pain task. Trauma-exposed adult women (N = 87) with or without probable PTSD underwent an emotional disclosure paradigm during which they wrote about a traumatic event or a neutral topic. Participants then completed a pain induction procedure. Sensory and affective reports of pain, as well as physiological and neuroendocrine reactivity, were assessed. Compared to women without PTSD, those with PTSD demonstrated decreased sensory pain responses, ηp ² = .11, including increased time to pain detection (i.e., threshold) and ability to withstand the pain stimuli (i.e., tolerance) after accounting for relevant covariates. Women with PTSD also demonstrated increased cortisol reactivity following the pain stimulus, ηp ² = .06. The main and interactive effects of PTSD group and writing condition did not significantly predict alterations in affective reports of pain or heart rate reactivity. The results suggest that PTSD symptoms may contribute to alterations in pain sensitivity in trauma-exposed women, but this association is complex and requires further exploration.
Collapse
Affiliation(s)
- Caitlyn O. Hood
- Department of Psychology University of Kentucky Lexington Kentucky USA
| | | |
Collapse
|
18
|
Hijma HJ, Moss LM, Gal P, Ziagkos D, de Kam ML, Moerland M, Groeneveld GJ. Challenging the challenge: A randomized controlled trial evaluating the inflammatory response and pain perception of healthy volunteers after single-dose LPS administration, as a potential model for inflammatory pain in early-phase drug development. Brain Behav Immun 2020; 88:515-528. [PMID: 32305572 DOI: 10.1016/j.bbi.2020.04.033] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 04/10/2020] [Accepted: 04/13/2020] [Indexed: 10/24/2022] Open
Abstract
BACKGROUND AND AIMS Following an infection, cytokines not only regulate the acute immune response, but also contribute to symptoms such as inflammatory hyperalgesia. We aimed to characterize the acute inflammatory response induced by a human endotoxemia model, and its effect on pain perception using evoked pain tests in two different dose levels. We also attempted to determine whether combining a human endotoxemia challenge with measurement of pain thresholds in healthy subjects could serve as a model to study drug effects on inflammatory pain. METHODS AND RESULTS This was a placebo-controlled, randomized, cross-over study in 24 healthy males. Twelve subjects were administered a bolus of 1 ng/kg LPS intravenously, and twelve 2 ng/kg LPS. Before days of placebo/LPS administration, subjects completed a full study day without study drug administration, but with identical pain threshold testing. Blood sampling and evoked pain tests (electrical burst and -stair, heat, pressure, and cold pressor test) were performed pre-dose and at frequent intervals up to 10hr post-dose. Data were analysed with a repeated-measures ANCOVA. For both dose levels, LPS induced an evident acute inflammatory response, but did not significantly affect any of the pain modalities. In a post-hoc analysis, lowering of pain thresholds was observed in the first 3 h after dosing, corresponding with the peak of the acute inflammatory response around 1-3 h post-dose. CONCLUSION Mild acute systemic inflammation, as induced by 1 ng/kg and 2 ng/kg LPS intravenous administration, did not significantly change pain thresholds in this study. The endotoxemia model in combination with evoked pain tests is not suitable to study acute inflammatory hyperalgesia in healthy males.
Collapse
Affiliation(s)
- H J Hijma
- Centre for Human Drug Research, 2333 CL Leiden, The Netherlands; Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands.
| | - L M Moss
- Centre for Human Drug Research, 2333 CL Leiden, The Netherlands; Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands.
| | - P Gal
- Centre for Human Drug Research, 2333 CL Leiden, The Netherlands; Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands.
| | - D Ziagkos
- Centre for Human Drug Research, 2333 CL Leiden, The Netherlands.
| | - M L de Kam
- Centre for Human Drug Research, 2333 CL Leiden, The Netherlands.
| | - M Moerland
- Centre for Human Drug Research, 2333 CL Leiden, The Netherlands; Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands.
| | - G J Groeneveld
- Centre for Human Drug Research, 2333 CL Leiden, The Netherlands; Leiden University Medical Centre, 2333 ZA Leiden, The Netherlands.
| |
Collapse
|
19
|
Effects of electroacupuncture plus drug anesthesia on pain and stress response in patients after radical surgery for stomach cancer. JOURNAL OF ACUPUNCTURE AND TUINA SCIENCE 2020. [DOI: 10.1007/s11726-020-1179-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
|
20
|
Delery EC, Edwards S. Neuropeptide and cytokine regulation of pain in the context of substance use disorders. Neuropharmacology 2020; 174:108153. [PMID: 32470337 DOI: 10.1016/j.neuropharm.2020.108153] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 04/23/2020] [Accepted: 05/18/2020] [Indexed: 12/11/2022]
Abstract
Substance use disorders (SUDs) are frequently accompanied by affective symptoms that promote negative reinforcement mechanisms contributing to SUD maintenance or progression. Despite their widespread use as analgesics, chronic or excessive exposure to alcohol, opioids, and nicotine produces heightened nociceptive sensitivity, termed hyperalgesia. This review focuses on the contributions of neuropeptide (CRF, melanocortin, opioid peptide) and cytokine (IL-1β, TNF-α, chemokine) systems in the development and maintenance of substance-induced hyperalgesia. Few effective therapies exist for either chronic pain or SUD, and the common interaction of these disease states likely complicates their effective treatment. Here we highlight promising new discoveries as well as identify gaps in research that could lead to more effective and even simultaneous treatment of SUDs and co-morbid hyperalgesia symptoms.
Collapse
Affiliation(s)
- Elizabeth C Delery
- Department of Physiology and Comprehensive Alcohol-HIV/AIDS Research Center, LSU Health Sciences Center, New Orleans, LA, 70112, USA
| | - Scott Edwards
- Department of Physiology and Comprehensive Alcohol-HIV/AIDS Research Center, LSU Health Sciences Center, New Orleans, LA, 70112, USA.
| |
Collapse
|
21
|
Villafañe JH, Pedersini P, Bertozzi L, Drago L, Fernandez-Carnero J, Bishop MD, Berjano P. Exploring the relationship between chronic pain and cortisol levels in subjects with osteoarthritis: results from a systematic review of the literature. Osteoarthritis Cartilage 2020; 28:572-580. [PMID: 32156623 DOI: 10.1016/j.joca.2020.02.836] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 02/04/2020] [Accepted: 02/10/2020] [Indexed: 02/06/2023]
Abstract
OBJECTIVE Several reports in the literature have identified an association between cortisol levels and the presence of chronic pain in conditions such as rheumatoid arthritis, low back pain or whiplash. In contrast, few have examined the association of cortisol and pain in people with osteoarthritis (OA). The purpose of this systematic review was to verify the association between cortisol and pain in the OA population. DESIGN The databases MEDLINE, CINAHL, EMBASE were searched systematically for human studies written in English up to December 2018. Two researchers screened titles and abstracts against predefined inclusion criteria; a third resolved discrepancies. Articles were included if they measured the cortisol levels in adults with pain in the OA population. Methodological quality was assessed using Methodological Index for non-randomized Studies (MINORS) score. RESULTS Seven studies reporting on 415 patients were included in this review. The MINORS scale yielded mean scores of 8.6 of 16 and 17.5 of 24, for the cohort and case-control studies respectively. In general, the studies were of poor quality. A discrepancy of noteworthy associations between cortisol level comparison and pain was found. CONCLUSIONS This study shows that there is a discrepancy in the relationship between cortisol and pain dependent on how and when cortisol is measured. Evidence from three low-quality studies suggest increased cortisol levels in patients with pain but the conclusions have a high risk of bias. It was not possible to make a quantitative analysis comparing the relationship between cortisol and pain in the OA population.
Collapse
Affiliation(s)
| | - P Pedersini
- IRCCS Fondazione Don Carlo Gnocchi, Milan, Italy.
| | - L Bertozzi
- Alma Mater Studiorum Università di Bologna, Bologna, Italy.
| | - L Drago
- Clinical Microbiology Department of Biomedical Sciences for Health, University of Milan, Italy.
| | | | - M D Bishop
- Department of Physical Therapy, University of Florida, USA.
| | - P Berjano
- IRCCS Istituto Ortopedico Galeazzi, Milan, Italy.
| |
Collapse
|
22
|
Timmers I, Quaedflieg CWEM, Hsu C, Heathcote LC, Rovnaghi CR, Simons LE. The interaction between stress and chronic pain through the lens of threat learning. Neurosci Biobehav Rev 2019; 107:641-655. [PMID: 31622630 DOI: 10.1016/j.neubiorev.2019.10.007] [Citation(s) in RCA: 65] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 10/08/2019] [Accepted: 10/09/2019] [Indexed: 02/06/2023]
Abstract
Stress and pain are interleaved at multiple levels - interacting and influencing each other. Both are modulated by psychosocial factors including fears, beliefs, and goals, and are served by overlapping neural substrates. One major contributing factor in the development and maintenance of chronic pain is threat learning, with pain as an emotionally-salient threat - or stressor. Here, we argue that threat learning is a central mechanism and contributor, mediating the relationship between stress and chronic pain. We review the state of the art on (mal)adaptive learning in chronic pain, and on effects of stress and particularly cortisol on learning. We then provide a theoretical integration of how stress may affect chronic pain through its effect on threat learning. Prolonged stress, as may be experienced by patients with chronic pain, and its resulting changes in key brain networks modulating stress responses and threat learning, may further exacerbate these impairing effects on threat learning. We provide testable hypotheses and suggestions for how this integration may guide future research and clinical approaches in chronic pain.
Collapse
Affiliation(s)
- Inge Timmers
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, 1070 Arastradero Road, Suite 300, Palo Alto, CA 94304, United States.
| | - Conny W E M Quaedflieg
- Department of Clinical Psychological Science, Maastricht University, P.O. Box 616, 6200 MD Maastricht, The Netherlands
| | - Connie Hsu
- Feinberg School of Medicine, Northwestern University, 420 E Superior St, Chicago, IL 60611, United States
| | - Lauren C Heathcote
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, 1070 Arastradero Road, Suite 300, Palo Alto, CA 94304, United States
| | - Cynthia R Rovnaghi
- Department of Pediatrics, Stanford University School of Medicine, 770 Welch Road, Suite 435, Stanford, CA 94304, United States
| | - Laura E Simons
- Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University School of Medicine, 1070 Arastradero Road, Suite 300, Palo Alto, CA 94304, United States
| |
Collapse
|