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Vandeleur DM, Cunningham MM, Palermo TM, Groenewald CB. Association of Neighborhood Characteristics and Chronic Pain in Children and Adolescents in the United States. Clin J Pain 2024; 40:174-181. [PMID: 38013473 PMCID: PMC10922713 DOI: 10.1097/ajp.0000000000001179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 11/16/2023] [Indexed: 11/29/2023]
Abstract
OBJECTIVE To determine the associations between neighborhood characteristics and chronic pain during childhood and adolescence in the United States, 2020-2021. METHODS Cross-sectional analysis of the 2020 and 2021 National Survey of Children's Health. National Survey of Children's Health grouped parents' responses to questions about neighborhood characteristics into 5 categories: neighborhood support, neighborhood safety, school support, neighborhood amenities, and the presence of detracting neighborhood elements. Chronic pain was defined as parents reporting their children had "frequent or chronic difficulty with repeated or chronic physical pain, including headache or other back or body pain during the past 12 months." Multivariable Poisson regression analyses estimated associations between neighborhood characteristics and chronic pain, adjusted for sociodemographic characteristics. RESULTS The sample contained 55,387 children (6 to 17 years), weighted to represent 44 million nationally. Children had significantly increased rates of chronic pain if they lived in neighborhoods that were unsupportive, unsafe, had unsafe schools, fewer amenities, and greater numbers of detracting elements ( P <0.0001). After adjusting for covariates, children had significantly increased chronic pain if they lived in neighborhoods that were not supportive (adjusted prevalence rate ratio=1.7 (95% CI: 1.5-1.9, P <0.0001), with similar patterns observed for living in neighborhoods characterized as not safe, that did not have safe schools, with fewer amenities, and/or more detracting elements. DISCUSSION Disadvantageous neighborhood characteristics are associated with pediatric chronic pain prevalence. Future research should investigate the underlying mechanisms of this association and guide neighborhood interventions aimed at preventing and decreasing childhood chronic pain and its associated burdens.
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Affiliation(s)
- Daron M. Vandeleur
- Center for Child Health, Behavior & Development, Seattle Children’s Research Institute, Seattle, WA
- Department of Anesthesiology & Pain Medicine, University of Washington, Seattle, WA
| | - Maia M. Cunningham
- Center for Child Health, Behavior & Development, Seattle Children’s Research Institute, Seattle, WA
| | - Tonya M. Palermo
- Center for Child Health, Behavior & Development, Seattle Children’s Research Institute, Seattle, WA
- Department of Anesthesiology & Pain Medicine, University of Washington, Seattle, WA
| | - Cornelius B. Groenewald
- Center for Child Health, Behavior & Development, Seattle Children’s Research Institute, Seattle, WA
- Department of Anesthesiology & Pain Medicine, University of Washington, Seattle, WA
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Yang Y, Sims KD, Lane NE, Duchowny KA, Torres JM. Perceived Neighborhood Characteristics and Later-Life Pain Outcomes: Evidence From the Health and Retirement Study. J Aging Health 2024; 36:246-256. [PMID: 37349863 PMCID: PMC10739572 DOI: 10.1177/08982643231185382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/24/2023]
Abstract
Objectives: This study examines whether perceived neighborhood characteristics relate to pain outcomes among middle-aged and older adults. Methods: Data were from the Health and Retirement Study (2006-2014; n = 18,814). Perceived neighborhood characteristics were physical disorder, social cohesion, safety, and social ties. We fitted adjusted generalized estimating equation models to evaluate prevalence, incidence, and recovery of moderate-to-severe limiting pain 2 years later. Results: The mean age of our sample was 65.3 years; 54.6% were female and 24.2% reported moderate-to-severe limiting pain at baseline. Positive neighborhood characteristics were associated with low prevalence (e.g., prevalence ratio [PR]: .71 for disorder) and reduced incidence (e.g., PR: .63 for disorder) of moderate-to-severe limiting pain. Positive neighborhood characteristics were associated with a high recovery rate from moderate-to-severe limiting pain (e.g., PR = 1.15 for safety), though the 95% CIs for disorder and cohesion crossed the null. Discussion: Neighborhood characteristics may be important determinants in predicting pain in later life.
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Affiliation(s)
- Yulin Yang
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Kendra D. Sims
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Nancy E. Lane
- Center for Musculoskeletal Health, University of California Davis School of Medicine, Sacramento, CA, USA
| | - Kate A. Duchowny
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - Jacqueline M. Torres
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
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Morris MC, Bruehl S, Rao U, Goodin BR, Karlson C, Carter C, Nag S, Huber FA, Bendinskas KG, Hidoyatov M, Kinney K, Rochelle A, Funches G. Biobehavioral Predictors of Pain Intensity, Pain Interference, and Chronic Pain Episodes: A Prospective Cohort Study of African-American Adults. J Pain 2024:S1526-5900(24)00382-1. [PMID: 38369220 DOI: 10.1016/j.jpain.2024.02.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 01/19/2024] [Accepted: 02/13/2024] [Indexed: 02/20/2024]
Abstract
Racial disparities in pain experiences are well-established, with African-American (AA) adults reporting higher rates of daily pain, increased pain severity, and greater pain-related interference compared to non-Hispanic Whites. However, the biobehavioral factors that predict the transition to chronic pain among AA adults are not well understood. This prospective cohort study provided a unique opportunity to evaluate predictors of chronic pain onset among 130 AA adults (81 women), ages 18 to 44, who did not report chronic pain at their baseline assessment and subsequently completed follow-up assessments at 6- and 12-months. Outcome measures included pain intensity, pain-related interference, and chronic pain status. Comprehensive assessments of sociodemographic and biobehavioral factors were used to evaluate demographics, socioeconomic status, stress exposure, psychosocial factors, prolonged hypothalamic-pituitary-adrenal secretion, and quantitative sensory testing responses. At baseline, 30 adults (23.1%) reported a history of prior chronic pain. Over the 12-month follow-up period, 13 adults (10.0%) developed a new chronic pain episode, and 18 adults (13.8%) developed a recurrent chronic pain episode. Whereas socioeconomic status measures (ie, annual income, education) predicted changes in pain intensity over the follow-up period, quantitative sensory testing measures (ie, pain threshold, temporal summation of pain) predicted changes in pain interference. A history of chronic pain and higher depressive symptoms at baseline independently predicted the onset of a new chronic pain episode. The present findings highlight distinct subsets of biobehavioral factors that are differentially associated with trajectories of pain intensity, pain-related interference, and onset of chronic pain episodes in AA adults. PERSPECTIVE: This prospective study sought to advance understanding of biobehavioral factors that predicted pain outcomes over a 12-month follow-up period among AA adults without chronic pain at their initial assessment. Findings revealed distinct subsets of factors that were differentially associated with pain intensity, pain-related interference, and onset of chronic pain episodes.
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Affiliation(s)
- Matthew C Morris
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee; Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, Mississippi
| | - Stephen Bruehl
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Uma Rao
- Department of Psychiatry & Human Behavior and Center for the Neurobiology of Learning and Memory, University of California, Irvine, Irvine, California; Psychiatry Division, Children's Hospital of Orange County, Orange, California
| | - Burel R Goodin
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, Missouri
| | - Cynthia Karlson
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, Mississippi; Department of Hematology and Oncology, University of Mississippi Medical Center, Jackson, Mississippi
| | - Chelsea Carter
- School of Medicine, Meharry Medical College, Nashville, Tennessee
| | - Subodh Nag
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Felicitas A Huber
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, Missouri
| | | | - Muhammad Hidoyatov
- Chemistry Department, State University of New York at Oswego, Oswego, New York
| | - Kerry Kinney
- Department of Psychology, Vanderbilt University, Nashville, Tennessee
| | - Aubrey Rochelle
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, Mississippi
| | - Gaarmel Funches
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, Mississippi
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Strath LJ, Peterson JA, Meng L, Rani A, Huo Z, Foster TC, Fillingim RB, Cruz-Almeida Y. Socioeconomic Status, Knee Pain, and Epigenetic Aging in Community-Dwelling Middle-to-Older Age Adults. J Pain 2024; 25:293-301. [PMID: 37315728 PMCID: PMC10713866 DOI: 10.1016/j.jpain.2023.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 05/22/2023] [Accepted: 06/06/2023] [Indexed: 06/16/2023]
Abstract
Chronic musculoskeletal pain is often associated with lower socioeconomic status (SES). SES correlates with psychological and environmental conditions that could contribute to the disproportionate burden of chronic stress. Chronic stress can induce changes in global DNA methylation and gene expression, which increases risk of chronic pain. We aimed to explore the association of epigenetic aging and SES in middle-to-older age individuals with varying degrees of knee pain. Participants completed self-reported pain, a blood draw, and answered demographic questions pertaining to SES. We used an epigenetic clock previously associated with knee pain (DNAmGrimAge) and the subsequent difference of predicted epigenetic age (DNAmGrimAge-Diff). Overall, the mean DNAmGrimAge was 60.3 (±7.6), and the average DNAmGrimAge-diff was 2.4 years (±5.6 years). Those experiencing high-impact pain earned less income and had lower education levels compared to both low-impact and no pain groups. Differences in DNAmGrimAge-diff across pain groups were found, whereby individuals with high-impact pain had accelerated epigenetic aging (∼5 years) compared to low-impact pain and no pain control groups (both ∼1 year). Our main finding was that epigenetic aging mediated the associations of income and education with pain impact, as such the relationship between SES and pain outcomes may occur through potential interactions with the epigenome reflective of accelerated cellular aging. PERSPECTIVE: Socioeconomic status (SES) has previously been implicated in the pain experience. The present manuscript aims to present a potential social-biological link between SES and pain via accelerated epigenetic aging.
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Affiliation(s)
- Larissa J. Strath
- Pain Research & Intervention Center of Excellence (PRICE), University of Florida, Gainesville, FL
- Department of Community Dentistry and Behavioral Science, University of Florida, Gainesville, FL
| | - Jessica A. Peterson
- Pain Research & Intervention Center of Excellence (PRICE), University of Florida, Gainesville, FL
- Department of Community Dentistry and Behavioral Science, University of Florida, Gainesville, FL
| | - Lingsong Meng
- Department of Biostatistics, University of Florida, Gainesville, FL
| | - Asha Rani
- Department of Neuroscience, McKnight Brain Institute, University of Florida, Gainesville FL
| | - Zhiguang Huo
- Department of Biostatistics, University of Florida, Gainesville, FL
| | - Thomas C. Foster
- Genetics and Genomics Program, University of Florida, Gainesville Florida
| | - Roger B. Fillingim
- Pain Research & Intervention Center of Excellence (PRICE), University of Florida, Gainesville, FL
- Department of Community Dentistry and Behavioral Science, University of Florida, Gainesville, FL
| | - Yenisel Cruz-Almeida
- Pain Research & Intervention Center of Excellence (PRICE), University of Florida, Gainesville, FL
- Department of Community Dentistry and Behavioral Science, University of Florida, Gainesville, FL
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Morris MC, Goodin BR, Bruehl S, Myers H, Rao U, Karlson C, Huber FA, Nag S, Carter C, Kinney K, Dickens H. Adversity type and timing predict temporal summation of pain in African-American adults. J Behav Med 2023; 46:996-1009. [PMID: 37563499 PMCID: PMC10592130 DOI: 10.1007/s10865-023-00440-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 07/25/2023] [Indexed: 08/12/2023]
Abstract
African Americans are disproportionately exposed to adversity across the lifespan, which includes both stressful and traumatic events. Adversity, in turn, is associated with alterations in pain responsiveness. Racial differences in pain responsiveness among healthy adults are well established. However, the extent to which adversity type and timing are associated with alterations in pain responsiveness among healthy African-American adults is not well understood. The present study included 160 healthy African-American adults (98 women), ages 18 to 45. Outcome measures included pain tolerance and temporal summation of pain to evoked thermal pain. Composite scores were created for early-life adversity (childhood trauma, family adversity) and recent adversity (perceived stress, chronic stress burden). A measure of lifetime racial discrimination was also included. Higher levels of recent adversity were associated with higher temporal summation of pain, controlling for gender, age, and education. Neither early-life adversity nor lifetime racial discrimination were associated with temporal summation of pain. The present findings suggest that heightened temporal summation of pain among healthy African-American adults is associated with exposure to recent adversity events. Improved understanding of how recent adversity contributes to heightened temporal summation of pain in African Americans could help to mitigate racial disparities in pain experiences by identifying at-risk individuals who could benefit from early interventions.
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Affiliation(s)
- Matthew C Morris
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, MS, USA.
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA.
- , 2525 West End Ave, Nashville, TN, 37206, USA.
| | - Burel R Goodin
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, England
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, MO, USA
| | - Stephen Bruehl
- Department of Anesthesiology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Hector Myers
- Department of Psychology, Vanderbilt University, Nashville, TN, USA
| | - Uma Rao
- Department of Psychiatry & Human Behavior and Center for the Neurobiology of Learning and Memory, University of California - Irvine, California, CA, USA
- Children's Hospital of Orange County, Orange, CA, USA
| | - Cynthia Karlson
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, MS, USA
- Department of Pediatrics, Hematology and Oncology, University of Mississippi Medical Center, Jackson, MS, USA
| | - Felicitas A Huber
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, MS, USA
| | - Subodh Nag
- Department of Biochemistry, Cancer Biology, Neuroscience & Pharmacology, Meharry Medical College, Nashville, TN, USA
| | - Chelsea Carter
- Department of Biochemistry, Cancer Biology, Neuroscience & Pharmacology, Meharry Medical College, Nashville, TN, USA
| | - Kerry Kinney
- Department of Psychiatry and Human Behavior, University of Mississippi Medical Center, Jackson, MS, USA
| | - Harrison Dickens
- Department of Psychological Science, University of Arkansas, Fayetteville, AR, USA
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Kumar JE, Kumar N, Chidambaran V, Essandoh M. Not Quite There Yet: Progress in Alleviating Racial Disparities in Acute Surgical Pain Management Using Enhanced Recovery Programs. J Cardiothorac Vasc Anesth 2022; 36:3712-3713. [DOI: 10.1053/j.jvca.2022.05.031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 05/18/2022] [Accepted: 05/21/2022] [Indexed: 11/11/2022]
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