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Baldwin E, Zhou J, Luo W, Hooten WM, Fan JW, Li H. Sociodemographically Differential Patterns of Chronic Pain Progression Revealed by Analyzing the All of Us Research Program Data. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2024.11.03.24316684. [PMID: 40093257 PMCID: PMC11908314 DOI: 10.1101/2024.11.03.24316684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
The differential progression of ten chronic overlapping pain conditions (COPC) and four comorbid mental disorders across demographic groups have rarely been reported in the literature. To fill in this gap, we conducted retrospective cohort analyses using All of Us Research Program data from 1970 to 2023. Separate cohorts were created to assess the differential patterns across sex, race, and ethnicity. Logistic regression models, controlling for demographic variables and household income level, were employed to identify significant sociodemographic factors associated with the differential progression from one COPC or mental condition to another. Among the 139 frequent disease pairs, we identified group-specific patterns in 15 progression pathways. Black or African Americans with a COPC condition had a significantly increased association in progression to other COPCs (CLBP->IBS, CLBP->MHA, or IBS->MHA, OR≥1.25, adj.p≤4.0x10-3) or mental disorders (CLBP->anxiety, CLBP->depression, MHA->anxiety, MHA->depression, OR≥1.25, adj.p≤1.9x10-2) after developing a COPC. Females had an increased likelihood of chronic low back pain after anxiety and depression (OR≥1.12, adj.p≤1.5x10-2). Additionally, the lowest income bracket was associated with an increased risk of developing another COPC from a COPC (CLBP->MHA, IBS->MHA, MHA->CLBP, or MHA->IBS, OR≥1.44, adj.p≤2.6x10-2) or from a mental disorder (depression->MHA, depression->CLBP, anxiety->CLBP, or anxiety->IBS, OR≥1.50, adj.p≤2.0x10-2), as well as developing a mental disorder after a COPC (CLBP->depression, CBLP->anxiety, MHA->anxiety, OR=1.37, adj.p≤1.6x10-2). To our knowledge, this is the first study that unveils the sociodemographic influence on COPC progression. These findings suggest the importance of considering sociodemographic factors to achieve optimal prognostication and preemptive management of COPCs.
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Affiliation(s)
- Edwin Baldwin
- Department of Biosystems Engineering, University of Arizona, Tucson AZ USA 85721
| | - Jin Zhou
- Department of Biostatistics, University of California at Los Angeles, Los Angeles, CA USA 90095
| | - Wenting Luo
- Statistics and Data Science Graduate Interdisciplinary Program, University of Arizona, Tucson AZ USA 85721
| | - W Michael Hooten
- Division of Pain Medicine, Department of Anesthesiology. Mayo Clinic, Rochester, MN USA 55905
| | - Jungwei W Fan
- Department of Artificial Intelligence & Informatics. Mayo Clinic, Rochester, MN 55905
| | - Haiquan Li
- Department of Biosystems Engineering, University of Arizona, Tucson AZ USA 85721
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White CS. Unique Considerations in Episodic Migraine: Underserved Populations. Curr Pain Headache Rep 2023; 27:503-509. [PMID: 37610506 DOI: 10.1007/s11916-023-01152-z] [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] [Accepted: 07/17/2023] [Indexed: 08/24/2023]
Abstract
PURPOSE OF REVIEW Episodic migraine is a common and disabling neurological disorder that is underdiagnosed and undertreated. Additional barriers are put in place for those who belong to an underserved population. This could be based on race, ethnicity, gender, sexual orientation, or socioeconomic status. RECENT FINDINGS There has been a lot of interest in understanding the extent of these disparities, but studies for many of these groups are lacking. More work is needed to understand the disparities and needs of underserved populations. Most of the literature has been done for Black populations but there are many other underserved communities that need assessment and intervention. The healthcare community needs to take action to improve support for populations with a higher incidence of migraine and disability, yet a lower rate of diagnosis and treatment. Some recommendations include awareness of biases, systemic changes, education, and including diverse populations in research and training.
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Affiliation(s)
- Courtney S White
- Thomas Jefferson University, 901 Walnut St #400, Philadelphia, PA, 19107, USA.
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Booker SQ, Baker TA, Esiaka D, Minahan JA, Engel IJ, Banerjee K, Poitevien M. A historical review of pain disparities research: Advancing toward health equity and empowerment. Nurs Outlook 2023; 71:101965. [PMID: 37023670 PMCID: PMC11198876 DOI: 10.1016/j.outlook.2023.101965] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 02/28/2023] [Accepted: 03/05/2023] [Indexed: 04/07/2023]
Abstract
BACKGROUND AND PURPOSE This theory-guided review draws on 30 years of published data to examine and interrogate the current and future state of pain disparities research. METHODS Using the Hierarchy of Health Disparity Research framework, we synthesize and present an overview of "three generations" of pain disparities scholarship, while proposing directions for adopting a "fourth generation" that redefines, explains, and theorizes future pain disparities research in a diverse society. DISCUSSION Prior research has focused on describing the scope of disparities, and throughout the historical context of human existence, racialized groups have been subjected to inadequate pain care. It is imperative that research not only illuminates existing problems but also provides solutions that can be implemented and sustained across varying social milieus. CONCLUSION We must invest in new theoretical models that expand on current perspectives and ideals that position all individuals at the forefront of justice and equity in their health.
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Affiliation(s)
- Staja Q Booker
- College of Nursing, The University of Florida, Gainesville, FL.
| | - Tamara A Baker
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Darlingtina Esiaka
- Department of Family Medicine and Community Health, Rutgers University, Newark, NJ
| | | | - Ilana J Engel
- Department of Psychology, The University of Kansas, Lawrence, KS
| | - Kasturi Banerjee
- Department of Psychology, The University of Kansas, Lawrence, KS
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Ashina M, Lanteri-Minet M, Ettrup A, Christoffersen CL, Josiassen MK, Phul R, Sperling B, Pozo-Rosich P. Efficacy and safety of eptinezumab for migraine prevention in patients with prior preventive treatment failures: subgroup analysis of the randomized, placebo-controlled DELIVER study. Cephalalgia 2023; 43:3331024231170807. [PMID: 37125484 DOI: 10.1177/03331024231170807] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
BACKGROUND Migraine is a disabling neurological disease adversely affecting many aspects of life. Most patients are still required to have failed several older oral preventive therapies before being reimbursed for a preventive, migraine-specific anti-calcitonin gene-related peptide treatment. In the 24-week placebo-controlled portion of DELIVER, eptinezumab was shown to reduce migraine frequency and resulted in higher migraine responder rates compared with placebo in patients with two to four previous preventive treatment failures. This subgroup analysis assessed if demographic or clinical characteristics were associated with differences in preventive benefits. METHODS Migraine frequency reductions and responder rates (i.e., the proportion of patients reaching a ≥50% and ≥75% reduction in monthly migraine days relative to baseline) were determined in the total population and predefined subgroups by sex, age, migraine frequency (chronic migraine, episodic migraine, high-frequency episodic migraine, low-frequency episodic migraine), medication overuse, medication-overuse headache, and previous preventive treatment failures (2, >2). The primary endpoint was change from baseline in monthly migraine days over weeks 1-12. RESULTS Eptinezumab 100 and 300 mg reduced monthly migraine days more than placebo over weeks 1-12 (-4.8 and -5.3 vs -2.1, respectively; p < 0.0001). In most subgroups, eptinezumab-treated patients demonstrated larger monthly migraine days reductions from baseline over weeks 1-12 than patients receiving placebo, with reductions maintained or increased over weeks 13-24. For ≥50% and ≥75% migraine responder rates, the odds ratios versus placebo all numerically favored eptinezumab. CONCLUSION Eptinezumab had larger monthly migraine days reductions and higher responder rates than placebo across clinically relevant subgroups showing that, across different demographic populations and clinical characteristics, eptinezumab is effective in patients with migraine and prior preventive treatment failures.Trial Registration: ClinicalTrials.gov (Identifier: NCT04418765).
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Affiliation(s)
- Messoud Ashina
- Danish Headache Center, Rigshospitalet Glostrup, University of Copenhagen, Copenhagen, Denmark
| | - Michel Lanteri-Minet
- Pain Department and FHU InovPain, Centre Hospitalier Universitaire de Nice, Nice, France
- INSERM U1107 Migraine and Trigeminal Pain, Auvergne University, Clermont-Ferrand, France
| | | | | | | | | | | | - Patricia Pozo-Rosich
- Headache Unit, Neurology Department, Vall d'Hebron University Hospital, Barcelona, Spain
- Headache and Neurological Pain Research Group, Vall d'Hebron Research Institute, Department de Medicina, Universitat Autonoma de Barcelona, Barcelona, Spain
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Vgontzas A, Loder E. Addressing inequities in headache care by embedding services in a community health center in Boston, MA. Headache 2022; 62:1416-1418. [PMID: 36322009 DOI: 10.1111/head.14408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 09/14/2022] [Accepted: 09/15/2022] [Indexed: 12/14/2022]
Abstract
There is a critical need to diagnose and treat headache disorders in primary care settings. This is especially true for those who face systemic barriers to healthcare access due to racism or poverty. In order to target those at higher risk of disability associated with neurologic disease in our healthcare system, we embedded a specialized headache and neurology clinic within the Brigham and Women's Hospital Southern Jamaica Plain Community Health Center in Boston, MA. The goal was to create a sustainable, integrated clinic consistent with the CHC's racial justice mission, with an emphasis on equitable care, awareness of structural barriers to care, improved communication with primary care and inclusion of trainees as important members of a healthcare team. In its' first year, the clinic had over 400 patient visits, with a near-perfect rate of completion of consults. In addition to improved access to tertiary care headache services, successes have included improving continuity of care, cultivating a model of shared care with primary care practitioners and stimulating interest in headache medicine among staff and trainees. Challenges have included the use of staff time to complete prior authorizations, and the need to find or develop Spanish-language and culturally appropriate patient educational resources. By providing care within the patient's medical home, the headache specialist gains a deeper appreciation of a patient's social determinants of health and can readily access resources to navigate barriers. The personal and professional fulfillment that headache specialists may experience while doing this important work could help protect against burnout. Sustainability depends on ensuring equitable provider reimbursement; departmental and institutional support is essential. We believe this clinic can serve as a model for specialists throughout the United States who wish to improve the delivery of care to patient populations who face access barriers.
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Affiliation(s)
- Angeliki Vgontzas
- Graham Headache Center, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Elizabeth Loder
- Graham Headache Center, Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Hartford EA, Blume H, Barry D, Hauser Chatterjee J, Law E. Disparities in the emergency department management of pediatric migraine by race, ethnicity, and language preference. Acad Emerg Med 2022; 29:1057-1066. [PMID: 35726699 DOI: 10.1111/acem.14550] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 05/25/2022] [Accepted: 06/16/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND There are disparities in pain management for children presenting to the emergency department (ED) according to their racial and ethnic backgrounds. It is not known if there are differences in the treatment of pain associated with pediatric migraines by race, ethnicity, and language for care (REaL). METHODS We analyzed treatment patterns and outcomes in our ED for acute migraine in pediatric patients by REaL. Retrospective data on treatments, length of stay (LOS), and charges were collected from the electronic medical record for pediatric patients on the ED migraine pathway from October 2016 to February 2020. Patient race/ethnicity and language for care were self-reported at registration. We analyzed two treatment groups: receipt of oral (PO) or intranasal (IN) medications only or intravenous (IV) ± IN/PO medications. A total of 833 patients (median age 14.8 years, interquartile range [IQR] 12.3-16.5 years; 67% female, 51% non-Hispanic White (nHW), 23% Hispanic, 8.3% Black or African American, 4.3% Asian) were included. A total of 287 received PO/IN medications only and 546 received IV medications. RESULTS Initial pain scores in the two groups were similar. Patients who were Asian, Black or African American, and Hispanic or had a language for care other than English (LOE) had significantly lower odds of receiving IV treatment, while patients who were nHW and preferred English had higher odds of receiving IV treatment. The IV treatment group had longer LOS and ED charges. Pediatric ED patients with migraine who were Black, Asian, and Hispanic or had a LOE had a decreased likelihood of receiving IV therapies while patients who were nHW were more likely to receive IV treatments, despite similar initial pain scores. CONCLUSIONS These data align with previous studies on pain management disparities and highlight another area where we must improve equity for patients in the ED.
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Affiliation(s)
- Emily A Hartford
- Pediatric Emergency Medicine, University of Washington, Seattle, Washington, USA
| | - Heidi Blume
- Pediatric Neurology, Seattle Children's Hospital, University of Washington, Seattle, Washington, USA
| | - Dwight Barry
- Clinical Analytics, Seattle Children's Hospital, Seattle, Washington, USA
| | - Jessica Hauser Chatterjee
- Pediatric Neurology, Seattle Children's Hospital, University of Washington, Seattle, Washington, USA
| | - Emily Law
- Center for Child Health, Behavior & Development, University of Washington, Anesthesiology & Pain Medicine, & Seattle Children's Research Institute, Seattle, Washington, USA
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Charleston L, Savage-Edwards B, Bragg SM, Baygani SK, Dennehy EB. Migraine history and response to lasmiditan across racial and ethnic groups. Curr Med Res Opin 2022; 38:721-730. [PMID: 35350937 DOI: 10.1080/03007995.2022.2057152] [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] [Indexed: 11/03/2022]
Abstract
OBJECTIVE The robust enrollment in SPARTAN and SAMURAI provided the opportunity to present post-hoc descriptive details on migraine disease characteristics and treatment outcomes after treatment with lasmiditan, a selective serotonin (5-HT1F) receptor agonist, in racial and ethnic subgroups. METHODS Descriptive data from racial (White [W](n = 3471) and Black or African American [AA](n = 792)) and ethnic (Hispanic or Latinx [HL](n = 775) and Non-Hispanic or Latinx [Non-HL](n = 3637)) populations are presented on pooled data from two double-blind, placebo-controlled, randomized Phase 3 studies (SAMURAI [NCT02439320] and SPARTAN [NCT2605174]). Patients were treated with lasmiditan (50 (SPARTAN only), 100, or 200 mg) or placebo for a single migraine attack of moderate-to-severe intensity. Efficacy data were recorded in an electronic diary at baseline, 30, 60, 90, and 120 min. Safety was evaluated and reported by occurrences of adverse events. RESULTS Clinical characteristics were generally similar across populations. W participants had longer migraine history than AA participants, and Non-HL participants had more migraine disability than HL participants. In the lasmiditan single-attack studies, AA participants waited longer than W participants to take study drug. A higher proportion of HL participants rated baseline migraine severity as severe compared to Non-HL participants. Response to lasmiditan was similar across racial and ethnic groups, including pain response, freedom from most bothersome symptom and migraine-related disability, and safety and tolerability. Across multiple outcomes, AA and HL participants tended to report more positive outcomes. CONCLUSIONS There were few differences in demographic and clinical characteristics across racial and ethnic groups. Similar lasmiditan efficacy and safety outcomes were observed in AA versus W participants, and in HL versus Non-HL participants. Small observed differences may be driven by a tendency toward a more positive response observed across all treatment groups by AA and HL participants.
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Affiliation(s)
- Larry Charleston
- Department of Neurology and Ophthalmology, Michigan State University College of Human Medicine, East Lansing, MI, USA
| | | | | | | | - Ellen B Dennehy
- Eli Lilly and Company, Indianapolis, IN, USA
- Department of Psychological Sciences, Purdue University, West Lafayette, IN, USA
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A Review of Underserved and Vulnerable Populations in Headache Medicine in the United States: Challenges and Opportunities. Curr Pain Headache Rep 2022; 26:415-422. [DOI: 10.1007/s11916-022-01042-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/13/2022] [Indexed: 11/03/2022]
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