1
|
Gunsilius CZ, Heffner J, Bruinsma S, Corinha M, Cortinez M, Dalton H, Duong E, Lu J, Omar A, Owen LLW, Roarr BN, Tang K, Petzschner FH. SOMAScience: A Novel Platform for Multidimensional, Longitudinal Pain Assessment. JMIR Mhealth Uhealth 2024; 12:e47177. [PMID: 38214952 PMCID: PMC10818247 DOI: 10.2196/47177] [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: 03/13/2023] [Revised: 10/03/2023] [Accepted: 11/30/2023] [Indexed: 01/13/2024] Open
Abstract
Chronic pain is one of the most significant health issues in the United States, affecting more than 20% of the population. Despite its contribution to the increasing health crisis, reliable predictors of disease development, progression, or treatment outcomes are lacking. Self-report remains the most effective way to assess pain, but measures are often acquired in sparse settings over short time windows, limiting their predictive ability. In this paper, we present a new mobile health platform called SOMAScience. SOMAScience serves as an easy-to-use research tool for scientists and clinicians, enabling the collection of large-scale pain datasets in single- and multicenter studies by facilitating the acquisition, transfer, and analysis of longitudinal, multidimensional, self-report pain data. Data acquisition for SOMAScience is done through a user-friendly smartphone app, SOMA, that uses experience sampling methodology to capture momentary and daily assessments of pain intensity, unpleasantness, interference, location, mood, activities, and predictions about the next day that provide personal insights into daily pain dynamics. The visualization of data and its trends over time is meant to empower individual users' self-management of their pain. This paper outlines the scientific, clinical, technological, and user considerations involved in the development of SOMAScience and how it can be used in clinical studies or for pain self-management purposes. Our goal is for SOMAScience to provide a much-needed platform for individual users to gain insight into the multidimensional features of their pain while lowering the barrier for researchers and clinicians to obtain the type of pain data that will ultimately lead to improved prevention, diagnosis, and treatment of chronic pain.
Collapse
Affiliation(s)
- Chloe Zimmerman Gunsilius
- Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, United States
- Neuroscience Graduate Program, Department of Neuroscience, Brown University, Providence, RI, United States
- Warren Alpert Medical School, Brown University, Providence, RI, United States
| | - Joseph Heffner
- Department of Cognitive, Linguistic, and Psychological Sciences, Brown University, Providence, RI, United States
| | - Sienna Bruinsma
- Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, United States
- Department of Neuroscience, Brown University, Providence, RI, United States
| | - Madison Corinha
- Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, United States
| | - Maria Cortinez
- Warren Alpert Medical School, Brown University, Providence, RI, United States
| | - Hadley Dalton
- Center for Computation and Visualization, Brown University, Providence, RI, United States
| | - Ellen Duong
- Center for Computation and Visualization, Brown University, Providence, RI, United States
| | - Joshua Lu
- Center for Computation and Visualization, Brown University, Providence, RI, United States
| | - Aisulu Omar
- Center for Computation and Visualization, Brown University, Providence, RI, United States
| | - Lucy Long Whittington Owen
- Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, United States
| | - Bradford Nazario Roarr
- Center for Computation and Visualization, Brown University, Providence, RI, United States
| | - Kevin Tang
- Industrial Design, Rhode Island School of Design, Providence, RI, United States
| | - Frederike H Petzschner
- Robert J. and Nancy D. Carney Institute for Brain Science, Brown University, Providence, RI, United States
- Department of Psychiatry and Human Behavior, Brown University, Providence, RI, United States
- Center for Digital Health, Brown University, Lifespan, Providence, RI, United States
| |
Collapse
|
2
|
Pain Widespreadedness, and Not Primary Pain Location, is Associated With Comorbid Symptoms in Children With Chronic Pain. Clin J Pain 2023; 39:1-7. [PMID: 36524767 DOI: 10.1097/ajp.0000000000001083] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 10/14/2022] [Indexed: 12/23/2022]
Abstract
OBJECTIVES Pediatric chronic pain represents heterogeneous diagnoses; often, primary pain location informs research classifications and treatment. In contrast, recent research has highlighted the role of widespread pain and this perspective has been adopted in assessments in specialty pediatric pain clinics. The lack of direct comparison between these 2 methods of categorizing pediatric chronic pain may hinder the adoption of evidence-based practices across the spectrum of care. Therefore, this study aimed to compare whether primary pain location or pain widespreadedness is more informative for pain-related symptoms in pediatric chronic pain. METHODS Youth (n=223) between the ages of 8 to 23 years (M=15.93, SD=2.11, 83% female) completed surveys upon intake at the pediatric chronic pain clinic. Free-text entries of primary pain location were coded into categories: headache, abdominal pain, and musculoskeletal pain. Additional domains assessed included widespread pain, pain interference, kinesiophobia, catastrophizing, anxiety, depression, sleep, and fatigue. RESULTS Differences based on primary pain location only emerged for kinesiophobia, F(2150)=8.20, P<0.001, with the highest scores among those with musculoskeletal pain. In contrast, controlling for sex, age, and pain intensity, pain widespreadedness was associated with pain interference, pain catastrophizing, fatigue, anxiety, and depression (P<0.05). DISCUSSION Pain widespreadedness was more consistently associated with pain-related outcomes among pediatric chronic pain patients than primary pain location, and body maps may be useful in determining a nociplastic pain mechanism to inform treatment. Improved assessment of pediatric pain mechanisms may help advance more precise treatment delivery.
Collapse
|
3
|
Senger-Carpenter T, Scott EL, Isaman DJM, Lenko R, Seng J, Ploutz-Snyder R, Robinson-Lane SG, Cofield C, Chen B, Voepel-Lewis T. Biopsychosocial Attributes of Single-region and Multi-region Body Pain During Early Adolescence: Analysis of the ABCD Cohort. Clin J Pain 2022; 38:670-679. [PMID: 36094004 PMCID: PMC9561068 DOI: 10.1097/ajp.0000000000001069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 08/30/2022] [Indexed: 11/26/2022]
Abstract
OBJECTIVES Multi-region pain during adolescence is associated with a higher symptom burden and lower quality of life. The purpose of this study was to describe and compare the biopsychosocial attributes of single-region and multi-region pain among healthy young adolescents. MATERIALS AND METHODS We analyzed data from 10,320 children aged 10.6 to 14 years who self-reported pain in the Adolescent Brain and Cognitive Development Study. Pain was coded as single-region or multi-region based on body map data. RESULTS One in 5 young adolescents indicated recent multi-region pain. Sequential regression supported improved model fit when psychological and sociocultural factors were added to a biological model of pain; however, these models improved the classification of multi-region but not single-region pain. A significant interaction effect of sex and puberty remained constant across models with increased odds of pain at each advancing pubertal stage for both sexes compared with prepuberty, but no difference between girls and boys at late puberty (adjusted odds ratio [OR]=2.45 [1.72, 3.49] and adjusted OR=1.63 [1.20, 2.23], respectively). Psychological factors improved the classification of multi-region pain with significant effects of anxiety, somatic symptoms, and somnolence. Finally, compared with White and non-Hispanic children, Black and Hispanic children were less likely to report pain (adjusted OR=0.70 [0.61, 0.80]; adjusted OR=0.88 [0.78, 0.99], respectively) but had significantly higher pain interference when pain was present (adjusted OR=1.49 [1.29, 1.73] and adjusted OR=1.20 [1.06, 1.35], respectively). DISCUSSION Pain is a biopsychosocial phenomenon, but psychological and sociocultural features may be more relevant for multi-region compared with single-region pain during early adolescence.
Collapse
Affiliation(s)
| | - Eric L. Scott
- Michigan Medicine Department of Pediatrics, The University of Michigan, Ann Arbor, MI 48109
- Michigan Medicine Department of Anesthesiology at The University of Michigan, Ann Arbor, MI 48109
| | - Deanna JM Isaman
- School of Nursing, The University of Michigan, Ann Arbor, MI 48109
| | - Rachel Lenko
- School of Nursing, The University of Michigan, Ann Arbor, MI 48109
| | - Julia Seng
- School of Nursing, The University of Michigan, Ann Arbor, MI 48109
| | | | | | - Cherie Cofield
- School of Nursing, The University of Michigan, Ann Arbor, MI 48109
| | - Bingxin Chen
- School of Nursing, The University of Michigan, Ann Arbor, MI 48109
| | - Terri Voepel-Lewis
- School of Nursing, The University of Michigan, Ann Arbor, MI 48109
- Michigan Medicine Department of Pediatrics, The University of Michigan, Ann Arbor, MI 48109
| |
Collapse
|
4
|
Sleeswijk Visser TSO, van Es EM, Meuffels DE, Verhaar JAN, de Vos RJ. Standardized pain mapping for diagnosing Achilles tendinopathy. J Sci Med Sport 2021; 25:204-208. [PMID: 34753666 DOI: 10.1016/j.jsams.2021.10.010] [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: 03/06/2021] [Revised: 07/19/2021] [Accepted: 10/19/2021] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To assess the level of agreement between patient-reported pain using a standardized pain map and the physician-determined clinical diagnosis of Achilles tendinopathy. DESIGN Cross-sectional study. METHODS Eligible patients were adults visiting a sports physician for symptoms in the Achilles tendon region. Patients completed a digital questionnaire and indicated one location on a pain map where they experienced their pain. The primary outcome measure was level of agreement (% and Kappa coefficient) between patient-reported pain on the pain map and the physician-determined clinical diagnosis (defined as localized pain associated with tendon-loading activities and pain on palpation with or without tendon thickening). The secondary outcome measure was the agreement between the location on the pain map (midportion/insertional region) with the clinical diagnosis of midportion/insertional Achilles tendinopathy. RESULTS 110 patients (mean (SD) age 48 (13), 61% men) with pain in the Achilles region were included. In 102 (93%, Kappa = 0.86, CI 0.78-0.95) patients who indicated pain in the Achilles tendon region on the pain map, the clinical diagnosis of Achilles tendinopathy was made by the sports physician. 82% of the patients had the clinical diagnosis of tendinopathy in the specific region of the tendon they marked on the pain map (Kappa = 0.67, CI 0.54-0.79). CONCLUSIONS There is almost perfect agreement between patient-reported pain on a pain map and a physician-established clinical diagnosis of Achilles tendinopathy. There was substantial agreement between the localization of the pain that was selected by the patient and the diagnosis of insertional/midportion Achilles tendinopathy by the physician. This tool could potentially aid in adequate triage for specialized care and for researchers performing large epidemiological studies.
Collapse
Affiliation(s)
- Tjerk S O Sleeswijk Visser
- Department of Orthopaedic Surgery and Sports Medicine, Erasmus MC University Medical Center, the Netherlands; Leiden University Medical Center, the Netherlands
| | - Eline M van Es
- Department of Orthopaedic Surgery and Sports Medicine, Erasmus MC University Medical Center, the Netherlands
| | - Duncan E Meuffels
- Department of Orthopaedic Surgery and Sports Medicine, Erasmus MC University Medical Center, the Netherlands
| | - Jan A N Verhaar
- Department of Orthopaedic Surgery and Sports Medicine, Erasmus MC University Medical Center, the Netherlands
| | - Robert-Jan de Vos
- Department of Orthopaedic Surgery and Sports Medicine, Erasmus MC University Medical Center, the Netherlands.
| |
Collapse
|
5
|
Incidence of Achilles tendinopathy and associated risk factors in recreational runners: A large prospective cohort study. J Sci Med Sport 2020; 23:448-452. [DOI: 10.1016/j.jsams.2019.12.013] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 12/10/2019] [Accepted: 12/15/2019] [Indexed: 01/03/2023]
|
6
|
Pordanjani SR, Iranpour S, Sabour S. Pain location and widespread pain in youth with orthopaedic conditions: Methodological and statistical issues on reliability analysis. Eur J Pain 2018; 23:198. [DOI: 10.1002/ejp.1316] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2018] [Revised: 08/24/2018] [Accepted: 08/30/2018] [Indexed: 12/18/2022]
Affiliation(s)
- Sajjad Rahimi Pordanjani
- Department of Public Health School of Health Semnan University of Medical Sciences Semnan Iran
- Department of Clinical Epidemiology School of Public Health Shahid Beheshti University of Medical Sciences Tehran Iran
| | - Sohrab Iranpour
- Department of Community Medicine School of Medicine Ardabil University of Medical Sciences Ardabil Iran
- Social Determinants of Health Research Center Ardabil University of Medical Sciences Ardabil Iran
| | - Siamak Sabour
- Department of Clinical Epidemiology School of Public Health Shahid Beheshti University of Medical Sciences Tehran Iran
- Safety Promotion and Injury Prevention Research Center Shahid Beheshti University of Medical Sciences Tehran Iran
| |
Collapse
|
7
|
Foxen-Craft E, Thompson AM, Scott EL, Kullgren KA, Philliben R, Hyman C, Dorta M, Murphy A, Voepel-Lewis T. Authors' reply to the letter to the editor by Sabour. Eur J Pain 2018; 23:199-200. [PMID: 30485576 DOI: 10.1002/ejp.1345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Emily Foxen-Craft
- Division of Pediatric Psychology, Department of Pediatrics, CS Mott Children's Hospital, University of Michigan, Ann Arbor, Michigan
| | - Aleda M Thompson
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | - Eric L Scott
- Division of Pediatric Psychology, Department of Pediatrics, CS Mott Children's Hospital, University of Michigan, Ann Arbor, Michigan.,Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| | - Kristin A Kullgren
- Division of Pediatric Psychology, Department of Pediatrics, CS Mott Children's Hospital, University of Michigan, Ann Arbor, Michigan
| | | | | | | | - Anne Murphy
- Department of Pediatrics, CS Mott Children's Hospital, University of Michigan, Ann Arbor, Michigan
| | - Terri Voepel-Lewis
- Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan
| |
Collapse
|