ArticleBrain : a journal of neurology2021
Socioeconomic disparity is associated with faster retinal neurodegeneration in multiple sclerosis.
Article in Brain : a journal of neurology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
16 citing papers in PubMed, 31 citations in OpenAlex.
- Accelerated metabolomic aging and its association with social determinants of health in multiple sclerosis.Multiple sclerosis (Houndmills, Basingstoke, England) · 2026Article
- The Role of Lifestyle Factors in Multiple Sclerosis: An Integrative Perspective.Brain sciences · 2026Review
- The Interplay of Neighborhood Deprivation, Race, and Multiple Sclerosis.Ethnicity & disease · 2026Article
- Review
- A portable retina fundus photos dataset for clinical, demographic, and diabetic retinopathy prediction.Scientific data · 2025Article
- Oculomics meets exposomics: a roadmap for applying multi-modal ocular biomarkers in precision environmental health research.Exposome · 2025Review
- Descriptive Analysis of Health Disparities Between Black and White People With Multiple Sclerosis in the Deep South.International journal of MS care · 2024Article
- The Immunometabolic Gene N-Acetylglucosamine Kinase Is Uniquely Involved in the Heritability of Multiple Sclerosis Severity.International journal of molecular sciences · 2024Article
- Premorbid Sociodemographic Status and Multiple Sclerosis Outcomes in a Universal Health Care Context.JAMA network open · 2023Observational
- Multiple Sclerosis Pathogenesis and Updates in Targeted Therapeutic Approaches.Current allergy and asthma reports · 2023Review
- Economic and Social Standing of Individuals in Iran Diagnosed with Multiple Sclerosis.Archives of Iranian medicine · 2023Article
- Article
- A narrative review of neuro-ophthalmologic disease in African Americans and Hispanics with multiple sclerosis.Therapeutic advances in chronic disease · 2023Review
- Understanding humoral immunity and multiple sclerosis severity in Black, and Latinx patients.Frontiers in immunology · 2023Review
- Social determinants of health in multiple sclerosis.Nature reviews. Neurology · 2022Review
- Differences in Age-related Retinal and Cortical Atrophy Rates in Multiple Sclerosis.Neurology · 2022Article
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11 authors at 1 institution in 1 country.
Funding
Abstract
Disease course in multiple sclerosis is notably heterogeneous, and few prognostic indicators have been consistently associated with multiple sclerosis severity. In the general population, socioeconomic disparity is associated with multimorbidity and may contribute to worse disease outcomes in multiple sclerosis. Herein, we assessed whether indicators of socioeconomic status are associated with disease progression in patients with multiple sclerosis using highly sensitive imaging tools such as optical coherence tomography, and determined whether differential multiple sclerosis management or comorbidity mediate any observed socioeconomic status-associated effects. We included 789 participants with longitudinal optical coherence tomography and low contrast letter acuity (at 1.25 and 2.5%) in whom neighbourhood- (derived via nine-digit postal codes) and participant-level socioeconomic status indicators were available ≤10 years of multiple sclerosis symptom onset. Sensitivity analyses included participants with socioeconomic status indicators available ≤3years of symptom onset (n = 552). Neighbourhood-level indicators included state and national area deprivation indices, median household income and the Agency for Healthcare Research and Quality (AHRQ) Socioeconomic Status Index. Participant-level indicators included education level. Biannual optical coherence tomography scans were segmented to quantify thickness of the composite macular ganglion cell+inner plexiform (GCIPL) layer. We assessed the association between socioeconomic status indicators and GCIPL atrophy or low contrast letter acuity loss using mixed models adjusting for demographic (including race and ethnicity) and disease-related characteristics. We also assessed socioeconomic status indicators in relation to multiple sclerosis therapy changes and comorbidity risk using survival analysis. More disadvantaged neighbourhood-level and patient-level socioeconomic status indicators were associated with faster retinal atrophy. Differences in rate of GCIPL atrophy for individuals in the top quartile (most disadvantaged) relative to the bottom quartile (least) for state area deprivation indices were -0.12 µm/year faster [95% confidence interval (CI): -0.19, -0.04; P = 0.003], for national area deprivation indices were -0.08 µm/year faster (95% CI: -0.15, -0.005; P = 0.02), for household income were -0.11 µm/year faster (95% CI: -0.19, -0.03; P = 0.008), for AHRQ Socioeconomic Status Index were -0.12 µm/year faster (95% CI: -0.19, -0.04) and for education level were -0.17 µm/year faster (95% CI: -0.26, -0.08; P = 0.0002). Similar associations were observed for socioeconomic status indicators and low contrast letter acuity loss. Lower socioeconomic status was associated with higher risk of incident comorbidity during follow-up. Low socioeconomic status individuals had faster rates of therapy escalation, suggesting the association between socioeconomic status and GCIPL atrophy may not be explained by differential contemporaneous multiple sclerosis therapy management. In conclusion, socioeconomic disparity is associated with faster retinal neurodegeneration in multiple sclerosis. As low socioeconomic status was associated with a higher risk of incident comorbidities that may adversely affect multiple sclerosis outcomes, comorbidity prevention may mitigate some of the unfavourable socioeconomic status-associated consequences.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.