Evidence map›Paper›PMID 41899318›Full record

ReviewJournal of clinical medicine2026

Managing Osteoarthritis Pain in Underrepresented Populations: Insights from Mexico and Latin America.

Mónica Vázquez-Del Mercado, Patricia Anaid Romero-García, Pallavi Bhattaram, Carlos Edgardo Mendoza-Díaz, Sergio Ramirez-Perez

Abstract readReview
In one paragraph

Review in Journal of clinical medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Mónica Vázquez-Del MercadoInstituto de Investigación en Reumatología y del Sistema Músculo-Esquelético (IIRSME), Centro Universitario de Ciencias de Salud (CUCS), Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico.
Patricia Anaid Romero-GarcíaÁrea de Columna Vertebral, Unidad de Especialidades Ortopédicas (Ueso), Hospital Puerta de Hierro Andares, Zapopan 45118, Jalisco, Mexico.ORCID 0009-0000-5595-2939
Pallavi BhattaramEmory Musculoskeletal Institute, Emory University School of Medicine, Atlanta, GA 30329, USA.ORCID 0000-0002-9017-6936
Carlos Edgardo Mendoza-DíazSchool of Medicine, International Program, Universidad Autónoma de Guadalajara, Zapopan 45129, Jalisco, Mexico.
Sergio Ramirez-PerezInstituto de Investigación en Reumatología y del Sistema Músculo-Esquelético (IIRSME), Centro Universitario de Ciencias de Salud (CUCS), Universidad de Guadalajara, Guadalajara 44340, Jalisco, Mexico.

Funding

National Council of Humanities, Science, and Technology (CONAHCYT-Mexico) NA
6 · The paper itself

Abstract

Osteoarthritis (OA) has emerged as a significant public health crisis in Latin America, with prevalence rates in Mexico doubling over the last two decades. Despite this growing burden, current management in underrepresented populations -defined here as groups facing structural barriers to care, including rural or remote communities, uninsured individuals, and socioeconomically disadvantaged groups -is hindered by a critical mismatch between international guidelines and regional healthcare realities. This narrative review, synthesized under the SANRA framework, evaluates the last 20 years of evidence to address the structural and clinical barriers that sustain a 50% diagnostic gap at the primary care level and high rates of inadequate pain relief. Using Mexico as a primary case study, we move beyond conventional symptomatic treatment to explore the complex interplay of central sensitization, neuroinflammation, and metabolic phenotypes, factors often overlooked in standardized protocols. By identifying the limitations of current pharmacological reliance and the underutilization of non-pharmacological interventions, this work proposes a strategic shift toward a multidisciplinary, patient-centered model. We outline a translational roadmap that integrates multi-omic research with personalized therapeutic strategies, emphasizing the need for evidence-based clinical practice guidelines tailored to the socioeconomic and genetic contexts of Latin American patients. Ultimately, this review serves as a call to action to bridge the healthcare disparity gap, offering a framework for innovative, integrative care to transform long-term clinical outcomes in developing healthcare systems.

Indexed as

healthcare disparitiesMexico and Latin Americamultidisciplinary healthcare modelsosteoarthritis managementpain relief strategiespersonalized medicine

Identifiers

PMID41899318
PMCPMC13026629

What OpenQuestion holds

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Registered trials

None linked

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.