Evidence map›Paper›PMID 42599598›Full record

ArticleArchives of osteoporosis2026

Burden and temporal trends attributable to low bone mineral density in Mexico, 1990-2023: a global burden of disease analysis.

Pamela Munguía-Realpozo, Claudia Mendoza-Pinto, Ivet Etchegaray-Morales, Edith Ramírez-Lara, Miguel Ángel Saavedra-Salinas, Elizabeth Suárez-Belmont, Gustavo López-Gasca, Jorge Ayón-Aguilar, Máximo Alejandro García-Flores

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Article in Archives of osteoporosis, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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.

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Pamela Munguía-Realpozo *Departamento de Reumatología, Facultad de Medicina, Benemérita Universidad Autónoma de Puebla, Puebla, Mexico.ORCID http://orcid.org/0000-0002-6967-7939
Claudia Mendoza-Pinto *Departamento de Reumatología, Facultad de Medicina, Benemérita Universidad Autónoma de Puebla, Puebla, Mexico. cmendozap.26@gmail.com.ORCID http://orcid.org/0000-0002-5101-7705
Ivet Etchegaray-MoralesDepartamento de Reumatología, Facultad de Medicina, Benemérita Universidad Autónoma de Puebla, Puebla, Mexico.ORCID http://orcid.org/0000-0002-5857-4299
Edith Ramírez-LaraUnidad de Enfermedades Reumáticas y Autoinmunes Sistémicas, Unidad Médica de Alta Especialidad - Centro de Investigación Biomédica de Oriente, Instituto Mexicano del Seguro Social, Puebla, Mexico.ORCID http://orcid.org/0000-0002-7624-3696
Miguel Ángel Saavedra-SalinasDivisión de Investigación en Salud, Hospital de Especialidades Dr. Antonio Fraga Mouret, UMAE, Centro Médico Nacional La Raza, Instituto Mexicano del Seguro Social, Ciudad de Mexico, Mexico.ORCID http://orcid.org/0000-0003-0687-9944
Elizabeth Suárez-BelmontUnidad de Enfermedades Reumáticas y Autoinmunes Sistémicas, Unidad Médica de Alta Especialidad - Centro de Investigación Biomédica de Oriente, Instituto Mexicano del Seguro Social, Puebla, Mexico.ORCID http://orcid.org/0009-0006-5365-4747
Gustavo López-GascaDivisión de Investigación en Salud, Hospital de Especialidades Dr. Antonio Fraga Mouret, UMAE, Centro Médico Nacional La Raza, Instituto Mexicano del Seguro Social, Ciudad de Mexico, Mexico.ORCID http://orcid.org/0009-0000-7440-3572
Jorge Ayón-AguilarCoordinación de Investigación en Salud, Instituto Mexicano del Seguro Social, Puebla, Mexico.ORCID http://orcid.org/0000-0001-9704-8032
Máximo Alejandro García-FloresCoordinación de Investigación en Salud, Instituto Mexicano del Seguro Social, Puebla, Mexico.ORCID http://orcid.org/0000-0002-5028-9178

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Low bone mineral density contributes to fractures and injury-related disability. Using Global Burden of Disease 2023 estimates for Mexico (1990-2023), we found rising total burden but declining age-standardised rates, with disability becoming increasingly important and a recent uptick in non-fatal outcomes. Strengthening fracture prevention is needed in ageing populations.

backgroundLow bone mineral density (LBMD) is a modifiable risk factor for fractures and other injury-related outcomes; however, contemporary national estimates for Mexico remain limited, constraining policy planning and prevention priorities.

methodsWe conducted a secondary analysis of Mexico-specific Global Burden of Disease (GBD) 2023 estimates obtained from the IHME GBD Results Platform for adults aged ≥ 40 years from 1990 to 2023. We summarised all-age counts and age-standardised rates (ASRs) per 100,000 for deaths, disability-adjusted life years (DALYs), years of life lost (YLLs), and years lived with disability (YLDs). Population exposure to LBMD was assessed using the summary exposure value (SEV). Temporal trends were evaluated using joinpoint regression, reporting annual percentage change (APC) and average APC (AAPC) with 95% CIs.

resultsFrom 1990 to 2023, all-age deaths increased from 2,962.99 to 4,042.72 and DALYs from 183,439.82 to 344,078.31, driven mainly by rising YLDs (116,520.80 to 255,652.37). Despite rising counts, ASRs declined: the age-standardised death rate decreased from 7.41 to 3.06 per 100,000, and the age-standardised DALY rate decreased from 422.13 to 247.52. Overall, AAPCs indicated sustained declines for mortality (- 2.7%) and YLLs (- 2.5%), while DALYs decreased more modestly (AAPC - 1.6%), with a recent post-2020 increase in DALYs (APC 3.7%/year) and YLDs (APC 5.2%/year). SEV decreased modestly from 20.80 in 1990 to 18.78 in 2023 and remained consistently higher in females than males. In descriptive time-series analyses, the Sociodemographic Index showed inverse co-movement with LBMD-attributable ASRs (mortality rₛ =  - 0.998; DALYs rₛ =  - 0.994; YLLs rₛ =  - 0.999; YLDs rₛ =  - 0.950; all p < 0.001).

conclusionsMexico experienced rising absolute LBMD-attributable burden alongside declining age-standardised rates, with disability becoming increasingly prominent. These findings support strengthening fracture risk assessment, fall-prevention strategies, and post-fracture secondary prevention among Mexico's ageing population.

Indexed as

Bone DensityGlobal Burden of DiseaseOsteoporosisAdultAgedAged, 80 and overDisability-Adjusted Life YearsFemaleHumansMaleMexicoMiddle AgedQuality-Adjusted Life YearsFragility fracturesGlobal Burden of DiseaseLow bone mineral densityMexicoOsteoporosis

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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 Socratic graph.