Scientific article
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English

Orthogeriatric Fracture Syndrome : A Large-Scale Bibliometric Analysis of a Proposed Concept for Cross-Disciplinary Awareness and Coordinated Care

Published inJournal of clinical medicine, vol. 15, no. 8, 3105
Publication date2026-04-18
First online date2026-04-18
Abstract

Background/Objectives : Older patients with fractures often present with a complex interplay of factors associated with frailty and functional decline. The emerging concept of Orthogeriatric Fracture Syndrome (OFS) aims to characterize these distinct relationships of pathologies and outcomes. Despite increasing recognition of OFS in clinical practice, due to the distributed nature of fragility factors across medical disciplines, it remains poorly defined in the literature.

Methods : We used large-scale text mining of 26 million PubMed abstracts to quantify the occurrence and interrelationship of OFS-related concepts across all disciplines in biomedical research.

Results : OFS terms were more prevalent in fragility fractures than in other fracture types, particularly osteoporosis (0.52 vs. 0.09, p < 0.05). In pairwise keyword correlation (Pearson φ), the correlations presented between OFS keywords are comparable to the ones in the more established metabolic syndrome (e.g., φ = 0.07 between stroke and hypertension, p < 0.05). For OFS, osteoporosis emerged as the central node linking OFS outcomes and pathologies, correlating with fragility fracture (φ = 0.176, p < 0.05) and sarcopenia (φ = 0.03, p < 0.05). Sarcopenia in turn correlated with gait (φ = 0.04, p < 0.05), malnutrition (φ = 0.05, p < 0.05), and frailty (φ = 0.032, p < 0.05). Old age keywords showed substantially higher association with OFS keywords (e.g., φ = 0.06 for elderl* and hip fracture, p < 0.05) than with metabolic syndrome terms (elderl* and insulin resistance, p > 0.05).

Conclusions : Overall, the analysis showed statistically significant associations between keywords representing OFS outcomes, pathologies and old age. The combined occurrence of osteoporosis, sarcopenia, frailty and risk of falls may help conceptually identify older adults at risk and inform preventive measures. This large-scale bibliometric analysis supports OFS as a conceptually coherent, proposed theoretical framework for cross-disciplinary awareness and coordinated care, with a literature-level organizational pattern comparable to metabolic syndrome, however, pending prospective clinical validation. This study reframes fragility fractures as the endpoint of a broader, potentially modifiable risk constellation and underscores the need for further clinical and epidemiological validation.

Keywords
  • Correlation
  • Frailty
  • Hip fracture
  • Interdisciplinary
  • Large-scale text mining
  • Orthogeriatric fracture syndrome
Citation (ISO format)
BISSOTO, Alceu et al. Orthogeriatric Fracture Syndrome : A Large-Scale Bibliometric Analysis of a Proposed Concept for Cross-Disciplinary Awareness and Coordinated Care. In: Journal of clinical medicine, 2026, vol. 15, n° 8, p. 3105. doi: 10.3390/jcm15083105
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Identifiers
Additional URL for this publicationhttps://www.mdpi.com/2077-0383/15/8/3105
Journal ISSN2077-0383
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Technical informations

Creation13/07/2026 13:21:40
First validation10/08/2026 08:30:39
Update10/08/2026 08:30:39
Status update10/08/2026 08:30:39
Last indexation10/08/2026 08:30:41
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