Evidence map›Paper›PMID 42732064›Full record

ArticleBMC oral health2026

Mandibular trabecular fractal dimension in individuals with type 2 diabetes and hypertension: a retrospective cross-sectional panoramic radiography study.

Burak İncebeyaz

Abstract read
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Article in BMC oral health, 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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

1 author.

Burak İncebeyazDepartment of Oral and Maxillofacial Radiology, Faculty of Dentistry, Ankara Medipol University, Ankara, Turkey. burak.incebeyaz@ankaramedipol.edu.tr.ORCID 0000-0001-5457-8375

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThis study evaluated mandibular trabecular bone microarchitecture in individuals with Type 2 diabetes and hypertension using fractal dimension analysis on panoramic radiographs, comparing findings with healthy controls.

methodsThis retrospective study included 156 individuals (Control: 43, Hypertension: 63, Diabetes: 50). Fractal dimension was measured on mandibular molar regions using the box-counting algorithm. Age-related confounding effects were adjusted for using Analysis of Covariance. Intra-observer reliability was assessed via Intra-Class Correlation Coefficient.

resultsGender distribution was similar across groups, but controls were younger. After statistical age adjustment, systemic diseases impacted fractal dimension values. Age-adjusted fractal dimension averages for the diabetes (1.409) and hypertension (1.407) groups were higher than the control group (1.386). Intra-observer reliability was excellent.

conclusionsType 2 diabetes was significantly associated with higher microarchitectural complexity in mandibular trabecular bone, whereas the increase in the hypertension group did not reach statistical significance. Fractal analysis on routine panoramic radiographs may serve as an adjunctive non-invasive clinical tool to assess these systemic effects, though these preliminary findings require validation with established reference methods.

Indexed as

Cancellous BoneDiabetes Mellitus, Type 2FractalsHypertensionMandibleRadiography, PanoramicAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedRetrospective StudiesBone microarchitecturebone qualityJawbonesPanoramic radiographyRadiomorphometryType 2 diabetes mellitus

Identifiers

PMID42732064
PMCPMC13570501

What Socratic holds

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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.