Evidence map›Paper›PMID 42659435›Full record

ArticleEinstein (Sao Paulo, Brazil)2026

Screening for undiagnosed hyperglycemia in patients with periodontitis: a cross-sectional study.

Fernanda Neves Amarante Gouveia, Paola Elizabete Bezerra da Silva Galvão, Aline Roberta Oliveira da Silva, Manoela Almeida Santos da Figueira, Júlia Bello Junqueira Ribeiro, Rafael Scaf de Molon, Mariana Fampa Fogacci, Davi da Silva Barbirato

Abstract read
In one paragraph

Article in Einstein (Sao Paulo, Brazil), 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

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Fernanda Neves Amarante GouveiaDental School, Faculdade Pernambucana de Saúde, Recife, PE, Brazil.ORCID http://orcid.org/0009-0000-4217-1922
Paola Elizabete Bezerra da Silva GalvãoDental School, Faculdade Pernambucana de Saúde, Recife, PE, Brazil.ORCID http://orcid.org/0009-0000-8960-1141
Aline Roberta Oliveira da SilvaDepartment of Clinical and Preventive Dentistry, Universidade Federal de Pernambuco, Recife, PE, Brazil.ORCID http://orcid.org/0009-0003-8741-3456
Manoela Almeida Santos da FigueiraDental School, Faculdade Pernambucana de Saúde, Recife, PE, Brazil.ORCID http://orcid.org/0000-0002-7963-1264
Júlia Bello Junqueira RibeiroDepartment of Public Health, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil.ORCID http://orcid.org/0009-0000-8563-7913
Rafael Scaf de MolonDepartment of Diagnostic and Surgery, Faculdade de Odontologia, Universidade Estadual Paulista, Aracatuba, SP, Brazil.ORCID http://orcid.org/0000-0003-1110-6233
Mariana Fampa FogacciDepartment of Clinical and Preventive Dentistry, Universidade Federal de Pernambuco, Recife, PE, Brazil.ORCID http://orcid.org/0000-0003-3765-2152
Davi da Silva BarbiratoDental School, Faculdade Pernambucana de Saúde, Recife, PE, Brazil.ORCID http://orcid.org/0000-0003-0527-6092

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveWe evaluated the potential of the Finnish Diabetes Risk Score questionnaire to screen for undiagnosed hyperglycemia in patients with periodontitis, comparing its performance with that of glycated hemoglobin (HbA1c).

methodsIn this cross-sectional pilot study, we included 21 adults (22-64 years) diagnosed with periodontitis. Demographic data, periodontal status, HbA1c levels, and Finnish Diabetes Risk Scores were collected. Based on HbA1c levels, participants were classified as normoglycemic (<5.7%), prediabetic (5.7-6.4%), or diabetic (≥6.5%) according to established diagnostic criteria. Finnish Diabetes Risk Scores ≥12 indicated moderate-to-very-high diabetes risk. Associations between the Finnish Diabetes Risk Score, HbA1c, and periodontal parameters were assessed using Friedman's test and multinomial logistic regression. Diagnostic validity indices and receiver operating characteristic (ROC) curves were calculated.

resultsMost participants were women (71.4%) and had advanced disease (71.4% stage IV; 71.4% generalized periodontitis). According to the Finnish Diabetes Risk Score, 71.5% of patients had a high or very high risk of developing type 2 diabetes within 10 years. Mean HbA1c was 5.8±0.4%, ranging from normoglycemic to diabetic levels (≥6.5%). Finnish Diabetes Risk Scores ≥12 were significantly associated with HbA1c-defined prediabetes/diabetes and generalized periodontitis (p<0.001). In the multinomial logistic regression analysis, age, sex, periodontal extent, and HbA1c were identified as independent predictors of higher Finnish Diabetes Risk Scores. Finnish Diabetes Risk Scores ≥12 showed high sensitivity (92-100%) and negative predictive value (80-100%), but low specificity (26-44%); ROC analysis demonstrated acceptable diagnostic performance, particularly for identifying combined prediabetes and diabetes.

conclusionThe Finnish Diabetes Risk Score is a practical, non-invasive screening tool for predicting the risk of undiagnosed dysglycemia in patients with periodontitis in dental settings. Its high sensitivity supports its use for risk stratification; however, positive findings require biochemical confirmation. These findings underscore the role of dental professionals in early disease detection.

Indexed as

Diabetes Mellitus, Type 2HyperglycemiaPeriodontitisAdultCross-Sectional StudiesFemaleGlycated HemoglobinHumansMaleMass ScreeningMiddle AgedPilot ProjectsPrediabetic StateRisk AssessmentRisk FactorsROC CurveGlycated Hemoglobin

Identifiers

PMID42659435
PMCPMC13689967

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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.