Evidence map›Paper›PMID 39123295›Full record

ArticleJournal of periodontal research2025

Insulin resistance and periodontitis: Mediation by blood pressure.

Ashish C Kalhan, Tosha A Kalhan, Mario Romandini, Fernando V Bitencourt, Upul M P Cooray, Fábio R M Leite, Gustavo G Nascimento

Abstract read
In one paragraph

Article in Journal of periodontal research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Review
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  5. Article
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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

7 authors.

Ashish C KalhanNational Dental Research Institute Singapore, National Dental Centre Singapore, Singapore, Singapore.ORCID https://orcid.org/0009-0003-2800-1486
Tosha A KalhanSaw Swee Hock School of Public Health, National University of Singapore, Singapore, Singapore.ORCID https://orcid.org/0009-0001-9429-2627
Mario RomandiniDepartment of Periodontology, Faculty of Dentistry, University of Oslo, Oslo, Norway.ORCID https://orcid.org/0000-0001-5646-083X
Fernando V BitencourtDepartment of Dentistry and Oral Health, Section for Oral Ecology, Aarhus University, Aarhus, Denmark.ORCID https://orcid.org/0000-0002-7310-2767
Upul M P CoorayNational Dental Research Institute Singapore, National Dental Centre Singapore, Singapore, Singapore.ORCID https://orcid.org/0000-0002-3272-4180
Fábio R M LeiteNational Dental Research Institute Singapore, National Dental Centre Singapore, Singapore, Singapore.ORCID https://orcid.org/0000-0002-8053-4517
Gustavo G NascimentoNational Dental Research Institute Singapore, National Dental Centre Singapore, Singapore, Singapore.ORCID https://orcid.org/0000-0002-4288-6300

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimThis study investigated the association between the triglyceride-glucose (TyG) index, a surrogate marker of insulin resistance, and moderate/severe periodontitis and the role of blood pressure as a mediator in this association. A second aim was to assess the role of cardiometabolic conditions such as obesity, hypertension, and dyslipidemia as potential effect modifiers.

methodsData from 5733 US adults aged 30-64 years and with complete periodontal examination were analyzed (NHANES 2011-2014). Participants were classified as having moderate/severe periodontitis or mild/no periodontitis according to the CDC/AAP criteria as the outcome. The exposure was the TyG index, while both systolic (SBP), and diastolic (DBP) blood pressure were tested as mediators using parametric g-formula. Analyses were adjusted for relevant confounders, namely, age, sex, ethnicity, poverty-income ratio, and smoking, using inverse probability treatment weighting. Obesity status (based on a body mass index ≥30 kg/m

resultsThe findings showed the TyG index to be associated with increased odds of moderate/severe periodontitis [odds ratio (OR), 95% confidence interval (CI) = 1.17 (1.11-1.23)], with 50% of the total effect mediated by SBP. Stratified analysis showed a stronger association in individuals with obesity, hypertension, and dyslipidemia compared to those without these conditions. However, in those taking anti-hypertensive medications, the association was partially mitigated. Sensitivity analysis using imputed data showed consistent results.

conclusionThe TyG index was associated with increased odds of moderate/severe periodontitis, especially in individuals with obesity, hypertension, and dyslipidemia. SBP levels partially mediated this association.

Indexed as

Blood PressureInsulin ResistancePeriodontitisAdultBlood GlucoseCross-Sectional StudiesDyslipidemiasFemaleHumansHypertensionMaleMiddle AgedNutrition SurveysObesityRisk FactorsTriglyceridesBlood GlucoseTriglyceridesendothelial dysfunctionhypertensionobesityperiodontal diseasesrisk factorstriglycerides

Identifiers

PMID39123295
PMCPMC12024648

What Socratic holds

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LicenceCC BY
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Registered trials

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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.