ArticleHeliyon2023
Confounding in observational studies evaluating the association between Alzheimer's disease and periodontal disease: A systematic review.
Article in Heliyon, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 2 of them syntheses that pooled it.
What it found
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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.
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.
Who cites it
8 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Association between periodontal disease and Alzheimer's disease: umbrella review.Frontiers in dental medicine · 2025Pooled it
- Impact of periodontal disease on cognitive disorders, dementia, and depression: a systematic review and meta-analysis.GeroScience · 2024Pooled it
- Plasma Beta-Amyloid and Metabolic Biomarkers: Age- and Sex-Stratified Analyses Suggest Limited Population-Level Associations.Medicina (Kaunas, Lithuania) · 2026Article
- The oral‒gut axis in periodontal disease: a systematic review of the associated human evidence of its mechanisms and implications for patient care.Journal of oral microbiology · 2026Review
- Periodontitis and Systemic Disease: The Impact of Covariate Selection.Journal of dental research · 2026Article
- The Role of Oxidative Stress in the Relationship Between Periodontitis and Alzheimer's Disease: A Review of the Literature.Journal of personalized medicine · 2025Review
- Advances in the Study of the Pathology and Treatment of Alzheimer's Disease and Its Association with Periodontitis.Life (Basel, Switzerland) · 2023Review
- Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Studies investigating the association between periodontitis and Alzheimer's disease (AD) suggested indirect (periodontitis would increase the circulation of inflammation-inducible molecules) and direct (periodontopathogens might colonize brains affected by Alzheimer's disease) pathways. While there seems to be a positive relationship between periodontitis and AD, concerns have been raised about the role of confounding. Aim: To systematically review the literature to assess confounding and their level of heterogeneity in the association between periodontitis and AD. Also, to examine data reporting and interpretation regarding confounding bias. Methods: This review followed the PRISMA guidelines and was registered within PROSPERO. Electronic searches were performed in seven main databases and three others to capture the "grey literature". The PECO strategy was used to identify observational studies (cross-sectional, case-control, or cohort studies) assessing the association between periodontal disease and AD without restricting publication language and year. Critical appraisal was performed according to the Joanna Briggs Institute guidelines. Confounders were evaluated following a two-step approach. Results: A total of 3255 studies were found, of which 18 (13 case-control, four cross-sectional, and one cohort) met the eligibility criteria. Participants with AD were 1399 (mean age 64 ± 9 to 84.8 ± 5.6 years), whereas those without AD were 1730 (mean age 62.6 ± 7.1 to 81.4 ± 4.6). Female patients composed most of the sample for both groups. The confounding variables "age" and "sex" were present in all studies. Four studies used the 2017 AAP/EFP periodontal classification. Most studies had a low risk of bias. Fifty percent of the articles did not consider confounding; variation in the adjustment approaches was observed. Additionally, 62% of the studies did not mention bias, and 40% did not discuss any limitations about confounders. Conclusions: Given the study's limitations, caution must be taken to properly interpret the association between periodontitis and AD.Registration: CRD42022293884.
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