ArticlePloS one2013
Multi-dimensional prioritization of dental caries candidate genes and its enriched dense network modules.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 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.
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Who cites it
10 citing papers in PubMed, 2 syntheses or guidelines pooled it, 28 citations in OpenAlex.
- Pooled it
- Genes and microRNAs associated with mouse cleft palate: A systematic review and bioinformatics analysis.Mechanisms of development · 2018Pooled it
- Article
- Evaluation of Beta-Defensin 1 and Mannose-Binding Lectin 2 Polymorphisms in Children with Dental Caries Compared to Caries-Free Controls: A Systematic Review and Meta-Analysis.Children (Basel, Switzerland) · 2023Review
- Current State and Challenges of the Global Outcomes of Dental Caries Research in the Meta-Omics Era.Frontiers in cellular and infection microbiology · 2022Review
- Nonlinear expression and visualization of nonmetric relationships in genetic diseases and microbiome data.BMC bioinformatics · 2018Article
- Beyond Streptococcus mutans: clinical implications of the evolving dental caries aetiological paradigms and its associated microbiome.British dental journal · 2018Review
- Effects of COPeerJ · 2016Article
- Historical and contemporary hypotheses on the development of oral diseases: are we there yet?Frontiers in cellular and infection microbiology · 2014Review
- Visualization of genetic disease-phenotype similarities by multiple maps t-SNE with Laplacian regularization.BMC medical genomics · 2014Article
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
A number of genetic studies have suggested numerous susceptibility genes for dental caries over the past decade with few definite conclusions. The rapid accumulation of relevant information, along with the complex architecture of the disease, provides a challenging but also unique opportunity to review and integrate the heterogeneous data for follow-up validation and exploration. In this study, we collected and curated candidate genes from four major categories: association studies, linkage scans, gene expression analyses, and literature mining. Candidate genes were prioritized according to the magnitude of evidence related to dental caries. We then searched for dense modules enriched with the prioritized candidate genes through their protein-protein interactions (PPIs). We identified 23 modules comprising of 53 genes. Functional analyses of these 53 genes revealed three major clusters: cytokine network relevant genes, matrix metalloproteinases (MMPs) family, and transforming growth factor-beta (TGF-β) family, all of which have been previously implicated to play important roles in tooth development and carious lesions. Through our extensive data collection and an integrative application of gene prioritization and PPI network analyses, we built a dental caries-specific sub-network for the first time. Our study provided insights into the molecular mechanisms underlying dental caries. The framework we proposed in this work can be applied to other complex diseases.
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Registered trials
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.