Related Experiment Video For Mendelian randomization analysis
Updated: Jan 22, 2026

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
Published on: September 19, 2025
Chronic periodontitis and respiratory diseases: A bidirectional two-sample Mendelian randomization study
Hong Ye1, Yiru Chen, Jingzhe Lyv
1School of Stomatology, Hangzhou Normal University, Hangzhou, Zhejiang Province, China.
Abstract:
Evidence from observational research suggests potential links between chronic periodontitis (CP) and respiratory diseases, but these associations remain susceptible to residual confounding and reverse causation. This study aimed to evaluate whether CP exerts a direct causal influence on chronic obstructive pulmonary disease, asthma, or pneumonia and whether these respiratory diseases in turn affect the risk of periodontitis. Using a bidirectional two-sample Mendelian randomization design, we extracted summary-level genome-wide association study data from large publicly available cohorts and applied inverse-variance weighting as the primary analytical approach, complemented by Mendelian randomization-Egger, weighted median, simple mode, and weighted mode estimators. Horizontal pleiotropy, outliers, and heterogeneity were examined through Mendelian randomization-Pleiotropy RESidual Sum and Outlier, heterogeneity statistics, and leave-one-out analyses. Across all primary analyses and robustness checks, the results consistently indicated no evidence for a direct causal relationship between CP and any of the respiratory diseases examined in either direction. Findings were stable across sensitivity analyses and replication using alternative datasets. While these results do not support a causal interpretation of previously reported epidemiological associations, the observed null effects should be interpreted with consideration of instrument limitations, phenotype heterogeneity, and ancestry constraints. Further research incorporating refined disease subtypes, multivariable Mendelian randomization, functional genomic integration, and diverse populations is warranted to clarify the biological pathways linking oral and respiratory health.
More Related Videos
05:19Author Spotlight: An Effective Traditional Chinese Medicinal Treatment for Chronic Obstructive Pulmonary Disease with Abdominal Distension
Published on: September 1, 2023
03:25Author Spotlight: Exploring Non-Pharmacological Therapies for Chronic Respiratory Diseases — Linking Intestinal Microbiome Insights to COPD Treatment
Published on: December 27, 2024
Related Concept Videos
Random Sampling Method
Chronic Obstructive Pulmonary Disease-IV: Assessement and Diagnostic Studies
Medical History
Chronic Obstructive Pulmonary Disease
Smoking is a primary risk factor for COPD, with over 80% of patients having a history of it. Patients typically experience progressive dyspnea or labored breathing, frequent coughing, and recurrent pulmonary infections. Many eventually succumb to respiratory failure, characterized by...
Bioequivalence Experimental Study Designs: Completely Randomized and Randomized Block Designs
Chronic Kidney Disease I: Introduction
Chronic Obstructive Pulmonary Disease-I: Introduction