Related Experiment Video
Updated: Sep 9, 2025

Candidate Gene Testing in Clinical Cohort Studies with Multiplexed Genotyping and Mass Spectrometry
Published on: June 21, 2018
Causal effects of different types of physical activity on allergic rhinitis: A Mendelian randomization study
Xin Yan1, Ping Liu1, Wei Wang1
1Department of Otorhinolaryngology, Shaoxing People's Hospital (The First Affiliated Hospital, Shaoxing University), Shaoxing, China.
Abstract:
This study utilized Mendelian randomization (MR) with GWAS data to explore causal links between physical activity and allergic rhinitis (AR), aiming to identify lifestyle intervention targets. AR served as the outcome, with exposures including heavy/light do-it-yourself, exercises (e.g., cycling, swimming), and walking-related factors. C-reactive protein (CRP) was set as a mediator, and covariates like vitamin D and air pollution were controlled. Analyses included 2-sample MR, multivariable MR (MVMR), LD score regression (LDSC), and MR mediation. Cycling (IVW: OR = 0.01, P = .005) and faster walking pace (OR = 0.47, P = .001) were significantly associated with reduced AR risk. LDSC supported genetic correlation for walking pace (P = .004). MVMR confirmed independent effects, while MR mediation showed walking pace lowered CRP levels (OR = 0.569, P = 2.39e - 15), and elevated CRP increased AR risk (OR = 1.096, P = .030), with CRP mediating 6.9% of the protective effect. Cycling and brisk walking may reduce AR risk, with walking's benefit partially mediated by CRP. These findings highlight physical activity as a potential lifestyle intervention for AR prevention.
Related Concept Videos
Criteria for Causality: Bradford Hill Criteria - II
Asthma-II: Pathophysiology and Classification
Additionally, environmental and genetic factors play crucial roles in determining an individual's susceptibility to asthma and the severity of their condition.
Critical processes in asthma pathophysiology include:
Asthma-I: Introduction
Asthma: Pathogenesis and Management
Asthma is classified as allergic and non-allergic. Allergens such as dust mites, pollen, and pet dander trigger allergic asthma, while factors like cold air, intense emotions, or exercise can induce non-allergic asthma.
Causality in Epidemiology
Allergic Reactions

