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Causal Relationship Between Air Pollutants and Blood Pressure Phenotypes: A Mendelian Randomization Study Cover

Causal Relationship Between Air Pollutants and Blood Pressure Phenotypes: A Mendelian Randomization Study

Open Access
|Feb 2025

Figures & Tables

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Figure 1

Flow chart of MR Study design.

Note: The MR study includes assumptions 1, 2, and 3. The solid line represents a direct causal effect, where the instrumental variable is strongly related to the exposure level and affects the outcome through the exposure. The dashed line indicates that the instrumental variable is not associated with any confounders.

Table 1

Genome-wide association study (GWAS) for air pollutants and blood pressure.

GWAS IDYEARTRAITSAMPLE SIZEnSNPPOPULATION
ukb-b-108172018PM2.5423,7969,851,867European
ukb-b-184692018PM10423,7969,851,867European
ukb-b-129632018PM2.5–10423,7969,851,867European
ukb-b-26182018NO2456,3809,851,867European
ukb-b-124172018NOx456,3809,851,867European
finn-b-I9_HYTENS2021Hypertension218,75416,380,466European
ieu-b-382018SBP757,6017,088,083European
ieu-b-392018DBP757,6017,160,619European
ebi-a-CST900189702021PP360,86319,047,322European
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Figure 2

Forest plot of the association between air pollution and hypertension.

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Figure 3

Forest plot of the association between air pollution and systolic blood pressure, diastolic blood pressure, and pulse pressure.

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Figure 4

Forest plot of leave-one-out analysis of SNP causal effects of air pollution on blood pressure.

Note: Error bars represent 95% confidence intervals (CI). A: PM10-Hypertension; B: PM10-systolic blood pressure; C: PM2.5-hypertension; D: NO2-systolic blood pressure.

DOI: https://doi.org/10.5334/gh.1404 | Journal eISSN: 2211-8179
Language: English
Submitted on: Aug 28, 2024
Accepted on: Feb 11, 2025
Published on: Feb 24, 2025
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Xianshang Zhu, Huabo Mao, Hongyu Zeng, Fengli Lv, Jiancheng Wang, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.