ISDS Annual Conference Proceedings 2019. This is an Open Access article distributed under the terms of the Creative Commons AttributionNoncommercial 4.0 Unported License (http://creativecommons.org/licenses/by-nc/3.0/), permitting all non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. Online Journal of Public Health Informatics * ISSN 1947-2579 * http://ojphi.org * 11(1): e355, 2019 ISDS 2019 Conference Abstracts Pulmonary Function should be the Surveillance Tool in Obese Children to Prevent Asthma Yungling L. Lee Institute of Epidemiology and Preventive Medicine, National Taiwan University, Taipei, Taiwan Objective To investigate the important mediator linking from obesity to childhood asthma Introduction The mediating pathways in the obesity-asthma link are largely unknown. We aimed to investigate the mediating pathways and to search for the most prominent pathological mechanism between central obesity and childhood asthma. Methods In Taiwan Children Health Study, we collected data on an open cohort of children ranged from 9 to 13 years old. Children's respiratory outcomes, atopic conditions, obesity measures, and pulmonary function were surveyed annually between 2010 and 2012. Fractional exhaled nitric oxide concentrations were recorded in 2012. Generalized estimating equations and general linear models were used to examine the associations among central obesity, possible mediators, and asthma. Structural equation model s were applied to investigate the pathways that mediate the link between central obesity and asthma. Results Central obesity (waist-to-hip ratio) most accurately predicted childhood asthma. In the model of active asthma, the percentage of mediation was 28.6% for pulmonary function, 18.1% for atopy, and 5.7% for airway inflammation. The percentage of mediation for pulmonary function was 40.2% in the model of lifetime wheeze. Pulmonary function was responsible for the greatest percentage of mediation among the three mediators in both models. Conclusions Decline in pulmonary function is the most important pathway in central obesity–related asthma. Pulmonary function surveillance should be applied to obese children for asthma risk prediction. http://ojphi.org/