scholarly journals Machine learning to identify pairwise interactions between specific IgE antibodies and their association with asthma: A cross-sectional analysis within a population-based birth cohort

PLoS Medicine ◽  
2018 ◽  
Vol 15 (11) ◽  
pp. e1002691 ◽  
Author(s):  
Sara Fontanella ◽  
Clément Frainay ◽  
Clare S. Murray ◽  
Angela Simpson ◽  
Adnan Custovic
2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Jiajing Jia ◽  
Ying Yang ◽  
Fangchao Liu ◽  
Minjin Zhang ◽  
Qin Xu ◽  
...  

Abstract Background Inconsistent results were found in the association between serum alanine aminotransferase (ALT) and hypertension among population-based studies. This study evaluated the association between ALT and hypertension among Chinese reproductive-age population by utilizing registration data from National Free Pre-pregnancy Checkups Project in 2016–2017. Methods The 21,103,790 registered participants were eligible for analysis, including women who were 20–49 years old and men who were 20–59 years old with available data for ALT and blood pressure (BP). Logistic regression was conducted to estimate odds ratio (OR) for the association between ALT and hypertension as a binary outcome. Linear regression was used to examine the association between ALT and BP as a continuous outcome. Results In total, 4.21% of the participants were hypertensive, and 11.67% had elevated ALT (> 40 U/L). Hypertension prevalence was 3.63% and 8.56% among participants with normal and elevated ALT levels. A strong linear relationship was found between serum ALT levels and the odds of hypertension after adjustment for potential confounders. The multivariable-adjusted ORs for hypertension were 1, 1.22 (1.21, 1.22), 1.67 (1.65 1.68), 1.78 (1.76, 1.80), and 1.92 (1.90, 1.94) in participants with ALT levels of ≤ 20, 20.01–40, 40.01–60, 60.01–80, and > 80 U/L, respectively. Systolic and diastolic BPs rose by 1.83 and 1.20 mmHg on average, for each 20 U/L increase in ALT (P for trend < 0.001). The association was consistent among subgroups and tended to be stronger among populations who are overweight (body mass index ≥ 24 kg/m2) (χ2 = 52,228, P < 0.001), alcohol drinking (χ2 = 100,730, P < 0.001) and cigarette smoking (χ2 = 105,347, P < 0.001). Conclusions Our cross-sectional analysis suggested a linear association between serum ALT and hypertension or BP, which indicated that abnormal liver metabolism marked by elevated serum ALT could play a role in hypertension or elevated BP condition.


2018 ◽  
Vol 57 (1) ◽  
pp. 105-112 ◽  
Author(s):  
Daniel J. Tan ◽  
John A. Burgess ◽  
Jennifer L. Perret ◽  
Dinh S. Bui ◽  
Michael J. Abramson ◽  
...  

2017 ◽  
Vol 47 (10) ◽  
pp. 1246-1252 ◽  
Author(s):  
C. J. Weatherburn ◽  
B. Guthrie ◽  
S. W. Mercer ◽  
D. R. Morales

2020 ◽  
Vol 25 ◽  
pp. 1-10
Author(s):  
Andrea Wendt ◽  
Fernando C. Wehrmeister ◽  
Luiza I. C. Ricardo ◽  
Bruna Gonçalves C. da Silva ◽  
Rafaela C. Martins ◽  
...  

This study aims to describe objectively measured physical activity (PA) in different periods of the day in young adults according to sex, socioeconomic position and during weekdays and weekends. This is a cross-sectional analysis carried out with the participants of the 1993 Pelotas Birth Cohort at 22 years. PA was assessed by triaxial accelerometer. Descriptive analyses were performed presenting the time spent on light PA (LPA) and bouted moderate to vigorous PA (MVPA) in different periods of the day (morning - 6am to 11:59 am, afternoon – 12pm to 7:59 pm and night – 8pm to 11:59pm). The present study included 2,766 individuals (48.2% male and 51.8% female). LPA was higher among women, while bouted MVPA levels were higher among men. The median of  PA was higher on weekdays compared to weekends for all intensities. The bouted MVPA medians in the morning and at night were zero minutes for all days and both sexes. The richest group presented a higher percentage of individuals with zero minutes. PA may vary according to different periods of the day and intensity. The absence of PA practice was markedly influenced by sex and socioeconomic position.


PLoS ONE ◽  
2016 ◽  
Vol 11 (9) ◽  
pp. e0163428 ◽  
Author(s):  
Paula Duarte de Oliveira ◽  
Fernando C. Wehrmeister ◽  
Rogelio Pérez-Padilla ◽  
Helen Gonçalves ◽  
Maria Cecília F. Assunção ◽  
...  

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