Prediction of Poststroke Urinary Tract Infection Risk in Immobile Patients Using Machine Learning: a observational cohort study

Author(s):  
Chen Zhu ◽  
Zidu Xu ◽  
Yaowen Gu ◽  
Si Zheng ◽  
Xiangyu Sun ◽  
...  
Infection ◽  
2019 ◽  
Vol 48 (1) ◽  
pp. 57-64 ◽  
Author(s):  
Wayan Philipps ◽  
Anne-Katrin Fietz ◽  
Katja Meixner ◽  
Tobias Bluhmki ◽  
Reinhard Meister ◽  
...  

2021 ◽  
Vol 11 (7) ◽  
Author(s):  
David S. Hains ◽  
Shamik Polley ◽  
Dong Liang ◽  
Vijay Saxena ◽  
Samuel Arregui ◽  
...  

Author(s):  
Chia-Hung Huang ◽  
Ying-Hsiang Chou ◽  
Han-Wei Yeh ◽  
Jing-Yang Huang ◽  
Shun-Fa Yang ◽  
...  

To investigate the association among lower urinary tract infection (UTI), the type and timing of antibiotic usage, and the subsequent risk of developing cancers, especially genitourinary cancers (GUC), in Taiwan. This retrospective population-based cohort study was conducted using 2009–2013 data from the Longitudinal Health Insurance Database. This study enrolled patients who were diagnosed with a UTI between 2010 and 2012. A 1:2 propensity score-matched control population without UTI served as the control group. Multivariate analysis with a multiple Cox regression model was applied to analyze the data. A total of 38,084 patients with UTI were included in the study group, and 76,168 participants without UTI were included in the control group. The result showed a higher hazard ratio of any cancer in both sexes with UTI (for males, adjusted hazard ratio (aHR) = 1.32; 95% confidence interval (CI) = 1.12–1.54; for females, aHR = 1.21; 95% CI = 1.08–1.35). Patients with UTI had a higher probability of developing new GUC than those without UTI. Moreover, the genital organs, kidney, and urinary bladder of men were significantly more affected than those of women with prior UTI. Furthermore, antibiotic treatment for more than 7 days associated the incidence of bladder cancer in men (7–13 days, aHR = 1.23, 95% CI = 0.50–3.02; >14 days, aHR = 2.73, CI = 1.32–5.64). In conclusion, UTI is significantly related to GUC and may serve as an early sign of GUC, especially in the male genital organs, prostate, kidney, and urinary bladder. During UTI treatment, physicians should cautiously prescribe antibiotics to patients.


2016 ◽  
Vol 16 (1) ◽  
Author(s):  
Philippa C. Matthews ◽  
Lucinda K. Barrett ◽  
Stephanie Warren ◽  
Nicole Stoesser ◽  
Mel Snelling ◽  
...  

2018 ◽  
Vol 29 (12) ◽  
pp. 1797-1805 ◽  
Author(s):  
Krystal J. Thomas-White ◽  
Xiang Gao ◽  
Huaiying Lin ◽  
Cynthia S. Fok ◽  
Kathryn Ghanayem ◽  
...  

2020 ◽  
Vol 75 (12) ◽  
pp. 3656-3664
Author(s):  
Rasmus Richelsen ◽  
Jesper Smit ◽  
Henrik Carl Schønheyder ◽  
Pavithra Laxsen Anru ◽  
Belen Gutiérrez-Gutiérrez ◽  
...  

Abstract Objectives To assess the impact of ESBL production on mortality and length of hospital stay (LOS) of community-onset infections due to Escherichia coli or Klebsiella pneumoniae. Methods A population-based cohort study including all adult patients hospitalized with a first-time community-onset E. coli or K. pneumoniae bacteraemia or urinary tract infection in the North Denmark Region between 2007 and 2017. For each bacterial agent, we computed 1 year Kaplan–Meier survival curves and cumulative incidence functions of LOS, and by use of Cox proportional hazard regression we computed HRs as estimates of 30 day and 1 year mortality rate ratios (MRRs) and LOS among patients with and without ESBL-producing infections. Results We included 24 518 cases (among 22350 unique patients), of whom 1018 (4.2%) were infected by an ESBL-producing bacterium. The 30 day cumulative mortality and adjusted MRR (aMRR) in patients with and without ESBL-producing isolates was as follows: E. coli bacteraemia (n = 3831), 15.8% versus 14.0%, aMRR = 1.01 (95% CI = 0.70–1.45); E. coli urinary tract infection (n = 17151), 9.5% versus 8.7%, aMRR = 0.97 (95% CI = 0.75–1.26); K. pneumoniae bacteraemia (n = 734), 0% versus 17.2%, aMRR = not applicable; and K. pneumoniae urinary tract infection (n = 2802), 13.8% versus 10.7%, aMRR = 1.13 (95% CI = 0.73–1.75). The 1 year aMRR remained roughly unchanged. ESBL-producing E. coli bacteraemia was associated with an increased LOS compared with non-ESBL production. Conclusions ESBL production was not associated with an increased short- or long-term mortality in community-onset infections due to E. coli or K. pneumoniae, yet ESBL-producing E. coli bacteraemia was associated with an increased LOS.


Sign in / Sign up

Export Citation Format

Share Document