RESUMO
Background: Advances in minimally invasive surgery and drainage systems have caused earlier chest-tube-removal. This retrospective study aimed to assess the safety of early chest tube removal using the institution's new criteria 6 hours after thoracic surgery. Methods: Elective thoracic surgery patients from 2017 to 2023 were reviewed for meeting or not meeting the newer institutional requirement for early chest tube removal; (I) no air leak detected under the digital drainage device observation; (II) no fluid drainage of ≥100 mL/h; (III) no ≥3 combined risks [male, chronic obstructive pulmonary disease (COPD), body mass index (BMI) of <18.5 kg/m2, severe pleural adhesion, upper lobe lobectomy, or left upper division segmentectomy]. The incidence of adverse events, including chest tube replacement, subcutaneous tube placement, and postoperative thoracentesis, were investigated for 1 month postoperatively. Perioperative outcomes and factors involved in conventional chest tube removal were also assessed. Results: Of the 942 patient charts reviewed, 244 (25.9%) met the criteria for chest tube removal within 6 hours postoperatively. This patient group did not experience adverse events. They also demonstrated shorter postoperative hospital stay (4 vs. 6 days, P<0.001), and lesser postoperative complications (7.4% vs. 25.6%, P<0.001) compared to those for whom early chest tube removal was not done. A correlation with thoracotomy, COPD, and steroid and/or immunosuppressant use was observed for patients in the conventional chest tube removal group. Conclusions: Early chest tube removal after 6 postoperative hours was deemed safe for a selected group of patients who met the criteria for early chest tube removal. This study would support the potential expansion of our early removal criteria.
RESUMO
Sewage comprises multifarious information on sewershed characteristics. For instance, influent sewage quality parameters (ISQPs) (e.g., total nitrogen (TN)) are being monitored regularly at all treatment plants. However, the relationship between ISQPs and sewershed characteristics is rarely investigated. Therefore, this study statistically investigated relationships between ISQPs and sewershed characteristics, covering demographic, social, and economic properties in Tokyo city as an example of a megacity. To this end, we collected ISQPs and sewershed characteristic data from 2015 to 2020 in 10 sewersheds in Tokyo city. By principal component analysis, spatial variability of ISQPs was aggregated into two principal components (89.8% contribution in total), indicating organics/nutrients and inorganic salts, respectively. Concentrations of organics/nutrients were significantly correlated with the population in sewersheds (daytime population density, family size, age distribution, etc.). Inorganic salts are significantly correlated with land cover ratios. Finally, a multiple regression model was developed for estimating the concentration of TN based on sewershed characteristics (R2=0.97). Scenario analysis using the regression model revealed that possible population movements in response to the coronavirus pandemic would substantially reduce the concentration of TN. These results indicate close relationships between ISQPs and sewershed characteristics and the potential applicability of big data of ISQPs to estimate sewershed characteristics and vice versa.
