Dataset Information

Effect of intensivist involvement on clinical outcomes in patients with advanced lung cancer admitted to the intensive care unit.

ABSTRACT: PURPOSE:Intensive care unit (ICU)-related mortality for lung cancer is ranked highest among the solid tumors and little information exists on the role of intensivists on clinical outcomes. This study aimed to elucidate the intensivist's contribution toward clinical outcomes. MATERIALS AND METHODS:Data of advanced lung cancer patients, including stage IIIB or IV non-small cell lung cancer and extensive-stage small cell lung cancer, admitted to the ICU from 2005 to 2016 were analyzed. Multivariate logistic regression was performed to determine variables associated with ICU and in-hospital mortality. Autoregressive integrated moving average (ARIMA) for time-series was used to assess the intensivist's impact. RESULTS:Of 264 patients, 85 (32.2%) were admitted to the ICU before and 179 (67.8%) after organized intensive care introduction in 2011. Before and after 2011, the changes observed were as follows: ICU mortality rate, 43.5% to 40.2%, respectively (p = 0.610); hospital mortality rate, 82.4% to 65. 9% (p = 0.006). The duration of ICU and hospital stay decreased after 2011 (14.5±16.5 vs. 8.3 ± 8.6, p < 0.001; 36.6 ± 37.2 vs. 22.0 ± 19.6, p < 0.001). On multivariate analysis, admission after 2011 was independently associated with decreased hospital mortality (Odds ratio 0.42, 95% confidence interval 0.21-0.77, p = 0.006). In ARIMA models, intensivist involvement was associated with significantly reduced hospital mortality. (Estimate -17.95, standard error 5.31, p = 0.001). CONCLUSION:In patients with advanced lung cancer, organized intensive care could contribute to improved clinical outcomes.

SUBMITTER: Song JH

PROVIDER: S-EPMC6373899 | biostudies-literature | 2019

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Effect of intensivist involvement on clinical outcomes in patients with advanced lung cancer admitted to the intensive care unit.

Song Jin Hwa JH Kim Sooyeon S Lee Hyun Woo HW Lee Yeon Joo YJ Kim Mi-Jung MJ Park Jong Sun JS Kim Yu Jung YJ Yoon Ho Il HI Lee Jae Ho JH Lee Jong Seok JS Lee Choon-Taek CT Cho Young-Jae YJ

PloS one 20190213 2

<h4>Purpose</h4>Intensive care unit (ICU)-related mortality for lung cancer is ranked highest among the solid tumors and little information exists on the role of intensivists on clinical outcomes. This study aimed to elucidate the intensivist's contribution toward clinical outcomes.<h4>Materials and methods</h4>Data of advanced lung cancer patients, including stage IIIB or IV non-small cell lung cancer and extensive-stage small cell lung cancer, admitted to the ICU from 2005 to 2016 were analyze ...[more]

PMID: 30759088

Similar Datasets

Project description:BackgroundLittle is known about family member involvement, by relationship status, for patients treated in the intensive care unit (ICU).ObjectiveUsing documentation of family interactions in clinical notes, we examined associations between child and spousal involvement and ICU patient outcomes, including goals of care conversations (GOCCs), limitations in life-sustaining therapy (LLST), and 3-month mortality.MethodsUsing a retrospective cohort design, the study included a total of 858 adult patients treated between 2008 and 2012 in the medical ICU at a tertiary care center in northeastern United States. Clinical notes generated within the first 48 hours of admission to the ICU were used with standard machine learning methods to predict patient outcomes. We used natural language processing methods to identify family-related documentation and abstracted sociodemographic and clinical characteristics of the patients from the medical record.ResultsMost of the 858 patients were White (n=650, 75.8%); 437 (50.9%) were male, 479 (55.8%) were married, and the median age was 68.4 (IQR 56.5-79.4) years. Most patients had documented GOCC (n=651, 75.9%). In adjusted regression analyses, child involvement (odds ratio [OR] 0.81; 95% CI 0.49-1.34; P=.41) and child plus spouse involvement (OR 1.28; 95% CI 0.8-2.03; P=.3) were not associated with GOCCs compared to spouse involvement. Child involvement was not associated with LLST when compared to spouse involvement (OR 1.49; 95% CI 0.89-2.52; P=.13). However, child plus spouse involvement was associated with LLST (OR 1.6; 95% CI 1.02-2.52; P=.04). Compared to spouse involvement, there were no significant differences in the 3-month mortality by family member type, including child plus spouse involvement (OR 1.38; 95% CI 0.91-2.09; P=.13) and child involvement (OR 1.47; 95% CI 0.9-2.41; P=.12).ConclusionsOur findings demonstrate that statistical models derived from text analysis in the first 48 hours of ICU admission can predict patient outcomes. Early child plus spouse involvement was associated with LLST, suggesting that decisions about LLST were more likely to occur when the child and spouse were both involved compared to the involvement of only the spouse. More research is needed to further understand the involvement of different family members in ICU care and its association with patient outcomes.

Project description:BACKGROUND:Most U.S. academic medical centers employ "closed" intensive care units (ICUs), where critically ill patients are admitted under the supervision of intensivists managing dedicated ICU teams. Some centers utilize a unique "open" ICU structure, where primary services longitudinally follow patients who become critically ill into the ICU with intensivist comanagement. The impact of open ICUs on patient care and education of trainees has not been well-characterized. OBJECTIVE:The objective of this study is to characterize affordances and barriers to education and patient care, from the perspectives of hospitalists and intensivists teaching in the ICU. DESIGN:We conducted semi-structured interviews with hospitalist and intensivist faculty at a large academic medical center with an open ICU structure. We coded deidentified interview transcripts to inductively analyze the data for themes and subthemes. PARTICIPANTS:We recruited hospitalist and intensivist faculty members who attend on teaching services in the open ICU system. APPROACH:Given the complexity of multiple teachers and learners in the ICU environment, we selected shared mental models as our primary theoretical lens through which we analyzed and interpreted our data. KEY RESULTS:We identified three main themes regarding education in the open ICU system: (1) communication challenges, (2) educational barriers and affordances, and (3) structural barriers and affordances. Hospitalists and intensivists agreed on some barriers and facilitators to education, such as continuity of care, yet they disagreed on others. Specifically, hospitalists and intensivists had a shared mental model regarding barriers to patient care and education in the open ICU structure, but had divergent opinions regarding the affordances of the structure, such as continuity and availability of ICU expertise. CONCLUSIONS:The open ICU environment presents facilitators and barriers to trainee education and patient care. Our findings can be leveraged to improve communication, education, and patient care on both hospitalist and ICU teams.

Dataset Information

Effect of intensivist involvement on clinical outcomes in patients with advanced lung cancer admitted to the intensive care unit.

Publications

Effect of intensivist involvement on clinical outcomes in patients with advanced lung cancer admitted to the intensive care unit.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure