Literature DB >> 19786679

Mortality and need for mechanical ventilation in acute exacerbations of chronic obstructive pulmonary disease: development and validation of a simple risk score.

Ying P Tabak1, Xiaowu Sun, Richard S Johannes, Vikas Gupta, Andrew F Shorr.   

Abstract

BACKGROUND: Acute exacerbations of chronic obstructive pulmonary disease (AECOPDs) often require hospitalization, may necessitate mechanical ventilation, and can be fatal. We sought to develop a simple risk score to determine its severity.
METHODS: We analyzed 88,074 subjects admitted with an AECOPD between 2004 and 2006. We used recursive partition to create risk classifications for in-hospital mortality. Need for mechanical ventilation served as a secondary end point. We internally validated the model via 1000 bootstrapping on half of patients and externally validated it on the remaining patients. We assessed predictive ability using the area under the receiver operating curve (AUROC).
RESULTS: The in-hospital mortality rate was 2%. Three variables had high discrimination of outcomes: serum urea nitrogen level greater than 25 mg/dL (to convert to millimoles per liter, multiply by 0.357); acute mental status change, and pulse greater than 109/min. For those without any of the 3 factors, age 65 years or younger further differentiated the lowest-risk group. In those with all 3 factors, the mortality rates were 13.1% (131 in 1000) and 14.6% (146 in 1000) in the derivation and validation cohorts, respectively, compared with 0.3% (3 in 1000) in both cohorts among patients without any of the 3 factors and age 65 years or younger (P < .001). The AUROC for mortality in the 2 cohorts were 0.72 (95% confidence interval [CI], 0.70-0.74) and 0.71 (95% CI, 0.70-0.73), respectively. For mechanical ventilation, the AUROCs were 0.77 (95% CI, 0.75-0.79) for both cohorts.
CONCLUSIONS: A simple risk class based on clinical variables easily obtained at presentation predicts mortality and need for mechanical ventilation. It may facilitate the triage and care of patients with AECOPD.

Entities:  

Mesh:

Year:  2009        PMID: 19786679     DOI: 10.1001/archinternmed.2009.270

Source DB:  PubMed          Journal:  Arch Intern Med        ISSN: 0003-9926


  24 in total

1.  Development and validation of a disease-specific risk adjustment system using automated clinical data.

Authors:  Ying P Tabak; Xiaowu Sun; Karen G Derby; Stephen G Kurtz; Richard S Johannes
Journal:  Health Serv Res       Date:  2010-12       Impact factor: 3.402

2.  Factors associated with mortality in patients with exacerbation of chronic obstructive pulmonary disease hospitalized in General Medicine departments.

Authors:  Bernardino Roca; Pedro Almagro; Francisco López; Francisco J Cabrera; Lorena Montero; David Morchón; Jesús Díez; Fernando de la Iglesia; Mario Fernández; Jesús Castiella; Elena Zubillaga; Jesús Recio; Joan B Soriano
Journal:  Intern Emerg Med       Date:  2010-10-01       Impact factor: 3.397

3.  Predictive score for mortality in patients with COPD exacerbations attending hospital emergency departments.

Authors:  José M Quintana; Cristóbal Esteban; Anette Unzurrunzaga; Susana Garcia-Gutierrez; Nerea Gonzalez; Irantzu Barrio; Inmaculada Arostegui; Iratxe Lafuente; Marisa Bare; Nerea Fernandez-de-Larrea; Silvia Vidal
Journal:  BMC Med       Date:  2014-04-23       Impact factor: 8.775

4.  A decision tree to assess short-term mortality after an emergency department visit for an exacerbation of COPD: a cohort study.

Authors:  Cristóbal Esteban; Inmaculada Arostegui; Susana Garcia-Gutierrez; Nerea Gonzalez; Iratxe Lafuente; Marisa Bare; Nerea Fernandez de Larrea; Francisco Rivas; José M Quintana
Journal:  Respir Res       Date:  2015-12-22

5.  Guidelines for diagnosis and management of chronic obstructive pulmonary disease: Joint ICS/NCCP (I) recommendations.

Authors:  Dheeraj Gupta; Ritesh Agarwal; Ashutosh Nath Aggarwal; V N Maturu; Sahajal Dhooria; K T Prasad; Inderpaul S Sehgal; Lakshmikant B Yenge; Aditya Jindal; Navneet Singh; A G Ghoshal; G C Khilnani; J K Samaria; S N Gaur; D Behera
Journal:  Lung India       Date:  2013-07

6.  The Pneumonia Severity Index as a Predictor of In-Hospital Mortality in Acute Exacerbation of Chronic Obstructive Pulmonary Disease.

Authors:  Guoping Hu; Yumin Zhou; Yankui Wu; Yan Yu; Weiqiang Liang; Pixin Ran
Journal:  PLoS One       Date:  2015-07-17       Impact factor: 3.240

7.  Removing extra CO2 in COPD patients.

Authors:  Laura W Lund; William J Federspiel
Journal:  Curr Respir Care Rep       Date:  2013-06-28

8.  Using electronic health record data to develop inpatient mortality predictive model: Acute Laboratory Risk of Mortality Score (ALaRMS).

Authors:  Ying P Tabak; Xiaowu Sun; Carlos M Nunez; Richard S Johannes
Journal:  J Am Med Inform Assoc       Date:  2013-10-04       Impact factor: 4.497

9.  Can patients with moderate to severe acute respiratory failure from COPD be treated safely with noninvasive mechanical ventilation on the ward?

Authors:  Murat Yalcinsoy; Cuneyt Salturk; Selahattin Oztas; Sinem Gungor; Ipek Ozmen; Feyyaz Kabadayi; Aysem Askim Oztim; Emine Aksoy; Nalan Adıguzel; Ozlem Oruc; Zuhal Karakurt
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2016-05-31

Review 10.  The optimum timing to wean invasive ventilation for patients with AECOPD or COPD with pulmonary infection.

Authors:  Yuanlin Song; Rongchang Chen; Qingyuan Zhan; Shujing Chen; Zujin Luo; Jiaxian Ou; Chen Wang
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2016-03-14
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.