Literature DB >> 27031381

Derivation of Novel Risk Prediction Scores for Community-Acquired Sepsis and Severe Sepsis.

Henry E Wang1, John P Donnelly, Russell Griffin, Emily B Levitan, Nathan I Shapiro, George Howard, Monika M Safford.   

Abstract

OBJECTIVE: We sought to derive and internally validate a Sepsis Risk Score and a Severe Sepsis Risk Score predicting future sepsis and severe sepsis events among community-dwelling adults.
DESIGN: National population-based cohort.
SETTING: United States.
SUBJECTS: A total of 30,239 community-dwelling adults 45 years old or older in the national REasons for Geographic And Racial Differences in Stroke cohort.
INTERVENTIONS: None.
MEASUREMENTS AND MAIN RESULTS: Over a median of 6.6 years (interquartile range, 5.1-8.1 yr) of follow-up, there were 1,532 first sepsis (prevalence 8.3 per 1,000 person-years) and 1,151 first severe sepsis (6.2 per 1,000 person-years) events. Risk factors in the best derived Sepsis Risk Score and Severe Sepsis Risk Score included chronic lung disease, age 75 years or older, peripheral artery disease, diabetes, tobacco use, white race, stroke, atrial fibrillation, coronary artery disease, obesity, hypertension, deep vein thrombosis, male sex, high-sensitivity C-reactive protein greater than 3.0 mg/dL, cystatin C ≥1.11 mg/dL, estimated glomerular filtration rate less than 60 mL/min/1.73 m, and albumin-to-creatinine ratio protein greater than 30 μg/mg. Sepsis Risk Score risk categories were very low (0-3 points; 2.3 events per 1,000 person-years), low (4-6; 4.1), medium (7-9; 6.5), high (10-12; 9.7), and very high (13-38; 21.1). Severe Sepsis Risk Score risk categories were very low (0-5 points; 1.5 events per 1,000 person-years), low (6-9; 3.4), medium (10-13; 6.7), high (14-17; 9.9), and very high (18-45; 22.1). The Sepsis Risk Score and Severe Sepsis Risk Score exhibited good discrimination (bootstrapped C index, 0.703 and 0.742) and calibration (p = 0.65 and 0.06).
CONCLUSIONS: The Sepsis Risk Score and Severe Sepsis Risk Score predict 10-year sepsis and severe sepsis risk among community-dwelling adults and may aid in sepsis prevention or mitigation efforts.

Entities:  

Mesh:

Year:  2016        PMID: 27031381      PMCID: PMC4911244          DOI: 10.1097/CCM.0000000000001666

Source DB:  PubMed          Journal:  Crit Care Med        ISSN: 0090-3493            Impact factor:   7.598


  34 in total

1.  Ten great public health achievements--worldwide, 2001-2010.

Authors: 
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2011-06-24       Impact factor: 17.586

2.  Development and validation of a prediction model with missing predictor data: a practical approach.

Authors:  Yvonne Vergouwe; Patrick Royston; Karel G M Moons; Douglas G Altman
Journal:  J Clin Epidemiol       Date:  2009-07-12       Impact factor: 6.437

3.  The reasons for geographic and racial differences in stroke study: objectives and design.

Authors:  Virginia J Howard; Mary Cushman; Leavonne Pulley; Camilo R Gomez; Rodney C Go; Ronald J Prineas; Andra Graham; Claudia S Moy; George Howard
Journal:  Neuroepidemiology       Date:  2005-06-29       Impact factor: 3.282

4.  Extensions of net reclassification improvement calculations to measure usefulness of new biomarkers.

Authors:  Michael J Pencina; Ralph B D'Agostino; Ewout W Steyerberg
Journal:  Stat Med       Date:  2010-11-05       Impact factor: 2.373

5.  Mortality in Emergency Department Sepsis (MEDS) score: a prospectively derived and validated clinical prediction rule.

Authors:  Nathan I Shapiro; Richard E Wolfe; Richard B Moore; Eric Smith; Elizabeth Burdick; David W Bates
Journal:  Crit Care Med       Date:  2003-03       Impact factor: 7.598

6.  Advances in clinical management of acute myocardial infarction in the past 25 years.

Authors:  E Corday; S R Corday
Journal:  J Am Coll Cardiol       Date:  1983-01       Impact factor: 24.094

7.  Community-, Healthcare-, and Hospital-Acquired Severe Sepsis Hospitalizations in the University HealthSystem Consortium.

Authors:  David B Page; John P Donnelly; Henry E Wang
Journal:  Crit Care Med       Date:  2015-09       Impact factor: 7.598

8.  Relation between kidney function, proteinuria, and adverse outcomes.

Authors:  Brenda R Hemmelgarn; Braden J Manns; Anita Lloyd; Matthew T James; Scott Klarenbach; Robert R Quinn; Natasha Wiebe; Marcello Tonelli
Journal:  JAMA       Date:  2010-02-03       Impact factor: 56.272

9.  A unified inference procedure for a class of measures to assess improvement in risk prediction systems with survival data.

Authors:  Hajime Uno; Lu Tian; Tianxi Cai; Isaac S Kohane; L J Wei
Journal:  Stat Med       Date:  2012-10-05       Impact factor: 2.373

10.  Surviving Sepsis Campaign: international guidelines for management of severe sepsis and septic shock, 2012.

Authors:  R P Dellinger; Mitchell M Levy; Andrew Rhodes; Djillali Annane; Herwig Gerlach; Steven M Opal; Jonathan E Sevransky; Charles L Sprung; Ivor S Douglas; Roman Jaeschke; Tiffany M Osborn; Mark E Nunnally; Sean R Townsend; Konrad Reinhart; Ruth M Kleinpell; Derek C Angus; Clifford S Deutschman; Flavia R Machado; Gordon D Rubenfeld; Steven Webb; Richard J Beale; Jean-Louis Vincent; Rui Moreno
Journal:  Intensive Care Med       Date:  2013-01-30       Impact factor: 17.440

View more
  12 in total

1.  Predicting and Eventually Preventing the Future: Sepsis Risk in Community-Dwelling Adults.

Authors:  John P Reilly
Journal:  Crit Care Med       Date:  2016-07       Impact factor: 7.598

2.  Association of Neighborhood Socioeconomic Status With Risk of Infection and Sepsis.

Authors:  John P Donnelly; Sindhu Lakkur; Suzanne E Judd; Emily B Levitan; Russell Griffin; George Howard; Monika M Safford; Henry E Wang
Journal:  Clin Infect Dis       Date:  2018-06-01       Impact factor: 9.079

3.  Association of FGF23 with Incident Sepsis in Community-Dwelling Adults: A Cohort Study.

Authors:  Shejuti Paul; Suzanne E Judd; Henry E Wang; Orlando M Gutiérrez
Journal:  Kidney360       Date:  2020-07-29

4.  Association of baseline steroid use with long-term rates of infection and sepsis in the REGARDS cohort.

Authors:  Ninad S Chaudhary; John P Donnelly; Justin X Moore; John W Baddley; Monika M Safford; Henry E Wang
Journal:  Crit Care       Date:  2017-07-13       Impact factor: 9.097

5.  Much Ado About the New Definitions of Sepsis.

Authors:  Sanda-Maria Copotoiu; Ruxandra Copotoiu
Journal:  J Crit Care Med (Targu Mures)       Date:  2016-05-09

6.  Risk of Acute Coronary Heart Disease After Sepsis Hospitalization in the REasons for Geographic and Racial Differences in Stroke (REGARDS) Cohort.

Authors:  Henry E Wang; Justin X Moore; John P Donnelly; Emily B Levitan; Monika M Safford
Journal:  Clin Infect Dis       Date:  2017-07-01       Impact factor: 9.079

7.  Aspirin use and long-term rates of sepsis: A population-based cohort study.

Authors:  Joann Hsu; John P Donnelly; Ninad S Chaudhary; Justin X Moore; Monika M Safford; Junghyun Kim; Henry E Wang
Journal:  PLoS One       Date:  2018-04-18       Impact factor: 3.240

8.  PCSK9 loss-of-function variants and risk of infection and sepsis in the Reasons for Geographic and Racial Differences in Stroke (REGARDS) cohort.

Authors:  Kellie A Mitchell; Justin Xavier Moore; Robert S Rosenson; Ryan Irvin; Faheem W Guirgis; Nathan Shapiro; Monika Safford; Henry E Wang
Journal:  PLoS One       Date:  2019-02-06       Impact factor: 3.240

9.  Frailty Syndrome and Risk of Sepsis in the REasons for Geographic And Racial Differences in Stroke (REGARDS) Cohort.

Authors:  Mythreyi Mahalingam; Justin Xavier Moore; John P Donnelly; Monika M Safford; Henry E Wang
Journal:  J Intensive Care Med       Date:  2017-07-05       Impact factor: 3.510

10.  Sepsis is a preventable public health problem.

Authors:  Jordan A Kempker; Henry E Wang; Greg S Martin
Journal:  Crit Care       Date:  2018-05-06       Impact factor: 9.097

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.