Utility of the Chronic Disease Score and Charlson Comorbidity Index as comorbidity measures for use in epidemiologic studies of antibiotic-resistant organisms

被引:156
作者
McGregor, JC
Kim, PW
Perencevich, EN
Bradham, DD
Furuno, JP
Kaye, KS
Fink, JC
Langenberg, P
Roghmann, MC
Harris, AD
机构
[1] Univ Maryland, Sch Med, Dept Epidemiol & Prevent Med, Baltimore, MD 21201 USA
[2] US FDA, Div Antiinfect Drug Prod, Off Drug Evaluat 4, Ctr Drug Evaluat & Res, Rockville, MD 20857 USA
[3] VA MD Hlth Care Syst, Baltimore, MD USA
[4] Duke Univ, Med Ctr, Dept Med, Durham, NC 27710 USA
[5] Univ Maryland, Med Ctr, Dept Med, Div Nephrol, Baltimore, MD 21201 USA
关键词
comorbidity; drug resistance; bacterial; predictive value of tests; ROC curve; sensitivity and specificity;
D O I
10.1093/aje/kwi068
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Comorbidity is a known risk factor for antibiotic-resistant bacterial infections. Although aggregate comorbidity measures are useful in epidemiologic research, none of the existing measures was developed for use with this outcome. This study compared the utility of two comorbidity measures, the Charlson Comorbidity Index and the Chronic Disease Score, in assessing the comorbidity-attributable risk of nosocomial infections with methicillin-resistant Staphylococcus aureus (MRSA) or vancomycin-resistant enterococci (VRE). Two case-control studies were conducted at the University of Maryland Medical System in Baltimore, Maryland. Cases were inpatients with a first positive clinical culture of MRSA or VRE at least 48 hours postadmission (July 1, 1998-July 1, 2001). Three inpatient controls were randomly selected per case. The MRSA study included 2,164 patients, and the VRE study included 1,948. The scores' discrimination and calibration were measured by using the c statistic and Hosmer-Lemeshow chi-square test. The Charlson Comorbidity Index (c = 0.653) and Chronic Disease Score (c = 0.608) were similar discriminators of MRSA and VRE (c = 0.670 and c = 0.647, respectively). Calibration of the scores was poor for both outcomes (p < 0.05). A revised comorbidity measure specific to resistant infections would likely provide a better assessment of the comorbidity-attributable risk of antibiotic-resistant infections.
引用
收藏
页码:483 / 493
页数:11
相关论文
共 75 条
[1]  
[Anonymous], 1993, MMWR-MORBID MORTAL W, V42, P597
[2]   What you see may not be what you get: A brief, nontechnical introduction to overfitting in regression-type models [J].
Babyak, MA .
PSYCHOSOMATIC MEDICINE, 2004, 66 (03) :411-421
[3]   Methicillin-resistant Staphylococcus aureus infection in the Texas prison system [J].
Baillargeon, J ;
Kelley, MF ;
Leach, CT ;
Baillargeon, G ;
Pollock, BH .
CLINICAL INFECTIOUS DISEASES, 2004, 38 (09) :E92-E95
[4]   Epidemiology of methicillin-resistant Staphylococcus aureus at a children's hospital [J].
Campbell, AL ;
Bryant, KA ;
Stover, B ;
Marshall, GS .
INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY, 2003, 24 (06) :427-430
[5]   The changing epidemiology of Staphylococcus aureus? [J].
Chambers, HF .
EMERGING INFECTIOUS DISEASES, 2001, 7 (02) :178-182
[6]   Staphylococcus aureus bacteremia -: Recurrence and the impact of antibiotic treatment in a prospective multicenter study [J].
Chang, FY ;
Peacock, JE ;
Musher, DM ;
Triplett, P ;
MacDonald, BB ;
Mylotte, JM ;
O'Donnell, A ;
Wagener, MM ;
Yu, VL .
MEDICINE, 2003, 82 (05) :333-339
[7]   A prospective multicenter study of Staphylococcus aureus bacteremia -: Incidence of endocarditis, risk factors for mortality, and clinical impact of methicillin resistance [J].
Chang, FY ;
MacDonald, BB ;
Peacock, JE ;
Musher, DM ;
Triplett, P ;
Mylotte, JM ;
O'Donnell, A ;
Wagener, MM ;
Yu, VL .
MEDICINE, 2003, 82 (05) :322-332
[8]   WHY PREDICTIVE INDEXES PERFORM LESS WELL IN VALIDATION STUDIES - IS IT MAGIC OR METHODS [J].
CHARLSON, ME ;
ALES, KL ;
SIMON, R ;
MACKENZIE, CR .
ARCHIVES OF INTERNAL MEDICINE, 1987, 147 (12) :2155-2161
[9]   A NEW METHOD OF CLASSIFYING PROGNOSTIC CO-MORBIDITY IN LONGITUDINAL-STUDIES - DEVELOPMENT AND VALIDATION [J].
CHARLSON, ME ;
POMPEI, P ;
ALES, KL ;
MACKENZIE, CR .
JOURNAL OF CHRONIC DISEASES, 1987, 40 (05) :373-383
[10]   THE RISK OF DETERMINING RISK WITH MULTIVARIABLE MODELS [J].
CONCATO, J ;
FEINSTEIN, AR ;
HOLFORD, TR .
ANNALS OF INTERNAL MEDICINE, 1993, 118 (03) :201-210