Surveillance of Infection Severity: A Registry Study of Laboratory Diagnosed Clostridium difficile

被引:6
作者
Schlackow, Iryna [1 ]
Walker, A. Sarah [1 ,2 ]
Dingle, Kate [1 ]
Griffiths, David [1 ]
Oakley, Sarah [1 ]
Finney, John [1 ]
Vaughan, Ali [1 ]
Gill, Martin J. [4 ]
Crook, Derrick W. [1 ]
Peto, E. A. [1 ]
Wyllie, David H. [1 ,3 ]
机构
[1] John Radcliffe Hosp, NIHR Oxford Biomed Res Ctr, Oxford OX3 9DU, England
[2] MRC Clin Trials Unit, London, England
[3] Hlth Protect Agcy, Oxford, England
[4] Univ Hosp Birmingham NHS Fdn Trust, Birmingham, W Midlands, England
来源
PLOS MEDICINE | 2012年 / 9卷 / 07期
基金
美国国家卫生研究院;
关键词
STAPHYLOCOCCUS-AUREUS; TOXIN-B; BACTEREMIA; MORTALITY; DISEASE; ADULTS; EPIDEMIOLOGY; RECOGNITION; PATHOGEN; DATABASE;
D O I
10.1371/journal.pmed.1001279
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Changing clinical impact, as virulent clones replace less virulent ones, is a feature of many pathogenic bacterial species and can be difficult to detect. Consequently, innovative techniques monitoring infection severity are of potential clinical value. Methods and Findings: We studied 5,551 toxin-positive and 20,098 persistently toxin-negative patients tested for Clostridium difficile infection between February 1998 and July 2009 in a group of hospitals based in Oxford, UK, and investigated 28-day mortality and biomarkers of inflammation (blood neutrophil count, urea, and creatinine concentrations) collected at diagnosis using iterative sequential regression (ISR), a novel joinpoint-based regression technique suitable for serial monitoring of continuous or dichotomous outcomes. Among C. difficile toxin-positive patients in the Oxford hospitals, mean neutrophil counts on diagnosis increased from 2003, peaked in 2006-2007, and then declined; 28-day mortality increased from early 2006, peaked in late 2006-2007, and then declined. Molecular typing confirmed these changes were likely due to the ingress of the globally distributed severe C. difficile strain, ST1. We assessed the generalizability of ISR-based severity monitoring in three ways. First, we assessed and found strong (p<0.0001) associations between isolation of the ST1 severe strain and higher neutrophil counts at diagnosis in two unrelated large multi-centre studies, suggesting the technique described might be useful elsewhere. Second, we assessed and found similar trends in a second group of hospitals in Birmingham, UK, from which 5,399 cases were analysed. Third, we used simulation to assess the performance of this surveillance system given the ingress of future severe strains under a variety of assumptions. ISR-based severity monitoring allowed the detection of the severity change years earlier than mortality monitoring. Conclusions: Automated electronic systems providing early warning of the changing severity of infectious conditions can be established using routinely collected laboratory hospital data. In the settings studied here these systems have higher performance than those monitoring mortality, at least in C. difficile infection. Such systems could have wider applicability for monitoring infections presenting in hospital.
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页数:14
相关论文
共 40 条
[1]   Clinical recognition and diagnosis of Clostridium difficile infection [J].
Bartlett, John G. ;
Gerding, Dale N. .
CLINICAL INFECTIOUS DISEASES, 2008, 46 :S12-S18
[2]   Molecular Epidemiology of Clostridium difficile over the Course of 10 Years in a Tertiary Care Hospital [J].
Belmares, Jaime ;
Johnson, Stuart ;
Parada, Jorge P. ;
Olson, Mary M. ;
Clabots, Connie R. ;
Bettin, Kristine M. ;
Peterson, Lance R. ;
Gerding, Dale N. .
CLINICAL INFECTIOUS DISEASES, 2009, 49 (08) :1141-1147
[3]   AN ANALYSIS OF TRANSFORMATIONS [J].
BOX, GEP ;
COX, DR .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1964, 26 (02) :211-252
[4]   The Anti-Sigma Factor TcdC Modulates Hypervirulence in an Epidemic BI/NAP1/027 Clinical Isolate of Clostridium difficile [J].
Carter, Glen P. ;
Douce, Gillian R. ;
Govind, Revathi ;
Howarth, Pauline M. ;
Mackin, Kate E. ;
Spencer, Janice ;
Buckley, Anthony M. ;
Antunes, Ana ;
Kotsanas, Despina ;
Jenkin, Grant A. ;
Dupuy, Bruno ;
Rood, Julian I. ;
Lyras, Dena .
PLOS PATHOGENS, 2011, 7 (10)
[5]   Severity assessment tools for predicting mortality in hospitalised patients with community-acquired pneumonia. Systematic review and meta-analysis [J].
Chalmers, James D. ;
Singanayagam, Aran ;
Akram, Ahsan R. ;
Mandal, Pallavi ;
Short, Philip M. ;
Choudhury, Gourab ;
Wood, Victoria ;
Hill, Adam T. .
THORAX, 2010, 65 (10) :878-883
[6]   Waves of resistance: Staphylococcus aureus in the antibiotic era [J].
Chambers, Henry F. ;
DeLeo, Frank R. .
NATURE REVIEWS MICROBIOLOGY, 2009, 7 (09) :629-641
[7]   Molecular biology of inflammation and sepsis: A primer [J].
Cinel, Ismail ;
Opal, Steven M. .
CRITICAL CARE MEDICINE, 2009, 37 (01) :291-304
[8]  
[DH HPA], 2008, CLOSTR DIFF INF DEAL
[9]   Clinical Clostridium difficile: Clonality and Pathogenicity Locus Diversity [J].
Dingle, Kate E. ;
Griffiths, David ;
Didelot, Xavier ;
Evans, Jessica ;
Vaughan, Alison ;
Kachrimanidou, Melina ;
Stoesser, Nicole ;
Jolley, Keith A. ;
Golubchik, Tanya ;
Harding, Rosalind M. ;
Peto, Tim E. ;
Fawley, Warren ;
Walker, A. Sarah ;
Wilcox, Mark ;
Crook, Derrick W. .
PLOS ONE, 2011, 6 (05)
[10]   Clostridium difficile Mixed Infection and Reinfection [J].
Eyre, David W. ;
Walker, A. Sarah ;
Griffiths, David ;
Wilcox, Mark H. ;
Wyllie, David H. ;
Dingle, Kate E. ;
Crook, Derrick W. ;
Peto, Tim E. A. .
JOURNAL OF CLINICAL MICROBIOLOGY, 2012, 50 (01) :142-144