A predictive rule for mortality of inpatients with Staphylococcus aureus bacteraemia: A classification and regression tree analysis

European Journal of Internal Medicine

Volumn 25, Issue 10, 2014, Pages 914-918

  Kobayashi, Daiki ^a,b,c   Yokota, Kyoko ^c   Takahashi, Osamu ^a,b   Arioka, Hiroko ^a   Fukui, Tsuguya ^a  

^a ST LUKE'S INTERNATIONAL HOSPITAL   (Japan)

^b St Luke's Life Science Institute   (Japan)

^c KAGAWA UNIVERSITY   (Japan)

Author keywords

Bacteraemia; CART analysis; Mortality; Predictive rule; Sepsis; Staphylococcus aureus

Indexed keywords

GLUCOSE BLOOD LEVEL; SERUM ALBUMIN;

AGE; AGED; AREA UNDER THE CURVE; BACTEREMIA; COHORT ANALYSIS; COMORBIDITY; DECISION SUPPORT SYSTEM; FEMALE; GLUCOSE BLOOD LEVEL; HUMAN; ISOLATION AND PURIFICATION; JAPAN; MALE; METHICILLIN RESISTANT STAPHYLOCOCCUS AUREUS; MICROBIOLOGY; MIDDLE AGED; MORTALITY; NEOPLASMS; RECEIVER OPERATING CHARACTERISTIC; REGRESSION ANALYSIS; RETROSPECTIVE STUDY; STAPHYLOCOCCAL INFECTIONS; STAPHYLOCOCCUS AUREUS; VERY ELDERLY;

AGE FACTORS; AGED; AGED, 80 AND OVER; AREA UNDER CURVE; BACTEREMIA; BLOOD GLUCOSE; COHORT STUDIES; COMORBIDITY; DECISION SUPPORT TECHNIQUES; FEMALE; HOSPITAL MORTALITY; HUMANS; JAPAN; MALE; METHICILLIN-RESISTANT STAPHYLOCOCCUS AUREUS; MIDDLE AGED; NEOPLASMS; REGRESSION ANALYSIS; RETROSPECTIVE STUDIES; ROC CURVE; SERUM ALBUMIN; STAPHYLOCOCCAL INFECTIONS; STAPHYLOCOCCUS AUREUS;

EID: 84916206813     PISSN: 09536205     EISSN: 18790828     Source Type: Journal    
DOI: 10.1016/j.ejim.2014.10.003     Document Type: Article

References (27)

1. S.N. Banerjee, T.G. Emori, D.H. Culver, R.P. Gaynes, W.R. Jarvis, and T. Horan Secular trends in nosocomial primary bloodstream infections in the United States, 1980-1989. National Nosocomial Infections Surveillance System Am J Med 91 1991 86S 89S
2. O. Lyytikainen, E. Ruotsalainen, A. Jarvinen, V. Valtonen, and P. Ruutu Trends and outcome of nosocomial and community-acquired bloodstream infections due to Staphylococcus aureus in Finland, 1995-2001 Eur J Clin Microbiol Infect Dis 24 2005 399 404
3. P. Collignon, I. Gosbell, A. Vickery, G. Nimmo, T. Stylianopoulos, and T. Gottlieb Community-acquired meticillin-resistant Staphylococcus aureus in Australia. Australian Group on Antimicrobial Resistance Lancet 352 1998 145 146
4. B.D. Cookson Methicillin-resistant Staphylococcus aureus in the community: new battlefronts, or are the battles lost? Infect Control Hosp Epidemiol 21 2000 398 403
5. G.R. Nimmo, and E.G. Playford Community-acquired MRSA bacteraemia: four additional cases including one associated with severe pneumonia Med J Aust 178 2003 245
6. W.E. Rose, J.C. Eickhoff, S.K. Shukla, M. Pantrangi, S. Rooijakkers, and S.E. Cosgrove Elevated serum interleukin-10 at time of hospital admission is predictive of mortality in patients with Staphylococcus aureus bacteremia J Infect Dis 206 2012 1604 1611
7. M.D. Pomerantseva, L.K. Ramaia, B.V. Testov, A.V. Chekhovich, V.A. Shevchenko, and A.I. Shaks Reciprocal translocations in mice found in the vicinity of the Chernobyl nuclear power station Radiobiologiia 30 1990 441 445
8. S. Shurland, M. Zhan, D.D. Bradham, and M.C. Roghmann Comparison of mortality risk associated with bacteremia due to methicillin-resistant and methicillin-susceptible Staphylococcus aureus Infect Control Hosp Epidemiol 28 2007 273 279
9. S.E. Cosgrove, G. Sakoulas, E.N. Perencevich, M.J. Schwaber, A.W. Karchmer, and Y. Carmeli Comparison of mortality associated with methicillin-resistant and methicillin-susceptible Staphylococcus aureus bacteremia: a meta-analysis Clin Infect Dis 36 2003 53 59
10. S. Stefani, D.R. Chung, J.A. Lindsay, A.W. Friedrich, A.M. Kearns, and H. Westh Meticillin-resistant Staphylococcus aureus (MRSA): global epidemiology and harmonisation of typing methods Int J Antimicrob Agents 39 4 2012 273 282
11. T.P. Lodise, J. Graves, A. Evans, E. Graffunder, M. Helmecke, and B.M. Lomaestro Relationship between vancomycin MIC and failure among patients with methicillin-resistant Staphylococcus aureus bacteremia treated with vancomycin Antimicrob Agents Chemother 52 2008 3315 3320
12. A. Soriano, F. Marco, J.A. Martínez, E. Pisos, M. Almela, and V.P. Dimova Influence of vancomycin minimum inhibitory concentration on the treatment of methicillin-resistant Staphylococcus aureus bacteremia Clin Infect Dis 46 2008 193 200
13. N.E. Holmes, J.D. Turnidge, W.J. Munckhof, J.O. Robinson, T.M. Korman, and M.V. O'Sullivan Antibiotic choice may not explain poorer outcomes in patients with Staphylococcus aureus bacteremia and high vancomycin minimum inhibitory concentrations J Infect Dis 204 2011 340 347
14. J.T. van Dissel, P. van Langevelde, R.G. Westendorp, K. Kwappenberg, and M. Frolich Anti-inflammatory cytokine profile and mortality in febrile patients Lancet 351 1998 950 953
15. M.E. Charlson, P. Pompei, K.L. Ales, and C.R. MacKenzie A new method of classifying prognostic comorbidity in longitudinal studies: development and validation J Chronic Dis 40 1987 373 383
16. O. Takahashi, E.F. Cook, T. Nakamura, J. Saito, F. Ikawa, and T. Fukui Risk stratification for in-hospital mortality in spontaneous intracerebral haemorrhage: a Classification and Regression Tree analysis QJM 99 2006 743 750
17. J.B. Jonas, and A.M. Laties Clinical assessment of the optic disc at risk of nonarteritic anterior ischaemic optic neuropathy Acta Ophthalmol 89 2011 e375 e377
18. S. Kuroda, A. Fuji, M. Sugie, S. Uoi, R. Kondo, and R. Ando Relationship between orthodontic expertise and perception of treatment needs for maxillary protrusion: comparison of dental students, residents, and orthodontists Am J Orthod Dentofacial Orthop 137 2010 340 345
19. J. Clopper The use of confidence or fiducial limits illustrated in the case of the binomial Biometrika 26 1934 404 413
20. J.M. Mylotte, C. McDermott, and J.A. Spooner Prospective study of 114 consecutive episodes of Staphylococcus aureus bacteremia Rev Infect Dis 9 1987 891 907
21. M.D. Williams, L.A. Braun, L.M. Cooper, J. Johnston, R.V. Weiss, and R.L. Qualy Hospitalized cancer patients with severe sepsis: analysis of incidence, mortality, and associated costs of care Crit Care 8 2004 R291 R298
22. E. Domínguez de Villota, J.M. Mosquera, J.J. Rubio, P. Galdos, V. Díez Balda, and J.L. de la Serna Association of a low serum albumin with infection and increased mortality in critically ill patients Intensive Care Med 7 1980 19 22
23. L. Leonidou, A. Mouzaki, M. Michalaki, A.L. DeLastic, V. Kyriazopoulou, and H.P. Bassaris Cytokine production and hospital mortality in patients with sepsis-induced stress hyperglycemia J Infect 55 2007 340 346
24. R.P. Dellinger, M.M. Levy, A. Rhodes, D. Annane, H. Gerlach, and S.M. Opal Surviving Sepsis Campaign: international guidelines for management of severe sepsis and septic shock: 2008 Crit Care Med 36 2008 296 327
25. M. Kennedy, N. Joyce, M.D. Howell, J. Lawrence Mottley, and N.I. Shapiro Identifying infected emergency department patients admitted to the hospital ward at risk of clinical deterioration and intensive care unit transfer Acad Emerg Med 17 2010 1080 1085
26. D.R. Goldhill, and A. Sumner Outcome of intensive care patients in a group of British intensive care units Crit Care Med 26 1998 1337 1345
27. J.S. Lundberg, T.M. Perl, T. Wiblin, M.D. Costigan, J. Dawson, and M.D. Nettleman Septic shock: an analysis of outcomes for patients with onset on hospital wards versus intensive care units Crit Care Med 26 1998 1020 1024