Admission-Specific Chronic Disease Scores as Alternative Predictors of Surgical Site Infection for Patients Undergoing Coronary Artery Bypass Graft Surgery

2006 ◽  
Vol 27 (08) ◽  
pp. 802-808 ◽  
Author(s):  
Ruth Batista ◽  
Keith Kaye ◽  
Deborah S. Yokoe

Objective.To evaluate the admission chronic disease score (ACDS) and a variant of the ACDS as predictors of surgical site infection (SSI) for study participants who underwent coronary artery bypass graft (CABG) surgery.Design.Retrospective case-control study.Setting.A 750-bed academic medical center.Participants.All participants with an SSI that was identified through hospital-based surveillance (defined as case patients) and a random sample of participants without SSI following CABG surgery (defined as control subjects) between July 1, 1999, and June 30, 2001.Results.An ACDS based on medications ordered on the day of hospital admission was determined for 264 study participants admitted prior to the day of the surgical procedure. A preadmission chronic disease score (PACDS) based on outpatient medications was calculated for 281 participants, using the record of preadmission medications in the patient's discharge summary. The ACDS and PACDS were significantly higher for case patients, compared with control subjects (P= .03 andP= .05, respectively). American Society of Anesthesiologists (ASA) score and the standard National Nosocomial Infection Surveillance system (NNIS) risk index were not significant predictors of SSI. In logistic regression models, only the ACDS (odds ratio, 1.02 per 100 ACDS points), the PACDS (odds ratio, 1.02 per 100 PACDS points), the highest PACDS quintile (odds ratio, 2.89 [compared with lowest quintile]), and a modified NNIS-PACDS score of 2 (odds ratio, 3.5 [compared with a score of 0]) were significant predictors of SSI.Conclusions.Because preoperative medications are likely to reflect comorbidities that influence the risk of SSI, medication-based scoring systems such as the ACDS and PACDS may allow for better risk stratification than the standard NNIS risk index, particularly for patient populations with relatively homogenous wound classification and ASA score distributions.

2007 ◽  
Vol 28 (6) ◽  
pp. 655-660 ◽  
Author(s):  
Mohamad G. Fakih ◽  
Mamta Sharma ◽  
Riad Khatib ◽  
Dorine Berriel-Cass ◽  
Susan Meisner ◽  
...  

Objective.To evaluate factors related to a gradual rise in sternal surgical site infection (SSI) rates.Design.Retrospective cohort study.Setting.A 608-bed, tertiary care teaching hospital.Patients.All patients who underwent coronary artery bypass graft (CABG) from January 2000 through September 2004.Results.Of 3,578 patients who underwent CABG, 144 (4%) had sternal SSI. There was an increase in infection rate, with a marked reduction in the number of operations per year. The percentage of patients with peripheral vascular disease increased from 12% to 24.3% (P < .001), and the percentage with congestive heart failure increased from 17% to 22% (P < .001). Between 2002 and 2004, the mean duration of surgery increased from 233 to 290 minutes (P < .001), the percentage of patients with a National Nosocomial Infections Surveillance System (NNIS) risk index of 2 increased from 14.3% to 38% (P < .001), and the percentage of patients with a postoperative stay in the intensive care unit of greater than 72 hours increased from 29% to 40.6% (P < .001). Multivariate analysis showed diabetes mellitus, peripheral vascular disease, obesity, duration of surgery, and postoperative stay in the intensive care unit of greater than 72 hours to be independently associated with infection.Conclusions.An increase in infection in the CABG population not associated with an outbreak may be a reflection of a change in the severity of illness. Preoperative, intraoperative, and postoperative markers for increased infection risk may be used, in addition to the NNIS risk index, to assess the patient population risk.


2002 ◽  
Vol 23 (7) ◽  
pp. 372-376 ◽  
Author(s):  
Philip L. Russo ◽  
Denis W. Spelman

Objectives:To develop a new, simple, and practical risk index for patients undergoing coronary artery bypass graft (CABG) surgery, to develop a preoperative risk index that is predictive of surgical-site infection (SSI), and to compare the new risk indices with the National Nosocomial Infections Surveillance (NNIS) System risk index.Design:Potential risk factor and infection data were collected prospectively and analyzed by multivariate analysis. Two new risk indices were constructed and then compared with the NNIS System risk index for predictive power for SSI.Setting:Alfred Hospital is a 350-bed, university-affiliated, tertiary-care referral center. The cardiothoracic unit performs approximately 650 CABG procedures per year.Patients:All patients undergoing CABG surgery within the cardiothoracic unit at Alfred Hospital between December 1, 1996, and September 29, 2000, were included.Results:Potential risk factor data were complete for 2,345 patients. There were 199 SSIs. Obesity (odds ratio [OR], 1.78; 95% confidence interval [CI95], 1.24 to 2.55), peripheral or cerebrovascular disease (OR, 1.64; CI95, 1.16 to 2.33), insulin-dependent diabetes mellitus (OR, 2.29; CI95, 1.15 to 4.54), and a procedure lasting longer than 5 hours (OR, 1.75; CI95,1.18 to 2.58) were identified as independent risk factors for SSI. With the use of a different combination of these risk factors, two risk indices were constructed and compared using the Goodman-Kruskal nonparametric correlation coefficient (G). Risk index B had the highest G value (0.3405; CI95, 0.2245 to 0.4565), compared with the NNIS System risk index G value (0.3142; CI95, 0.1462 to 0.4822). The G value for risk index A constructed from preoperative variables only, was 0.3299 (CI95 0.2039 to 0.4559).Conclusion:Two new risk indices have been developed. Both indices are as predictive as the NNIS System risk index. One of the new risk indices can also be applied preoperatively.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 5319-5319
Author(s):  
Malini M Patel ◽  
Shams B Bufalino ◽  
Anai N Kothari ◽  
Paul C Kuo ◽  
Sucha Nand

Abstract Introduction: Skeletal events, including fractures, form an important part of the clinical spectrum of PCDs. Skeletal surveys, even though less sensitive than MRI, remain the usual method of screening for lytic lesions and fractures in these patients but may miss subtle abnormalities. Patients undergoing a CABG normally require a midline sternal incision, which may increase the risk of a skeletal event. Patients with PCDs also have an increased risk of infection, thrombosis, and renal failure. To our knowledge, there is no published data about complications of cardiothoracic surgery in these patients. We hypothesized that patients with PCDs will have a higher risk of complications when compared to those without such history. Methods: Data on patients who underwent non-urgent coronary artery bypass graft (CABG) surgery from 2007 to 2011 was obtained by querying the Healthcare Cost and Utilization State Inpatient Databases for Florida and California. Information was available only for the inpatient stay plus a 30-day follow-up period. Diagnoses of multiple myeloma and monoclonal gammopathy of unknown significance (MGUS) were identified using ICD-9-CM codes. Mixed-effects logistic models were used to measure the association between PCDs and postoperative sternal complications controlling for demographics and comorbidity. Secondary outcomes of study in bivariate analysis included postoperative complications and 30-day readmission rates. Results: A total of 54,422 patients who underwent non-urgent CABG were identified. Of those patients, 500 were known to have a PCD. Ninety two percent of those patients (462 out of 500) had a diagnosis of MGUS. Median age was 66.6 years for the control group and 65.4 years in the PCDs group, and the male to female ratio was equal in both cohorts. In the PCD group, there was a statistically significant higher incidence of anemia, obesity, and renal failure prior to surgical intervention. Sternal infections occurred in 519 (1%) of the patients in the control group versus 18 (3.6%) of the patients in PCDs group (p<0.001). The 30-day all cause readmission rate was similar between the two groups but the 30-day sternal complication rate was significantly higher in the PCDs group (6.8% vs 3.7%; p<0.001). The odds ratio of sternal infection was 3.84 (CI 2.38-6.20) and the odds ratio of sternal dehiscence was 3.87 (CI 1.98-7.57) in the PCDs group when compared to the control group, both of which are statistically significant. Similarly, the odds ratio of sternal complications at 30-days was 1.92 (CI 1.35-2.73) in the PCDs group when compared to the control group. There were no statistically significant differences in the rates of postoperative myocardial infarctions, strokes, urinary tract infections, acute kidney injury, pneumonias, deep venous thrombosis, and gastrointestinal complications between the two cohorts. Conclusions: Our data shows that patients with PCDs have a lower hemoglobin level, renal insufficiency, and are obese at the time of coronary bypass surgery. It is important to note that the majority of the subjects in our study population had MGUS, a condition usually associated with little morbidity. Nonetheless, our cohort of patients with PCDs had a significantly increased risk of sternal wound infection and dehiscence. The treating physicians should be aware of these risks and patients should be informed. Prospective studies will be necessary to confirm and extend these findings. Disclosures No relevant conflicts of interest to declare.


2000 ◽  
Vol 30 (2) ◽  
pp. 270-275 ◽  
Author(s):  
William E. Trick ◽  
William E. Scheckler ◽  
Jerome I. Tokars ◽  
Kevin C. Jones ◽  
Ellen M. Smith ◽  
...  

2004 ◽  
Vol 25 (6) ◽  
pp. 472-476 ◽  
Author(s):  
Glenys Harrington ◽  
Philip Russo ◽  
Denis Spelman ◽  
Sue Borrell ◽  
Kerrie Watson ◽  
...  

AbstractBackground:The Victorian Infection Control Surveillance Project (VICSP) is a multicenter collaborative surveillance project established by infection control practitioners. Five public hospitals contributed data for patients undergoing coronary artery bypass graft (CABG) surgery.Objective:To determine the aggregate and comparative interhospital surgical-site infection (SSI) rates for patients undergoing CABG surgery and the risk factors for SSI in this patient group.Method:Each institution used standardized definitions of SSI, risk adjustment, and reporting methodology according to the National Nosocomial Infections Surveillance System of the Centers for Disease Control and Prevention. Data on potential risk factors were prospectively collected.Results:For 4,474 patients undergoing CABG surgery, the aggregate SSI rate was 7.8 infections per 100 procedures (95% confidence interval [CI95], 7.0-8.5), with individual institutions ranging between 4.5 and 10.7 infections per 100 procedures. Multivariate risk factor analysis demonstrated age (odds ratio [OR], 1.02; CI95, 1.01-1.04; P < .001), obesity (OR, 1.8; CI95, 1.4-2.3; P < .001), and diabetes mellitus (OR, 1.6; CI95, 1.2-2.1; P < .001) as independent predictors of SSI. Three hundred thirty-four organisms were isolated from 296 SSIs. Of the total SSIs, methicillin-resistant Staphylococcus aureus was isolated from 32%, methicillin-sensitive S. aureus from 24%, gram-negative bacilli (eg, Enterobacter and Escherichia colt) from 18%, and miscellaneous organisms from the remainder.Conclusion:We documented aggregate and comparative SSI rates among five Victorian public hospitals performing CABG surgery and defined specific independent risk factors for SSI. VICSP data offer opportunities for targeted interventions to reduce SSI following cardiac surgery.


2019 ◽  
Vol 8 (4) ◽  
pp. 480 ◽  
Author(s):  
Juan Bustamante-Munguira ◽  
Francisco Herrera-Gómez ◽  
Miguel Ruiz-Álvarez ◽  
Ana Hernández-Aceituno ◽  
Angels Figuerola-Tejerina

Various scoring systems attempt to predict the risk of surgical site infection (SSI) after cardiac surgery, but their discrimination is limited. Our aim was to analyze all SSI risk factors in both coronary artery bypass graft (CABG) and valve replacement patients in order to create a new SSI risk score for such individuals. A priori prospective collected data on patients that underwent cardiac surgery (n = 2020) were analyzed following recommendations from the Reporting of studies Conducted using Observational Routinely collected health Data (RECORD) group. Study participants were divided into two periods: the training sample for defining the new tool (2010–2014, n = 1298), and the test sample for its validation (2015–2017, n = 722). In logistic regression, two preoperative variables were significantly associated with SSI (odds ratio (OR) and 95% confidence interval (CI)): diabetes, 3.3/2–5.7; and obesity, 4.5/2.2–9.3. The new score was constructed using a summation system for punctuation using integer numbers, that is, by assigning one point to the presence of either diabetes or obesity. The tool performed better in terms of assessing SSI risk in the test sample (area under the Receiver-Operating Characteristic curve (aROC) and 95% CI, 0.67/055–0.76) compared to the National Nosocomial Infections Surveillance (NNIS) risk index (0.61/0.50–0.71) and the Australian Clinical Risk Index (ACRI) (0.61/0.50–0.72). A new two-variable score to preoperative SSI risk stratification of cardiac surgery patients, named Infection Risk Index in Cardiac surgery (IRIC), which outperforms other classical scores, is now available to surgeons. Personalization of treatment for cardiac surgery patients is needed.


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